{"id":94848,"date":"2026-03-08T02:38:43","date_gmt":"2026-03-07T23:38:43","guid":{"rendered":"https:\/\/burakbulut.net\/?p=94848"},"modified":"2026-08-24T13:41:55","modified_gmt":"2026-08-24T10:41:55","slug":"ai-images-or-real-photos-in-e-commerce","status":"publish","type":"post","link":"https:\/\/burakbulut.net\/en\/e-ticarette-ai-gorseller-mi-gercek-fotograflar-mi\/","title":{"rendered":"AI Images or Real Photos? Which Sells More in E-Commerce?"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"94848\" class=\"elementor elementor-94848\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9a1859c e-con-full e-flex e-con e-parent\" data-id=\"9a1859c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1fd224d elementor-widget elementor-widget-html\" data-id=\"1fd224d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t\t<!-- =========================================================\r\nLUX BLOG ARTICLE \u2014 \u0130NSANLA\u015eTIRILMI\u015e F\u0130NAL S\u00dcR\u00dcM\r\nPAR\u00c7A 1 \/ 3 \u2014 CSS + HERO + Y\u00d6NET\u0130C\u0130 \u00d6ZET\u0130 + T\u00dcKET\u0130C\u0130 VER\u0130S\u0130 + KRONOLOJ\u0130 + \u0130ADE EKONOM\u0130S\u0130\r\nMevcut Par\u00e7a 1 blo\u011funu tamamen bununla de\u011fi\u015ftirin.\r\n========================================================= -->\r\n\r\n<style>\r\n@import url('https:\/\/fonts.googleapis.com\/css2?family=Fraunces:opsz,wght@9..144,400;9..144,500;9..144,600;9..144,700&family=Hanken+Grotesk:wght@400;500;600;700&display=swap');\r\n\r\n.lux-ai2026,\r\n.lux-ai2026 *{box-sizing:border-box;}\r\n\r\n.lux-ai2026{\r\n  --lux-bg:#242424;\r\n  --lux-text:#f2f2f2;\r\n  --lux-muted:#c7c7c7;\r\n  --lux-panel:#2b2b2b;\r\n  --lux-panel-soft:#303030;\r\n  --lux-border:rgba(242,242,242,.14);\r\n  --lux-border-strong:#4a4a4a;\r\n  --lux-accent:#be3b65;\r\n  --lux-accent-hover:#a93358;\r\n  --lux-soft-blue:#b3c7d6;\r\n  --lux-warning:#d6a65c;\r\n  --lux-danger:#c9543f;\r\n  --lux-ok:#7fa88a;\r\n  --lux-shadow:0 18px 42px rgba(0,0,0,.32);\r\n  --lux-radius:22px;\r\n  --lux-radius-sm:14px;\r\n  font-family:'Hanken Grotesk',system-ui,-apple-system,'Segoe UI',Roboto,Arial,sans-serif;\r\n  color:var(--lux-muted);\r\n  background:var(--lux-bg)!important;\r\n  line-height:1.72;\r\n  font-size:17px;\r\n  -webkit-font-smoothing:antialiased;\r\n  text-rendering:optimizeLegibility;\r\n  overflow:hidden;\r\n}\r\n\r\n.lux-ai2026 a{color:var(--lux-accent)!important;text-decoration:none;border-bottom:1px solid rgba(190,59,101,.45);transition:color .2s ease,border-color .2s ease,background .2s ease,transform .2s ease;}\r\n.lux-ai2026 a:hover,.lux-ai2026 a:focus{color:#ffffff!important;border-bottom-color:var(--lux-accent);background:transparent!important;}\r\n.lux-ai2026 img{max-width:100%;height:auto;display:block;}\r\n.lux-ai2026 .lux-wrap{max-width:1120px;margin:0 auto;padding:0 clamp(18px,4vw,32px);}\r\n.lux-ai2026 .lux-narrow{max-width:840px;margin:0 auto;}\r\n.lux-ai2026 .lux-section{margin:76px auto;}\r\n.lux-ai2026 .lux-section:first-child{margin-top:0;}\r\n.lux-ai2026 [id]{scroll-margin-top:28px;}\r\n\r\n.lux-ai2026 .lux-kicker{display:inline-flex;align-items:center;gap:8px;padding:8px 14px;border:1px solid rgba(190,59,101,.38);background:rgba(190,59,101,.12);color:var(--lux-text);border-radius:999px;font-size:.82em;font-weight:800;letter-spacing:.04em;text-transform:uppercase;}\r\n\r\n.lux-ai2026 .lux-hero{padding:clamp(44px,6vw,78px) 0 64px;border-bottom:1px solid var(--lux-border);background:var(--lux-bg)!important;}\r\n.lux-ai2026 .lux-hero-grid{display:grid;grid-template-columns:1.05fr .95fr;gap:36px;align-items:center;}\r\n.lux-ai2026 .lux-hero-media{border-radius:28px;overflow:hidden;box-shadow:var(--lux-shadow);background:var(--lux-panel);border:1px solid var(--lux-border);margin:0;}\r\n.lux-ai2026 .lux-hero-media img{width:100%;aspect-ratio:4 \/ 5;object-fit:cover;}\r\n.lux-ai2026 .lux-hero-copy h1{margin:18px 0 10px;color:var(--lux-text)!important;font-family:'Fraunces',Georgia,serif;font-size:clamp(2.25rem,5vw,4.35rem);line-height:1.02;letter-spacing:-.045em;font-weight:600;text-wrap:balance;}\r\n.lux-ai2026 .lux-hero-copy h2{margin:0 0 22px;color:var(--lux-soft-blue)!important;font-family:'Fraunces',Georgia,serif;font-size:clamp(1.28rem,2.5vw,2.05rem);line-height:1.22;letter-spacing:-.025em;font-weight:500;text-wrap:balance;}\r\n.lux-ai2026 .lux-deck{margin:0 0 20px;color:var(--lux-muted)!important;font-size:1.08em;line-height:1.68;}\r\n.lux-ai2026 .lux-meta{display:flex;flex-wrap:wrap;gap:9px;margin:22px 0 0;}\r\n.lux-ai2026 .lux-meta span{display:inline-flex;align-items:center;padding:8px 12px;border-radius:999px;background:var(--lux-panel-soft);border:1px solid var(--lux-border);color:var(--lux-muted);font-size:.87em;line-height:1.2;}\r\n.lux-ai2026 .lux-meta span.lux-meta-live{border-color:rgba(190,59,101,.45);background:rgba(190,59,101,.14);color:var(--lux-text);font-weight:700;}\r\n\r\n.lux-ai2026 strong{color:var(--lux-text)!important;font-weight:800;}\r\n.lux-ai2026 p{color:var(--lux-muted);}\r\n\r\n.lux-ai2026 .lux-lead-box{margin:42px auto 0;padding:clamp(24px,3vw,34px);border-radius:var(--lux-radius);background:linear-gradient(180deg,rgba(190,59,101,.10),var(--lux-panel))!important;border:1px solid var(--lux-border);box-shadow:0 12px 32px rgba(0,0,0,.22);}\r\n.lux-ai2026 .lux-lead-box p{margin:0 0 18px;}\r\n.lux-ai2026 .lux-lead-box p:last-child{margin-bottom:0;}\r\n\r\n.lux-ai2026 .lux-pullquote{margin:34px auto;padding:28px 30px;border-left:5px solid var(--lux-accent);border-radius:0 var(--lux-radius) var(--lux-radius) 0;background:var(--lux-panel-soft)!important;color:var(--lux-text)!important;font-size:1.24em;line-height:1.55;font-weight:800;letter-spacing:-.015em;}\r\n\r\n.lux-ai2026 .lux-heading{max-width:860px;margin:0 auto 30px;text-align:left;}\r\n.lux-ai2026 .lux-heading h2{margin:14px 0 12px;color:var(--lux-text)!important;font-family:'Fraunces',Georgia,serif;font-size:clamp(1.78rem,3.2vw,2.85rem);line-height:1.12;letter-spacing:-.04em;font-weight:600;}\r\n.lux-ai2026 .lux-heading h3{margin:8px 0 10px;color:var(--lux-text)!important;font-family:'Fraunces',Georgia,serif;font-size:clamp(1.22rem,2.3vw,1.65rem);line-height:1.28;letter-spacing:-.025em;font-weight:600;}\r\n.lux-ai2026 .lux-heading p{margin:0;color:var(--lux-muted);font-size:1.02em;}\r\n\r\n.lux-ai2026 .lux-text-block{max-width:840px;margin:0 auto;}\r\n.lux-ai2026 .lux-text-block h3{margin:36px 0 12px;color:var(--lux-text)!important;font-family:'Fraunces',Georgia,serif;font-size:1.42em;line-height:1.28;letter-spacing:-.025em;font-weight:600;}\r\n.lux-ai2026 .lux-text-block h4{margin:26px 0 10px;color:var(--lux-soft-blue)!important;font-family:'Hanken Grotesk',sans-serif;font-size:1.06em;font-weight:800;letter-spacing:.01em;}\r\n.lux-ai2026 .lux-text-block p{margin:0 0 18px;}\r\n.lux-ai2026 .lux-text-block ul,.lux-ai2026 .lux-text-block ol{margin:0 0 20px;padding-left:22px;color:var(--lux-muted);}\r\n.lux-ai2026 .lux-text-block li{margin-bottom:9px;}\r\n\r\n.lux-ai2026 .lux-stat-grid{display:grid;grid-template-columns:repeat(4,1fr);gap:14px;margin:34px auto;}\r\n.lux-ai2026 .lux-stat-grid.lux-stat-3{grid-template-columns:repeat(3,1fr);}\r\n.lux-ai2026 .lux-stat{padding:22px;border-radius:var(--lux-radius);background:var(--lux-panel)!important;border:1px solid var(--lux-border);box-shadow:0 12px 28px rgba(0,0,0,.18);}\r\n.lux-ai2026 .lux-stat b{display:block;margin-bottom:8px;color:var(--lux-accent);font-size:2.05em;line-height:1;letter-spacing:-.05em;}\r\n.lux-ai2026 .lux-stat span{display:block;color:var(--lux-text);font-weight:800;line-height:1.32;}\r\n.lux-ai2026 .lux-stat small{display:block;margin-top:8px;color:var(--lux-muted);font-size:.82em;line-height:1.45;}\r\n\r\n.lux-ai2026 .lux-card-grid{display:grid;grid-template-columns:repeat(3,1fr);gap:18px;}\r\n.lux-ai2026 .lux-card-grid.lux-cards-2{grid-template-columns:repeat(2,1fr);}\r\n.lux-ai2026 .lux-card{padding:24px;border-radius:var(--lux-radius);background:var(--lux-panel)!important;border:1px solid var(--lux-border);box-shadow:0 12px 28px rgba(0,0,0,.18);}\r\n.lux-ai2026 .lux-card h3,.lux-ai2026 .lux-card h4{margin:0 0 12px;color:var(--lux-text)!important;font-family:'Fraunces',Georgia,serif;font-size:1.16em;line-height:1.35;font-weight:600;}\r\n.lux-ai2026 .lux-card p{margin:0 0 14px;color:var(--lux-muted);}\r\n.lux-ai2026 .lux-card p:last-child{margin-bottom:0;}\r\n\r\n.lux-ai2026 .lux-gallery{display:grid;gap:14px;margin:30px auto;}\r\n.lux-ai2026 .lux-gallery.lux-gallery-6{grid-template-columns:repeat(3,1fr);}\r\n.lux-ai2026 .lux-gallery.lux-gallery-8{grid-template-columns:repeat(4,1fr);}\r\n.lux-ai2026 .lux-gallery.lux-gallery-3{grid-template-columns:repeat(3,1fr);}\r\n.lux-ai2026 .lux-gallery figure,.lux-ai2026 .lux-compare figure,.lux-ai2026 .lux-chart{margin:0;border-radius:var(--lux-radius-sm);overflow:hidden;background:var(--lux-panel);border:1px solid var(--lux-border);}\r\n.lux-ai2026 .lux-gallery img{width:100%;aspect-ratio:4 \/ 5;object-fit:cover;transition:transform .45s ease;}\r\n.lux-ai2026 .lux-gallery figure:hover img{transform:scale(1.035);}\r\n\r\n.lux-ai2026 .lux-note{padding:24px 26px;border-radius:var(--lux-radius);background:linear-gradient(180deg,rgba(214,166,92,.12),var(--lux-panel))!important;border:1px solid rgba(214,166,92,.35);color:var(--lux-muted);}\r\n.lux-ai2026 .lux-note p{margin:0 0 14px;}\r\n.lux-ai2026 .lux-note p:last-child{margin-bottom:0;}\r\n\r\n.lux-ai2026 .lux-chart{max-width:920px;margin:32px auto;box-shadow:var(--lux-shadow);}\r\n.lux-ai2026 .lux-chart img{width:100%;}\r\n.lux-ai2026 .lux-chart figcaption{padding:13px 16px;color:var(--lux-muted);font-size:.9em;background:var(--lux-panel);border-top:1px solid var(--lux-border);}\r\n\r\n.lux-ai2026 .lux-risk-table{display:grid;grid-template-columns:repeat(3,1fr);gap:16px;margin-top:24px;}\r\n.lux-ai2026 .lux-risk{padding:22px;border-radius:var(--lux-radius);border:1px solid var(--lux-border);background:var(--lux-panel)!important;}\r\n.lux-ai2026 .lux-risk b{display:block;margin-bottom:8px;color:var(--lux-text);font-size:1.04em;}\r\n.lux-ai2026 .lux-risk span{display:block;color:var(--lux-muted);}\r\n\r\n.lux-ai2026 .lux-split{display:grid;grid-template-columns:1fr 1fr;gap:22px;align-items:start;}\r\n.lux-ai2026 .lux-compare{display:grid;gap:22px;margin:28px auto;}\r\n.lux-ai2026 .lux-compare-row{display:grid;grid-template-columns:1fr 1fr;gap:14px;padding:14px;border:1px solid var(--lux-border);border-radius:var(--lux-radius);background:var(--lux-panel)!important;box-shadow:0 12px 28px rgba(0,0,0,.18);}\r\n.lux-ai2026 .lux-compare img{width:100%;aspect-ratio:4 \/ 5;object-fit:cover;}\r\n.lux-ai2026 .lux-compare figcaption{padding:10px 12px;color:var(--lux-muted);font-size:.88em;background:var(--lux-panel);border-top:1px solid var(--lux-border);}\r\n\r\n.lux-ai2026 .lux-faq{max-width:940px;margin:30px auto 0;}\r\n.lux-ai2026 .lux-faq details{margin-bottom:12px;border:1px solid var(--lux-border);border-radius:var(--lux-radius-sm);background:var(--lux-panel)!important;overflow:hidden;}\r\n.lux-ai2026 .lux-faq summary{cursor:pointer;padding:18px 20px;color:var(--lux-text);font-weight:850;line-height:1.35;background:var(--lux-panel-soft);}\r\n.lux-ai2026 .lux-faq details div{padding:0 20px 20px;color:var(--lux-muted);}\r\n.lux-ai2026 .lux-faq-group{max-width:940px;margin:44px auto 18px;padding-bottom:10px;border-bottom:1px solid var(--lux-border);}\r\n.lux-ai2026 .lux-faq-group h3{margin:0;color:var(--lux-soft-blue)!important;font-family:'Hanken Grotesk',sans-serif;font-size:.92em;font-weight:800;letter-spacing:.12em;text-transform:uppercase;}\r\n\r\n.lux-ai2026 .lux-final{padding:36px;border-radius:28px;background:linear-gradient(135deg,rgba(190,59,101,.28) 0%,var(--lux-panel) 100%)!important;color:var(--lux-text);border:1px solid rgba(190,59,101,.38);box-shadow:var(--lux-shadow);}\r\n.lux-ai2026 .lux-final h2,.lux-ai2026 .lux-final p,.lux-ai2026 .lux-final strong{color:var(--lux-text)!important;}\r\n.lux-ai2026 .lux-final h2{margin:0 0 16px;font-family:'Fraunces',Georgia,serif;font-size:clamp(1.65rem,3vw,2.45rem);line-height:1.15;letter-spacing:-.035em;}\r\n.lux-ai2026 .lux-final p{margin:0 0 16px;opacity:.92;}\r\n\r\n.lux-ai2026 .lux-cta{margin:44px auto 0;padding:36px;border-radius:28px;background:var(--lux-panel)!important;border:1px solid var(--lux-border);box-shadow:var(--lux-shadow);text-align:center;}\r\n.lux-ai2026 .lux-cta h2{margin:0 0 8px;color:var(--lux-text)!important;font-family:'Fraunces',Georgia,serif;font-size:clamp(1.45rem,3vw,2.25rem);line-height:1.18;letter-spacing:-.035em;}\r\n.lux-ai2026 .lux-cta p{margin:0 0 18px;color:var(--lux-muted);}\r\n.lux-ai2026 .lux-btn-row{display:flex;flex-wrap:wrap;justify-content:center;gap:12px;}\r\n.lux-ai2026 .lux-btn{display:inline-flex;align-items:center;justify-content:center;min-height:48px;padding:13px 22px;border-radius:999px;font-weight:850;text-decoration:none!important;line-height:1.2;border-bottom:0;border:1px solid var(--lux-border-strong);}\r\n.lux-ai2026 .lux-btn-primary{background:var(--lux-accent);color:#fff!important;border-color:var(--lux-accent);}\r\n.lux-ai2026 .lux-btn-secondary{background:var(--lux-panel-soft);color:#fff!important;border-color:var(--lux-border-strong);}\r\n.lux-ai2026 .lux-btn:hover,.lux-ai2026 .lux-btn:focus{text-decoration:none!important;background:var(--lux-accent-hover)!important;color:#ffffff!important;border-color:var(--lux-accent-hover);transform:translateY(-1px);}\r\n\r\n.lux-ai2026 .lux-sources{max-width:980px;margin:44px auto 20px;border:1px solid var(--lux-border);border-radius:var(--lux-radius);background:var(--lux-panel)!important;overflow:hidden;}\r\n.lux-ai2026 .lux-sources summary{cursor:pointer;padding:18px 22px;color:var(--lux-text);font-weight:850;background:var(--lux-panel-soft);}\r\n.lux-ai2026 .lux-sources div{padding:20px 24px;color:var(--lux-muted);font-size:.92em;line-height:1.75;}\r\n.lux-ai2026 .lux-sources ol{margin:0;padding-left:22px;}\r\n.lux-ai2026 .lux-sources li{margin-bottom:10px;word-break:break-word;}\r\n.lux-ai2026 .lux-sources h4{margin:26px 0 10px;color:var(--lux-soft-blue);font-size:1em;font-weight:800;letter-spacing:.02em;text-transform:uppercase;}\r\n.lux-ai2026 .lux-sources h4:first-child{margin-top:0;}\r\n\r\n.lux-ai2026 .lux-update-flag{max-width:840px;margin:0 auto 34px;padding:18px 22px;border-radius:var(--lux-radius-sm);border:1px solid rgba(179,199,214,.35);background:linear-gradient(180deg,rgba(179,199,214,.12),var(--lux-panel))!important;color:var(--lux-muted);font-size:.96em;}\r\n.lux-ai2026 .lux-update-flag b{color:var(--lux-soft-blue);}\r\n\r\n.lux-ai2026 .lux-tldr{max-width:900px;margin:34px auto;padding:28px 30px;border-radius:var(--lux-radius);border:1px solid var(--lux-border);background:var(--lux-panel-soft)!important;}\r\n.lux-ai2026 .lux-tldr h3{margin:0 0 16px;color:var(--lux-text)!important;font-family:'Fraunces',Georgia,serif;font-size:1.24em;font-weight:600;letter-spacing:-.02em;}\r\n.lux-ai2026 .lux-tldr ul{margin:0;padding-left:20px;}\r\n.lux-ai2026 .lux-tldr li{margin-bottom:11px;color:var(--lux-muted);}\r\n.lux-ai2026 .lux-tldr li:last-child{margin-bottom:0;}\r\n\r\n.lux-ai2026 .lux-jumpnav{max-width:1000px;margin:24px auto 34px;padding:16px 18px;border:1px solid var(--lux-border);border-radius:var(--lux-radius-sm);background:var(--lux-panel)!important;}\r\n.lux-ai2026 .lux-jumpnav b{display:block;margin:0 0 10px;color:var(--lux-text);font-size:.82em;letter-spacing:.08em;text-transform:uppercase;}\r\n.lux-ai2026 .lux-jumpnav div{display:flex;flex-wrap:wrap;gap:8px;}\r\n.lux-ai2026 .lux-jumpnav a{display:inline-flex;padding:7px 11px;border:1px solid var(--lux-border);border-bottom:1px solid var(--lux-border);border-radius:999px;background:var(--lux-panel-soft)!important;color:var(--lux-muted)!important;font-size:.84em;font-weight:700;line-height:1.2;}\r\n.lux-ai2026 .lux-jumpnav a:hover,.lux-ai2026 .lux-jumpnav a:focus{color:#fff!important;border-color:var(--lux-accent);}\r\n\r\n.lux-ai2026 .lux-key-grid{display:grid;grid-template-columns:repeat(4,1fr);gap:14px;max-width:1000px;margin:30px auto;}\r\n.lux-ai2026 .lux-key{min-height:188px;padding:22px;border:1px solid var(--lux-border);border-top:3px solid var(--lux-accent);border-radius:var(--lux-radius);background:linear-gradient(180deg,rgba(190,59,101,.10),var(--lux-panel))!important;}\r\n.lux-ai2026 .lux-key b{display:block;margin:10px 0 8px;color:var(--lux-text);font-family:'Fraunces',Georgia,serif;font-size:1.1em;line-height:1.28;}\r\n.lux-ai2026 .lux-key p{margin:0;color:var(--lux-muted);font-size:.91em;line-height:1.55;}\r\n.lux-ai2026 .lux-evidence{display:inline-flex;align-items:center;padding:4px 8px;border:1px solid var(--lux-border);border-radius:999px;color:var(--lux-soft-blue);font-size:.68em;font-weight:850;letter-spacing:.07em;text-transform:uppercase;}\r\n.lux-ai2026 .lux-evidence.lux-peer{border-color:rgba(127,168,138,.48);color:#a7d0b2;background:rgba(127,168,138,.10);}\r\n.lux-ai2026 .lux-evidence.lux-official{border-color:rgba(179,199,214,.48);color:#c6d8e4;background:rgba(179,199,214,.10);}\r\n.lux-ai2026 .lux-evidence.lux-industry{border-color:rgba(214,166,92,.48);color:#e5c382;background:rgba(214,166,92,.10);}\r\n.lux-ai2026 .lux-evidence.lux-preprint{border-color:rgba(201,84,63,.48);color:#e69887;background:rgba(201,84,63,.10);}\r\n.lux-ai2026 .lux-evidence-legend{max-width:900px;margin:22px auto;padding:18px 20px;border:1px dashed var(--lux-border-strong);border-radius:var(--lux-radius-sm);background:rgba(255,255,255,.018)!important;}\r\n.lux-ai2026 .lux-evidence-legend p{margin:0 0 10px;color:var(--lux-muted);font-size:.9em;}\r\n.lux-ai2026 .lux-evidence-legend p:last-child{margin-bottom:0;}\r\n\r\n.lux-ai2026 .lux-timeline{max-width:900px;margin:32px auto;padding-left:0;list-style:none;}\r\n.lux-ai2026 .lux-timeline li{position:relative;margin:0;padding:0 0 26px 30px;border-left:2px solid var(--lux-border-strong);}\r\n.lux-ai2026 .lux-timeline li:last-child{padding-bottom:0;border-left-color:transparent;}\r\n.lux-ai2026 .lux-timeline li::before{content:\"\";position:absolute;left:-8px;top:6px;width:14px;height:14px;border-radius:50%;background:var(--lux-accent);border:3px solid var(--lux-bg);}\r\n.lux-ai2026 .lux-timeline b{display:block;margin-bottom:4px;color:var(--lux-text);font-size:.88em;letter-spacing:.06em;text-transform:uppercase;font-weight:800;}\r\n.lux-ai2026 .lux-timeline span{display:block;color:var(--lux-muted);}\r\n\r\n.lux-ai2026 .lux-table-wrap{max-width:1000px;margin:30px auto;overflow-x:auto;border:1px solid var(--lux-border);border-radius:var(--lux-radius);background:var(--lux-panel)!important;}\r\n.lux-ai2026 table.lux-table{width:100%;min-width:640px;border-collapse:collapse;font-size:.95em;}\r\n.lux-ai2026 table.lux-table th{padding:15px 16px;text-align:left;color:var(--lux-text);background:var(--lux-panel-soft);font-weight:800;font-size:.86em;letter-spacing:.05em;text-transform:uppercase;border-bottom:1px solid var(--lux-border);}\r\n.lux-ai2026 table.lux-table td{padding:15px 16px;color:var(--lux-muted);border-bottom:1px solid var(--lux-border);vertical-align:top;line-height:1.6;}\r\n.lux-ai2026 table.lux-table tr:last-child td{border-bottom:0;}\r\n.lux-ai2026 table.lux-table td strong{color:var(--lux-text);}\r\n\r\n.lux-ai2026 .lux-alert{max-width:900px;margin:30px auto;padding:24px 26px;border-radius:var(--lux-radius);border:1px solid rgba(201,84,63,.42);background:linear-gradient(180deg,rgba(201,84,63,.14),var(--lux-panel))!important;color:var(--lux-muted);}\r\n.lux-ai2026 .lux-alert b{color:#e08a76;}\r\n.lux-ai2026 .lux-alert p{margin:0 0 14px;}\r\n.lux-ai2026 .lux-alert p:last-child{margin-bottom:0;}\r\n\r\n.lux-ai2026 .lux-law-grid{display:grid;grid-template-columns:repeat(2,1fr);gap:18px;margin:28px auto;}\r\n.lux-ai2026 .lux-law{padding:26px;border-radius:var(--lux-radius);background:var(--lux-panel)!important;border:1px solid var(--lux-border);border-top:3px solid var(--lux-accent);box-shadow:0 12px 28px rgba(0,0,0,.18);}\r\n.lux-ai2026 .lux-law .lux-law-flag{display:inline-block;margin-bottom:12px;padding:5px 11px;border-radius:6px;background:var(--lux-panel-soft);border:1px solid var(--lux-border);color:var(--lux-soft-blue);font-size:.76em;font-weight:800;letter-spacing:.08em;text-transform:uppercase;}\r\n.lux-ai2026 .lux-law h3{margin:0 0 6px;color:var(--lux-text)!important;font-family:'Fraunces',Georgia,serif;font-size:1.2em;font-weight:600;line-height:1.3;}\r\n.lux-ai2026 .lux-law .lux-law-date{display:block;margin-bottom:14px;color:var(--lux-accent);font-size:.9em;font-weight:800;}\r\n.lux-ai2026 .lux-law p{margin:0 0 12px;}\r\n.lux-ai2026 .lux-law p:last-child{margin-bottom:0;}\r\n.lux-ai2026 .lux-law ul{margin:0;padding-left:19px;color:var(--lux-muted);}\r\n.lux-ai2026 .lux-law li{margin-bottom:8px;}\r\n\r\n.lux-ai2026 .lux-checklist{max-width:900px;margin:30px auto;padding:0;list-style:none;}\r\n.lux-ai2026 .lux-checklist li{position:relative;margin-bottom:14px;padding:16px 20px 16px 52px;border-radius:var(--lux-radius-sm);background:var(--lux-panel)!important;border:1px solid var(--lux-border);color:var(--lux-muted);}\r\n.lux-ai2026 .lux-checklist li::before{content:\"\u2713\";position:absolute;left:18px;top:15px;width:22px;height:22px;display:flex;align-items:center;justify-content:center;border-radius:50%;background:rgba(190,59,101,.18);border:1px solid rgba(190,59,101,.45);color:var(--lux-accent);font-size:.8em;font-weight:800;}\r\n.lux-ai2026 .lux-checklist li b{display:block;margin-bottom:3px;color:var(--lux-text);}\r\n\r\n.lux-ai2026 .lux-casequote{max-width:860px;margin:30px auto;padding:26px 30px;border-radius:var(--lux-radius);background:var(--lux-panel-soft)!important;border:1px solid var(--lux-border);border-left:4px solid var(--lux-soft-blue);}\r\n.lux-ai2026 .lux-casequote p{margin:0 0 12px;color:var(--lux-text);font-size:1.08em;line-height:1.6;}\r\n.lux-ai2026 .lux-casequote cite{display:block;color:var(--lux-muted);font-size:.9em;font-style:normal;}\r\n\r\n.lux-ai2026 .lux-verdict{display:grid;grid-template-columns:repeat(2,1fr);gap:18px;margin:30px auto;}\r\n.lux-ai2026 .lux-verdict > div{padding:26px;border-radius:var(--lux-radius);background:var(--lux-panel)!important;border:1px solid var(--lux-border);}\r\n.lux-ai2026 .lux-verdict > div.lux-v-bad{border-left:4px solid var(--lux-danger);}\r\n.lux-ai2026 .lux-verdict > div.lux-v-good{border-left:4px solid var(--lux-ok);}\r\n.lux-ai2026 .lux-verdict h4{margin:0 0 4px;color:var(--lux-text)!important;font-family:'Fraunces',Georgia,serif;font-size:1.18em;font-weight:600;}\r\n.lux-ai2026 .lux-verdict .lux-v-tag{display:block;margin-bottom:14px;font-size:.82em;font-weight:800;letter-spacing:.07em;text-transform:uppercase;}\r\n.lux-ai2026 .lux-verdict .lux-v-bad .lux-v-tag{color:#e08a76;}\r\n.lux-ai2026 .lux-verdict .lux-v-good .lux-v-tag{color:#93bd9f;}\r\n.lux-ai2026 .lux-verdict p{margin:0 0 12px;}\r\n.lux-ai2026 .lux-verdict p:last-child{margin-bottom:0;}\r\n\r\n.lux-ai2026 a:focus-visible,.lux-ai2026 summary:focus-visible,.lux-ai2026 .lux-btn:focus-visible{outline:2px solid var(--lux-accent);outline-offset:3px;}\r\n\r\n@media(prefers-reduced-motion:reduce){\r\n  .lux-ai2026 *,.lux-ai2026 *::before,.lux-ai2026 *::after{transition-duration:.01ms!important;animation-duration:.01ms!important;}\r\n}\r\n\r\n.lux-ai2026 [style*=\"background:#fff\"],.lux-ai2026 [style*=\"background: #fff\"],.lux-ai2026 [style*=\"background:white\"],.lux-ai2026 [style*=\"background: white\"],.lux-ai2026 [style*=\"background-color:#fff\"],.lux-ai2026 [style*=\"background-color: #fff\"],.lux-ai2026 [style*=\"background-color:white\"],.lux-ai2026 [style*=\"background-color: white\"],.lux-ai2026 [style*=\"background:#ffffff\"],.lux-ai2026 [style*=\"background: #ffffff\"],.lux-ai2026 [style*=\"background-color:#ffffff\"],.lux-ai2026 [style*=\"background-color: #ffffff\"],.lux-ai2026 [style*=\"#f7fafd\"],.lux-ai2026 [style*=\"#f7faff\"],.lux-ai2026 [style*=\"#fafafa\"],.lux-ai2026 [style*=\"#f9f9f9\"],.lux-ai2026 [style*=\"#ffffff\"]{background:var(--lux-panel)!important;background-color:var(--lux-panel)!important;color:var(--lux-muted)!important;border-color:var(--lux-border)!important;}\r\n\r\n@media(max-width:980px){\r\n  .lux-ai2026 .lux-hero-grid,.lux-ai2026 .lux-split{grid-template-columns:1fr;}\r\n  .lux-ai2026 .lux-hero-media{order:-1;}\r\n  .lux-ai2026 .lux-card-grid,.lux-ai2026 .lux-risk-table,.lux-ai2026 .lux-stat-grid,.lux-ai2026 .lux-law-grid{grid-template-columns:repeat(2,1fr);}\r\n  .lux-ai2026 .lux-stat-grid.lux-stat-3{grid-template-columns:repeat(3,1fr);}\r\n  .lux-ai2026 .lux-gallery.lux-gallery-8{grid-template-columns:repeat(2,1fr);}\r\n  .lux-ai2026 .lux-key-grid{grid-template-columns:repeat(2,1fr);}\r\n}\r\n\r\n@media(max-width:720px){\r\n  .lux-ai2026{font-size:16px;}\r\n  .lux-ai2026 .lux-wrap{padding:0 16px;}\r\n  .lux-ai2026 .lux-section{margin:54px auto;}\r\n  .lux-ai2026 .lux-lead-box,.lux-ai2026 .lux-final,.lux-ai2026 .lux-cta{padding:24px;}\r\n  .lux-ai2026 .lux-gallery.lux-gallery-6,.lux-ai2026 .lux-gallery.lux-gallery-3,.lux-ai2026 .lux-stat-grid,.lux-ai2026 .lux-stat-grid.lux-stat-3{grid-template-columns:repeat(2,1fr);}\r\n  .lux-ai2026 .lux-compare-row,.lux-ai2026 .lux-law-grid,.lux-ai2026 .lux-card-grid.lux-cards-2,.lux-ai2026 .lux-verdict{grid-template-columns:1fr;}\r\n  .lux-ai2026 .lux-tldr,.lux-ai2026 .lux-alert{padding:22px;}\r\n}\r\n\r\n@media(max-width:480px){\r\n  .lux-ai2026 .lux-gallery.lux-gallery-6,.lux-ai2026 .lux-gallery.lux-gallery-8,.lux-ai2026 .lux-gallery.lux-gallery-3,.lux-ai2026 .lux-card-grid,.lux-ai2026 .lux-risk-table,.lux-ai2026 .lux-stat-grid,.lux-ai2026 .lux-stat-grid.lux-stat-3{grid-template-columns:1fr;}\r\n  .lux-ai2026 .lux-btn{width:100%;}\r\n  .lux-ai2026 .lux-key-grid{grid-template-columns:1fr;}\r\n  .lux-ai2026 .lux-key{min-height:0;}\r\n}\r\n\r\n\/* =========================================================\r\n   OKUNAB\u0130L\u0130RL\u0130K YAMASI \u2014 v2 (24 A\u011fustos 2026)\r\n   ========================================================= *\/\r\n\r\n.lux-ai2026{font-size:17.5px;line-height:1.78;counter-reset:luxsec;scroll-behavior:smooth;}\r\n.lux-ai2026 p{text-wrap:pretty;}\r\n.lux-ai2026 .lux-text-block,\r\n.lux-ai2026 .lux-narrow,\r\n.lux-ai2026 .lux-heading{max-width:68ch;}\r\n.lux-ai2026 .lux-text-block p{margin:0 0 22px;}\r\n.lux-ai2026 .lux-text-block li{margin-bottom:12px;line-height:1.7;}\r\n\r\n.lux-ai2026 strong{font-weight:700;}\r\n.lux-ai2026 .lux-faq summary{font-weight:700;}\r\n.lux-ai2026 .lux-stat span,\r\n.lux-ai2026 .lux-checklist li b{font-weight:700;}\r\n\r\n.lux-ai2026 .lux-dropcap::first-letter{\r\n  float:left;font-family:'Fraunces',Georgia,serif;font-size:3.5em;line-height:.84;\r\n  font-weight:600;color:var(--lux-accent);padding:8px 14px 0 0;\r\n}\r\n\r\n.lux-ai2026 .lux-kicker.lux-num::before{\r\n  counter-increment:luxsec;content:counter(luxsec,decimal-leading-zero);\r\n  margin-right:9px;padding-right:9px;border-right:1px solid rgba(190,59,101,.5);opacity:.75;\r\n}\r\n\r\n.lux-ai2026 .lux-keyline{\r\n  max-width:68ch;margin:30px auto;padding:4px 0 4px 20px;\r\n  border-left:3px solid var(--lux-soft-blue);color:var(--lux-text);\r\n  font-size:1.06em;line-height:1.6;\r\n}\r\n\r\n@media(max-width:720px){\r\n  .lux-ai2026 .lux-table-wrap{overflow:visible;border:0;background:transparent!important;}\r\n  .lux-ai2026 table.lux-table{min-width:0;font-size:.96em;}\r\n  .lux-ai2026 table.lux-table thead{position:absolute;width:1px;height:1px;overflow:hidden;clip:rect(0 0 0 0);}\r\n  .lux-ai2026 table.lux-table tr{\r\n    display:block;margin-bottom:14px;padding:8px 4px;\r\n    border:1px solid var(--lux-border);border-radius:var(--lux-radius-sm);\r\n    background:var(--lux-panel)!important;\r\n  }\r\n  .lux-ai2026 table.lux-table td{\r\n    display:grid;grid-template-columns:34% 1fr;gap:12px;\r\n    padding:10px 14px;border-bottom:1px solid rgba(242,242,242,.07);\r\n  }\r\n  .lux-ai2026 table.lux-table tr td:last-child{border-bottom:0;}\r\n  .lux-ai2026 table.lux-table td::before{\r\n    content:attr(data-label);color:var(--lux-soft-blue);\r\n    font-size:.74em;font-weight:800;letter-spacing:.07em;text-transform:uppercase;line-height:1.4;\r\n  }\r\n}\r\n\r\n@media(min-width:981px){\r\n  .lux-ai2026 .lux-jumpnav{position:sticky;top:12px;z-index:5;backdrop-filter:blur(8px);}\r\n}\r\n\r\n.lux-ai2026 p > .lux-evidence{margin:0 8px 0 0;vertical-align:2px;}\r\n.lux-ai2026 .lux-gallery.lux-gallery-3 img{aspect-ratio:1 \/ 1;}\r\n.lux-ai2026 .lux-tldr li{padding-left:2px;line-height:1.68;}\r\n.lux-ai2026 .lux-tldr li::marker{color:var(--lux-accent);}\r\n.lux-ai2026 ::selection{background:rgba(190,59,101,.35);color:#fff;}\r\n\r\n\/* --- Galeri k\u00fcnyesi: portfolyo g\u00f6rsellerinin neden orada oldu\u011funu s\u00f6yler --- *\/\r\n.lux-ai2026 .lux-gallery-label{\r\n  max-width:1000px;margin:38px auto 14px;padding:16px 20px;\r\n  border:1px solid var(--lux-border);border-left:3px solid var(--lux-accent);\r\n  border-radius:var(--lux-radius-sm);\r\n  background:linear-gradient(180deg,rgba(190,59,101,.09),var(--lux-panel))!important;\r\n}\r\n.lux-ai2026 .lux-gallery-label b{\r\n  display:block;margin-bottom:5px;color:var(--lux-text);\r\n  font-family:'Fraunces',Georgia,serif;font-size:1.08em;font-weight:600;\r\n  line-height:1.35;letter-spacing:-.015em;\r\n}\r\n.lux-ai2026 .lux-gallery-label span{display:block;color:var(--lux-muted);font-size:.93em;line-height:1.6;}\r\n.lux-ai2026 .lux-gallery-label em{color:var(--lux-soft-blue);font-style:normal;font-weight:700;}\r\n.lux-ai2026 .lux-gallery-label + .lux-gallery{margin-top:0;}\r\n<\/style>\r\n\r\n<div class=\"lux-ai2026\">\r\n  <section class=\"lux-hero\">\r\n    <div class=\"lux-wrap lux-hero-grid\">\r\n      <div class=\"lux-hero-copy\">\r\n        <span class=\"lux-kicker\">E-Ticaret G\u00f6rsel Stratejisi \/ A\u011fustos 2026<\/span>\r\n        <h1>AI G\u00f6rseller mi, Ger\u00e7ek Foto\u011fraflar m\u0131?<\/h1>\r\n        <h2>E-Ticarette Hangisi Daha \u00c7ok Sat\u0131yor?<\/h2>\r\n        <p class=\"lux-deck\">\r\n          Bu soruyu 2026'da estetikle cevaplayamazs\u0131n\u0131z. Cevap; iade defterinde, mahkeme kararlar\u0131nda,\r\n          pazaryerlerinin metadata \u015fartlar\u0131nda ve m\u00fc\u015fterinin kutuyu a\u00e7t\u0131\u011f\u0131 andaki y\u00fcz ifadesinde sakl\u0131.\r\n          A\u015fa\u011f\u0131da hakemli ara\u015ft\u0131rmalar, t\u00fcketici anketleri, y\u00fcr\u00fcrl\u00fc\u011fe girmi\u015f yasalar ve\r\n          yirmi y\u0131ll\u0131k prod\u00fcksiyon prati\u011fi ayn\u0131 masaya konuyor.\r\n        <\/p>\r\n        <div class=\"lux-meta\">\r\n          <span>LUX Foto\u011fraf Video Prod\u00fcksiyon<\/span>\r\n          <span>\u0130stanbul &amp; Berlin<\/span>\r\n          <span>Yay\u0131n: 1 Haziran 2026<\/span>\r\n          <span class=\"lux-meta-live\">Kaynak denetimi: 24 A\u011fustos 2026<\/span>\r\n        <\/div>\r\n      <\/div>\r\n      <figure class=\"lux-hero-media\">\r\n        <img src=\"https:\/\/burakbulut.net\/wp-content\/uploads\/2026\/03\/DSC03716-ff-scaled.webp\" alt=\"Profesyonel \u00fcr\u00fcn, moda ve kampanya prod\u00fcksiyon \u00e7ekimi \u00f6rne\u011fi\" loading=\"eager\" decoding=\"async\">\r\n      <\/figure>\r\n    <\/div>\r\n\r\n    <div class=\"lux-wrap\">\r\n      <div class=\"lux-update-flag\">\r\n        <b>Edit\u00f6r notu \u2014 24 A\u011fustos 2026.<\/b>\r\n        Haziran'daki ilk yay\u0131ndan bu yana d\u00f6rt \u015fey de\u011fi\u015fti. T\u00fcrkiye'de yapay zek\u00e2 reklamlar\u0131na ili\u015fkin\r\n        y\u00f6netmelik <strong>1 A\u011fustos<\/strong>'ta, AB AI Act'in \u015feffafl\u0131k maddesi <strong>2 A\u011fustos<\/strong>'ta\r\n        y\u00fcr\u00fcrl\u00fc\u011fe girdi \u2014 bir g\u00fcn arayla. ABD Y\u00fcksek Mahkemesi, yaln\u0131zca yapay zek\u00e2n\u0131n eser sahibi g\u00f6sterildi\u011fi\r\n        Thaler dosyas\u0131n\u0131 incelemeyi reddetti; b\u00f6ylece yeterli insan katk\u0131s\u0131 arayan alt mahkeme karar\u0131 o dosyada\r\n        ayakta kald\u0131. <em>Journal of Advertising<\/em>'de \u00e7\u0131kan yeni bir \u00e7al\u0131\u015fma, AI modellerinin marka g\u00fcvenini\r\n        nas\u0131l a\u015f\u0131nd\u0131rd\u0131\u011f\u0131n\u0131 \u2014 ve bunun iki panzehirini \u2014 ortaya koydu. Son olarak iade ekonomisi verileri,\r\n        tart\u0131\u015fmay\u0131 estetikten muhasebeye ta\u015f\u0131d\u0131.\r\n        Bu s\u00fcr\u00fcmde ayr\u0131ca metnin kan\u0131t hijyeni s\u0131k\u0131la\u015ft\u0131r\u0131ld\u0131: \u00fcr\u00fcn g\u00f6rseli d\u0131\u015f\u0131ndaki genel AI ara\u015ft\u0131rmalar\u0131\r\n        ayr\u0131 etiketlendi, \u00f6n bask\u0131lar hakemli \u00e7al\u0131\u015fma gibi sunulmad\u0131, birincil kayna\u011f\u0131 do\u011frulanamayan\r\n        iade oranlar\u0131 metinden \u00e7\u0131kar\u0131ld\u0131.\r\n      <\/div>\r\n\r\n      <nav class=\"lux-jumpnav\" aria-label=\"Yaz\u0131 b\u00f6l\u00fcmleri\">\r\n        <b>Do\u011frudan b\u00f6l\u00fcme git<\/b>\r\n        <div>\r\n          <a href=\"#yonetici-ozeti\">3 dakikal\u0131k \u00f6zet<\/a>\r\n          <a href=\"#tuketici-verisi\">T\u00fcketici verisi<\/a>\r\n          <a href=\"#kronoloji\">18 ay\u0131n kronolojisi<\/a>\r\n          <a href=\"#iade-ekonomisi\">\u0130ade ekonomisi<\/a>\r\n          <a href=\"#akademik-kanit\">Akademik kan\u0131t<\/a>\r\n          <a href=\"#hukuk-platformlar\">Hukuk &amp; platformlar<\/a>\r\n          <a href=\"#karar-matrisi\">Karar matrisi<\/a>\r\n          <a href=\"#sss\">SSS<\/a>\r\n          <a href=\"#kaynakca\">Kaynak\u00e7a<\/a>\r\n        <\/div>\r\n      <\/nav>\r\n\r\n      <div class=\"lux-heading\" id=\"yonetici-ozeti\">\r\n        <span class=\"lux-kicker lux-num\">\u0130lk 3 Dakika<\/span>\r\n        <h2>Toplant\u0131ya Girmeden \u00d6nce Bilmeniz Gereken D\u00f6rt \u015eey<\/h2>\r\n        <p>\r\n          Bu tart\u0131\u015fman\u0131n tek bir kazanan\u0131 yok. Do\u011fru se\u00e7im, o g\u00f6rselin sizin i\u00e7in hangi i\u015fi yapt\u0131\u011f\u0131na ba\u011fl\u0131.\r\n        <\/p>\r\n      <\/div>\r\n\r\n      <div class=\"lux-key-grid\" aria-label=\"E-ticaret y\u00f6neticileri i\u00e7in d\u00f6rt kritik not\">\r\n        <article class=\"lux-key\">\r\n          <span class=\"lux-evidence lux-peer\">Hakemli \u00e7al\u0131\u015fma<\/span>\r\n          <b>AI kalite yar\u0131\u015f\u0131n\u0131 kazanabilir. \u00dcr\u00fcn do\u011frulu\u011funu kazanmaz.<\/b>\r\n          <p>10.320 sentetik g\u00f6rsel ve 254.400 insan de\u011ferlendirmesi, g\u00fc\u00e7l\u00fc modellerin genel pazarlama g\u00f6rsellerinde insan\u0131 ge\u00e7ebildi\u011fini g\u00f6steriyor. Ama o \u00e7al\u0131\u015fma hi\u00e7bir zaman \u015funu sormad\u0131: bu g\u00f6rsel, kargodan \u00e7\u0131kan \u00fcr\u00fcnle ayn\u0131 m\u0131?<\/p>\r\n        <\/article>\r\n        <article class=\"lux-key\">\r\n          <span class=\"lux-evidence lux-industry\">Sekt\u00f6r verisi<\/span>\r\n          <b>Estetik tart\u0131\u015fmas\u0131n\u0131n faturas\u0131 iade defterinde kesiliyor.<\/b>\r\n          <p>NRF'ye g\u00f6re 2025'te \u00e7evrim i\u00e7i sat\u0131\u015flar\u0131n tahmini %19,3'\u00fc geri d\u00f6nd\u00fc. AI g\u00f6rselin bu orana ka\u00e7 puan ekledi\u011fini g\u00f6steren ba\u011f\u0131ms\u0131z bir \u00f6l\u00e7\u00fcm ise hen\u00fcz ortada yok.<\/p>\r\n        <\/article>\r\n        <article class=\"lux-key\">\r\n          <span class=\"lux-evidence lux-industry\">T\u00fcketici anketi<\/span>\r\n          <b>G\u00fcven riski ger\u00e7ek \u2014 ama her ara\u015ft\u0131rma ayn\u0131 \u015feyi \u00f6l\u00e7m\u00fcyor.<\/b>\r\n          <p>Harris Poll'de kat\u0131l\u0131mc\u0131lar\u0131n %63'\u00fc, AI reklam kullanan bir markadan al\u0131\u015fveri\u015f etme olas\u0131l\u0131\u011f\u0131n\u0131n d\u00fc\u015ft\u00fc\u011f\u00fcn\u00fc s\u00f6yledi. Bu bir reklam alg\u0131s\u0131 \u00f6l\u00e7\u00fcm\u00fc; \u00fcr\u00fcn sayfas\u0131 d\u00f6n\u00fc\u015f\u00fcm\u00fc de\u011fil.<\/p>\r\n        <\/article>\r\n        <article class=\"lux-key\">\r\n          <span class=\"lux-evidence lux-official\">Resm\u00ee d\u00fczenleme<\/span>\r\n          <b>\"Her AI g\u00f6rseline etiket\" diye bir kural yok.<\/b>\r\n          <p>T\u00fcrkiye'nin kural\u0131, insandan ay\u0131rt edilemeyen dijital karakterlere odaklan\u0131yor. AB'de ise sa\u011flay\u0131c\u0131n\u0131n makine-okunabilir i\u015faretlemesi ile sat\u0131c\u0131n\u0131n deepfake a\u00e7\u0131klamas\u0131 bamba\u015fka iki y\u00fck\u00fcml\u00fcl\u00fck.<\/p>\r\n        <\/article>\r\n      <\/div>\r\n\r\n      <div class=\"lux-evidence-legend\" aria-label=\"Kan\u0131t t\u00fcrleri ve okuma notu\">\r\n        <p><strong>Bu sayfay\u0131 nas\u0131l okumal\u0131.<\/strong> A\u015fa\u011f\u0131daki bulgular\u0131n hepsi ayn\u0131 a\u011f\u0131rl\u0131kta de\u011fil, o y\u00fczden hepsini etiketledik:<\/p>\r\n        <p><span class=\"lux-evidence lux-peer\">Hakemli<\/span> bilimsel dergi \u00b7 <span class=\"lux-evidence lux-preprint\">\u00d6n bask\u0131<\/span> hen\u00fcz hakem de\u011ferlendirmesinden ge\u00e7memi\u015f \u00b7 <span class=\"lux-evidence lux-industry\">Sekt\u00f6r verisi<\/span> anket veya kurum raporu \u00b7 <span class=\"lux-evidence lux-official\">Resm\u00ee<\/span> mevzuat ya da platform politikas\u0131.<\/p>\r\n        <p>\r\n          Ve bir kez s\u00f6yleyip bir daha tekrarlamayaca\u011f\u0131m\u0131z \u015fey: burada aktar\u0131lan hi\u00e7bir bulgu, sizin kategorinizde\r\n          ne olaca\u011f\u0131n\u0131n garantisi de\u011fil. Anket beyan edilen tutumu \u00f6l\u00e7er, saha deneyi tek bir platformun\r\n          davran\u0131\u015f\u0131n\u0131 \u00f6l\u00e7er, hakemli \u00e7al\u0131\u015fma kontroll\u00fc bir g\u00f6revi \u00f6l\u00e7er. Kendi SKU'nuzda ne olaca\u011f\u0131n\u0131\r\n          yaln\u0131zca kendi testiniz s\u00f6yler. Bunu bilerek okuyun; her paragrafta hat\u0131rlatmayaca\u011f\u0131z.\r\n        <\/p>\r\n      <\/div>\r\n\r\n      <div class=\"lux-lead-box lux-narrow\">\r\n        <p class=\"lux-dropcap\">\r\n          Bir \u00fcr\u00fcn foto\u011fraf\u0131n\u0131n i\u015fi g\u00fczel g\u00f6r\u00fcnmek de\u011fildir. \u0130\u015fi, kutu a\u00e7\u0131ld\u0131\u011f\u0131nda m\u00fc\u015fterinin\r\n          \"evet, ayn\u0131s\u0131\" demesini sa\u011flamakt\u0131r. 2026'da yapay zek\u00e2 tart\u0131\u015fmas\u0131n\u0131n kilidi tam olarak burada:\r\n          soru hangi g\u00f6rselin daha iyi g\u00f6r\u00fcnd\u00fc\u011f\u00fc de\u011fil, hangisinin \u00fcr\u00fcn\u00fcn yerine ge\u00e7ebildi\u011fi.\r\n        <\/p>\r\n        <p>\r\n          \u00dcr\u00fcn foto\u011fraf\u0131, reklam g\u00f6rselinden farkl\u0131 bir i\u015f yapar. Reklam g\u00f6rseli bir duygu satar.\r\n          \u00dcr\u00fcn foto\u011fraf\u0131 ise bir iddiada bulunur: bu kuma\u015f b\u00f6yle d\u00f6k\u00fcl\u00fcr, bu y\u00fcz\u00fck parmakta bu kadar yer kaplar,\r\n          bu ruj bu tende bu tonu verir. M\u00fc\u015fterinin \u00fcr\u00fcne dokunamad\u0131\u011f\u0131 bir pazarda g\u00f6rsel dekoratif bir y\u00fczey de\u011fil,\r\n          <strong>sat\u0131n al\u0131nacak \u015feyin delilidir.<\/strong> \u0130ddia tutmad\u0131\u011f\u0131nda bedelini kargo, iade formu ve\r\n          yorum puan\u0131 \u00f6der.\r\n        <\/p>\r\n        <p>\r\n          2024\u20132026 aras\u0131ndaki akademik \u00e7al\u0131\u015fmalar ve t\u00fcketici ara\u015ft\u0131rmalar\u0131 ko\u015fullu ama tutarl\u0131 bir desen g\u00f6steriyor.\r\n          Bir AI g\u00f6rsel teknik olarak kusursuz olabilir; t\u00fcketici onun sentetik oldu\u011funu sezdi\u011fi ya da \u00f6\u011frendi\u011fi anda\r\n          duygusal g\u00fcven d\u00fc\u015f\u00fcyor, \u00f6zg\u00fcnl\u00fck alg\u0131s\u0131 zay\u0131fl\u0131yor, sat\u0131n alma niyeti geriliyor. Bu etki her kategoride ayn\u0131\r\n          \u015fiddette de\u011fil \u2014 moda, kozmetik, m\u00fccevher, l\u00fcks, bebek \u00fcr\u00fcnleri, g\u0131da, konaklama ve ki\u015fisel bak\u0131mda,\r\n          yani t\u00fcketicinin \u00fcr\u00fcne kendi bedeniyle temas edece\u011fi yerlerde \u00e7ok daha sert.\r\n        <\/p>\r\n        <p>\r\n          <strong>LUX Foto\u011fraf Video Prod\u00fcksiyon<\/strong> olarak 2005'ten beri \u0130stanbul ve Berlin'deki st\u00fcdyolar\u0131m\u0131zda\r\n          e-ticaret, moda, kozmetik, m\u00fccevher, end\u00fcstriyel \u00fcr\u00fcn ve kampanya i\u015fleri \u00fcretiyoruz. Yapay zek\u00e2y\u0131\r\n          reddetmiyoruz; konsept geli\u015ftirmede, arka plan varyasyonunda, demo \u00fcretimde, kampanya adaptasyonunda ve\r\n          baz\u0131 geni\u015fletme i\u015flerinde biz de kullan\u0131yoruz. Ama ana \u00fcr\u00fcn g\u00f6rseline gelince masaya hep ayn\u0131 soru geliyor\r\n          ve cevab\u0131 2005'ten beri de\u011fi\u015fmedi: <strong>bu kare, \u00fcr\u00fcn\u00fc ger\u00e7ekten temsil ediyor mu?<\/strong>\r\n        <\/p>\r\n      <\/div>\r\n\r\n      <div class=\"lux-tldr\" aria-label=\"On bir maddelik karar \u00f6zeti\">\r\n        <h3>2026 tablosu, on bir maddede<\/h3>\r\n        <ul>\r\n          <li><strong>Mesele AI'\u0131n kullan\u0131l\u0131p kullan\u0131lmad\u0131\u011f\u0131 de\u011fil.<\/strong> Ara\u015ft\u0131rmalar\u0131n ortak uyar\u0131s\u0131 \u015fu: tepkiyi belirleyen d\u00f6rt \u015fey birlikte \u00e7al\u0131\u015f\u0131yor \u2014 \u00e7\u0131kt\u0131 kalitesi, \u00fcr\u00fcn do\u011frulu\u011fu, \u015feffafl\u0131k ve markan\u0131n AI'a ba\u015fvurma gerek\u00e7esi.<\/li>\r\n          <li><strong>AI'\u0131n a\u00e7\u0131k ara kazand\u0131\u011f\u0131 yerler var.<\/strong> Geni\u015f \u00f6l\u00e7ekli hakemli \u00e7al\u0131\u015fma, en g\u00fc\u00e7l\u00fc \u00fcretken modellerin genel pazarlama g\u00f6rsellerinde kalitede, ger\u00e7ek\u00e7ilikte ve estetikte insan \u00fcretimini yakalad\u0131\u011f\u0131n\u0131 ya da ge\u00e7ti\u011fini g\u00f6steriyor. Bu, fiziksel \u00fcr\u00fcn do\u011frulu\u011funun kan\u0131t\u0131 de\u011fil \u2014 farkl\u0131 bir yar\u0131\u015f\u0131n sonucu.<\/li>\r\n          <li><strong>\"AI dikkat \u00e7eker, ger\u00e7ek foto\u011fraf satar\" diye bir do\u011fa yasas\u0131 yok.<\/strong> Vinted \u00f6n bask\u0131s\u0131nda sonbahar-k\u0131\u015fta AI g\u00f6rseller dikkat metriklerinde, ilkbahar-yazda orijinal foto\u011fraflar \u00f6zellikle d\u00f6n\u00fc\u015f\u00fcm metriklerinde \u00f6ne ge\u00e7ti. Ayn\u0131 platform, ayn\u0131 y\u0131l, z\u0131t sonu\u00e7.<\/li>\r\n          <li><strong>\u0130ade, e-ticaretin sessiz gider kalemi.<\/strong> NRF'ye g\u00f6re 2025'te \u00e7evrim i\u00e7i sat\u0131\u015flar\u0131n tahmini %19,3'\u00fc geri d\u00f6nd\u00fc. G\u00f6rsel stratejisini yaln\u0131zca t\u0131klamayla \u00f6l\u00e7menin neden yan\u0131lt\u0131c\u0131 oldu\u011fu burada gizli.<\/li>\r\n          <li><strong>\"AI g\u00f6rsel iadeyi 1,8\u20134,2 puan art\u0131r\u0131yor\" iddias\u0131n\u0131n arkas\u0131nda bir \u00e7al\u0131\u015fma yok.<\/strong> Kaynak taramas\u0131nda bulunamad\u0131. Do\u011frusu, kendi SKU'lar\u0131n\u0131zda d\u00f6n\u00fc\u015f\u00fcm ve iade gerek\u00e7elerini birlikte izlemek.<\/li>\r\n          <li><strong>AI arama taraf\u0131nda g\u00fcven kayb\u0131 12 ayda ikiye katland\u0131.<\/strong> Fractl'\u0131n ABD ara\u015ft\u0131rmas\u0131nda, yo\u011fun AI kullan\u0131m\u0131n\u0131n marka g\u00fcvenini azaltt\u0131\u011f\u0131n\u0131 s\u00f6yleyenler %20'den %39'a \u00e7\u0131kt\u0131. Dikkat: bu bulgu \u00fcr\u00fcn foto\u011fraf\u0131 deneyinden de\u011fil, AI arama ve i\u00e7erik ba\u011flam\u0131ndan geliyor.<\/li>\r\n          <li><strong>Neden kulland\u0131\u011f\u0131n\u0131z, nas\u0131l kulland\u0131\u011f\u0131n\u0131zdan \u00f6nemli.<\/strong> Deneysel \u00e7al\u0131\u015fmalar, AI kullan\u0131m\u0131 \"maliyet tasarrufu\" diye a\u00e7\u0131kland\u0131\u011f\u0131nda g\u00fcvenin d\u00fc\u015ft\u00fc\u011f\u00fcn\u00fc; farkl\u0131 bir gerek\u00e7eyle sunuldu\u011funda insan yap\u0131m\u0131 g\u00f6rsellerle benzer g\u00fcven seviyesi olu\u015ftu\u011funu g\u00f6steriyor.<\/li>\r\n          <li><strong>Sosyal de\u011fer iddias\u0131n\u0131 sentetik g\u00f6rselle desteklemek geri tepiyor.<\/strong> <em>Journal of Advertising<\/em>'deki deneyler, beden olumlama ba\u011flam\u0131nda AI model kullan\u0131m\u0131n\u0131n alg\u0131lanan marka ikiy\u00fczl\u00fcl\u00fc\u011f\u00fcn\u00fc art\u0131rd\u0131\u011f\u0131n\u0131 buldu.<\/li>\r\n          <li><strong>\u015eeffafl\u0131k art\u0131k y\u00fcr\u00fcrl\u00fckte \u2014 ama iki \u00fclke iki farkl\u0131 \u015fey istiyor.<\/strong> T\u00fcrkiye ger\u00e7ek insan san\u0131labilecek dijital karakterleri d\u00fczenliyor; AB ise sa\u011flay\u0131c\u0131 i\u015faretlemesini, deepfake a\u00e7\u0131klamas\u0131n\u0131 ve belirli AI etkile\u015fimlerini ayr\u0131 ayr\u0131 ele al\u0131yor.<\/li>\r\n          <li><strong>Saf AI \u00e7\u0131kt\u0131s\u0131nda telif riski y\u00fcksek.<\/strong> ABD'de yeterli insan yarat\u0131c\u0131 katk\u0131s\u0131 yoksa koruma do\u011fmuyor. Yine de marka, s\u00f6zle\u015fme ve haks\u0131z rekabet gibi ba\u015fka haklar ayr\u0131ca de\u011ferlendirilmeli.<\/li>\r\n          <li><strong>AI k\u00f6keni bazen izlenebilir, hi\u00e7bir zaman kesin te\u015fhis edilemez.<\/strong> C2PA, IPTC ve SynthID g\u00fc\u00e7l\u00fc sinyaller sa\u011fl\u0131yor; ama metadata silinebiliyor ve s\u0131n\u0131fland\u0131r\u0131c\u0131lar hata yap\u0131yor.<\/li>\r\n        <\/ul>\r\n      <\/div>\r\n\r\n      <div class=\"lux-pullquote lux-narrow\">\r\n        2026'da g\u00f6rsel strateji \"AI kullanal\u0131m m\u0131, kullanmayal\u0131m m\u0131\" ikilemine s\u0131k\u0131\u015ft\u0131r\u0131lamaz.\r\n        Do\u011fru soru \u015fu: AI nerede h\u0131z kazand\u0131r\u0131r, ger\u00e7ek \u00e7ekim nerede delil \u00fcretir?\r\n      <\/div>\r\n\r\n      <div class=\"lux-heading\" id=\"tuketici-verisi\" style=\"margin-top:58px;\">\r\n        <span class=\"lux-kicker lux-num\">T\u00fcketici Verisi<\/span>\r\n        <h2>Sekiz Rakam, D\u00f6rt Farkl\u0131 \u00d6l\u00e7\u00fcm<\/h2>\r\n        <p>\r\n          A\u015fa\u011f\u0131daki veriler 2025\u20132026 d\u00f6neminde yay\u0131mlanan akademik \u00e7al\u0131\u015fmalardan, kurum ara\u015ft\u0131rmalar\u0131ndan ve\r\n          sekt\u00f6r anketlerinden derlendi. Her bulgunun neyi \u00f6l\u00e7t\u00fc\u011f\u00fc kart\u0131n alt\u0131nda, tam k\u00fcnyesi sayfa sonundaki kaynak\u00e7ada.\r\n        <\/p>\r\n      <\/div>\r\n\r\n      <div class=\"lux-stat-grid\" aria-label=\"2026 t\u00fcketici g\u00fcven verileri\">\r\n        <div class=\"lux-stat\">\r\n          <b>%78<\/b>\r\n          <span>\"AI, reklam\u0131 daha az \u00f6zg\u00fcn hissettiriyor\"<\/span>\r\n          <small>Harris Poll \/ 4A's \/ Infillion, Haziran 2026 \u00b7 reklam alg\u0131s\u0131<\/small>\r\n        <\/div>\r\n        <div class=\"lux-stat\">\r\n          <b>%73<\/b>\r\n          <span>AI ile yap\u0131ld\u0131\u011f\u0131ndan \u015f\u00fcphelendi\u011fi reklama daha az g\u00fcveniyor<\/span>\r\n          <small>Harris Poll \/ 4A's \/ Infillion, Haziran 2026 \u00b7 reklam alg\u0131s\u0131<\/small>\r\n        <\/div>\r\n        <div class=\"lux-stat\">\r\n          <b>%63<\/b>\r\n          <span>AI \u00fcretimi reklam kullanan markadan sat\u0131n alma olas\u0131l\u0131\u011f\u0131 d\u00fc\u015f\u00fcyor<\/span>\r\n          <small>Harris Poll \/ 4A's \/ Infillion, Haziran 2026 \u00b7 reklam alg\u0131s\u0131<\/small>\r\n        <\/div>\r\n        <div class=\"lux-stat\">\r\n          <b>%50<\/b>\r\n          <span>T\u00fcketiciye d\u00f6n\u00fck i\u00e7erikte GenAI kullanmayan markay\u0131 tercih ediyor<\/span>\r\n          <small>Gartner \u00b7 1.539 ABD t\u00fcketicisi, Ekim 2025<\/small>\r\n        <\/div>\r\n      <\/div>\r\n\r\n      <div class=\"lux-stat-grid\" aria-label=\"G\u00fcven kayb\u0131 ve \u015feffafl\u0131k verileri\">\r\n        <div class=\"lux-stat\">\r\n          <b>%39<\/b>\r\n          <span>Yo\u011fun AI kullan\u0131m\u0131 markaya g\u00fcvenini azalt\u0131r <em>(2025'te %20 idi)<\/em><\/span>\r\n          <small>Fractl \/ Search Engine Land \u00b7 1.008 ABD t\u00fcketicisi \u00b7 AI arama\/i\u00e7erik ba\u011flam\u0131<\/small>\r\n        <\/div>\r\n        <div class=\"lux-stat\">\r\n          <b>%76<\/b>\r\n          <span>G\u00f6rsel, video veya metnin AI m\u0131 insan m\u0131 \u00fcr\u00fcn\u00fc oldu\u011funu ay\u0131rt etmeyi \u00e7ok \u00f6nemli buluyor<\/span>\r\n          <small>Pew Research Center \u00b7 ABD yeti\u015fkinleri, 2025 \u00b7 genel medya ba\u011flam\u0131<\/small>\r\n        <\/div>\r\n        <div class=\"lux-stat\">\r\n          <b>%53<\/b>\r\n          <span>Bunu yapabilece\u011fine <em>g\u00fcvenmiyor<\/em><\/span>\r\n          <small>Pew Research Center \u00b7 ABD yeti\u015fkinleri, 2025 \u00b7 genel medya ba\u011flam\u0131<\/small>\r\n        <\/div>\r\n        <div class=\"lux-stat\">\r\n          <b>%37<\/b>\r\n          <span>Sanal model kullan\u0131ld\u0131\u011f\u0131n\u0131 \u00f6\u011frenince iade politikas\u0131n\u0131 kontrol edece\u011fini s\u00f6yl\u00fcyor<\/span>\r\n          <small>Stylitics + Aha Studio \u00b7 411 al\u0131\u015fveri\u015f\u00e7i \u00b7 \u015firket destekli anket<\/small>\r\n        <\/div>\r\n      <\/div>\r\n\r\n      <div class=\"lux-text-block\">\r\n        <p>\r\n          Bu tablonun ikna edicili\u011fi tek bir ara\u015ft\u0131rmadan gelmiyor. Farkl\u0131 \u00fclkelerde, farkl\u0131 \u00f6rneklemlerle,\r\n          farkl\u0131 y\u00f6ntemlerle y\u00fcr\u00fct\u00fclm\u00fc\u015f \u00e7al\u0131\u015fmalar ayn\u0131 y\u00f6ne bak\u0131yor. Gartner, t\u00fcketicilerin yar\u0131s\u0131n\u0131n\r\n          t\u00fcketiciye d\u00f6n\u00fck i\u00e7eri\u011finde \u00fcretken AI kullanmayan markalar\u0131 tercih etti\u011fini buluyor.\r\n          Cint, t\u00fcketicilerin b\u00fcy\u00fck b\u00f6l\u00fcm\u00fcn\u00fcn markalardan AI kullan\u0131m\u0131n\u0131 a\u00e7\u0131klamas\u0131n\u0131 bekledi\u011fini g\u00f6steriyor.\r\n          Klaviyo'nun 2026 ara\u015ft\u0131rmas\u0131nda kat\u0131l\u0131mc\u0131lar\u0131n %61'i markalar\u0131n AI \u00fcretimi pazarlama i\u00e7eri\u011fine\r\n          n\u00f6tr bakt\u0131\u011f\u0131n\u0131, %32'si ise bunun g\u00fcvenini azaltt\u0131\u011f\u0131n\u0131 s\u00f6yl\u00fcyor. \u0130kisi de t\u00fcketiciye d\u00f6n\u00fck\r\n          genel i\u00e7eri\u011fi ve reklam\u0131 \u00f6l\u00e7\u00fcyor \u2014 \u00fcr\u00fcn sayfas\u0131 d\u00f6n\u00fc\u015f\u00fcm\u00fcn\u00fc de\u011fil.\r\n        <\/p>\r\n\r\n        <p>\r\n          As\u0131l dikkat \u00e7eken \u015fey oranlar de\u011fil, <strong>h\u0131z.<\/strong> Fractl'\u0131n Search Engine Land ile\r\n          iki y\u0131l \u00fcst \u00fcste ayn\u0131 soruyu sordu\u011fu ara\u015ft\u0131rmada, yo\u011fun AI kullan\u0131m\u0131n\u0131n markaya g\u00fcveni azaltaca\u011f\u0131n\u0131\r\n          s\u00f6yleyenlerin oran\u0131 bir y\u0131lda neredeyse ikiye katland\u0131. Ayn\u0131 ara\u015ft\u0131rmada AI aramay\u0131 geleneksel aramadan\r\n          daha yararl\u0131 bulanlar %82'den %54'e indi; \"AI \u015f\u00fcphecisi\" segmenti %3'ten %17'ye \u00e7\u0131kt\u0131.\r\n          Ayn\u0131 sorular\u0131n iki y\u0131ll\u0131k kar\u015f\u0131la\u015ft\u0131rmas\u0131 g\u00fcven a\u00e7\u0131s\u0131ndan net bi\u00e7imde olumsuz bir e\u011fim \u00e7iziyor.\r\n          Yine de ara\u015ft\u0131rman\u0131n konusu AI arama ve genel i\u00e7erik; \u00fcr\u00fcn foto\u011fraf\u0131 de\u011fil.\r\n        <\/p>\r\n\r\n        <p>\r\n          Pew Research Center verisi tabloya bir de belirsizlik katman\u0131 ekliyor. ABD yeti\u015fkinlerinin %76's\u0131\r\n          bir g\u00f6rselin, videonun ya da metnin kayna\u011f\u0131n\u0131 ay\u0131rt edebilmeyi \u00e7ok \u00f6nemli buluyor; %53'\u00fc bunu\r\n          yapabilece\u011fine g\u00fcvenmiyor. Yani insanlar\u0131n \u00e7o\u011fu bilmek istiyor ama bilemeyece\u011fini de biliyor.\r\n          Bu bir medya okuryazarl\u0131\u011f\u0131 bulgusu, e-ticaret d\u00f6n\u00fc\u015f\u00fcm testi de\u011fil \u2014 \u00fcr\u00fcn sayfalar\u0131 i\u00e7in makul bir\r\n          risk sinyali olarak okunmal\u0131. Moda odakl\u0131 Stylitics\u2013Aha Studio anketinde ise sanal model kullan\u0131ld\u0131\u011f\u0131n\u0131\r\n          \u00f6\u011frenenlerin %37'si beden konusunda daha dikkatli olaca\u011f\u0131n\u0131, %37'si iade politikas\u0131n\u0131 kontrol edece\u011fini,\r\n          %30'u \u00fcr\u00fcn\u00fc iade etmesi gerekebilece\u011fini d\u00fc\u015f\u00fcnd\u00fc\u011f\u00fcn\u00fc s\u00f6yledi.\r\n        <\/p>\r\n      <\/div>\r\n\r\n      <div class=\"lux-note lux-narrow\">\r\n        <p>\r\n          <strong>Bu yaz\u0131n\u0131n en \u00e7ok atlanan c\u00fcmlesi burada.<\/strong>\r\n          DoubleVerify'\u0131n 2026 ara\u015ft\u0131rmas\u0131, t\u00fcketicilerin AI teknolojisini toptan reddetmedi\u011fini g\u00f6steriyor.\r\n          Ayr\u0131m \u00e7izgisi teknolojide de\u011fil, <em>kalitede<\/em>. Olumsuz tepkiyi tetikleyen \u015fey g\u00f6rselin AI ile\r\n          \u00fcretilmi\u015f olmas\u0131 de\u011fil; ucuz, tekinsiz ve \u00f6zensiz g\u00f6r\u00fcnmesi. Ayn\u0131 ara\u015ft\u0131rmada EMEA'da t\u00fcketicilerin\r\n          %42'si, d\u00fc\u015f\u00fck kaliteli AI i\u00e7eri\u011fiyle <em>birlikte an\u0131lan<\/em> markaya bile olumsuz bakt\u0131\u011f\u0131n\u0131 s\u00f6yl\u00fcyor.\r\n        <\/p>\r\n        <p>\r\n          Bu bulgu iki taraf\u0131 birden zorluyor. AI'\u0131 savunan\u0131 da, toptan reddedeni de.\r\n          Belirleyici olan \u00fcretim arac\u0131 de\u011fil; \u00e7\u0131kt\u0131n\u0131n kalitesi ve beyan\u0131n d\u00fcr\u00fcstl\u00fc\u011f\u00fc.\r\n        <\/p>\r\n      <\/div>\r\n\r\n      <div class=\"lux-gallery-label\">\r\n        <b>A\u015fa\u011f\u0131daki karelerin tamam\u0131 LUX Prod\u00fcksiyon portfolyosundan.<\/b>\r\n        <span>\r\n          <em>%100 ger\u00e7ek insan, %100 ger\u00e7ek dekor, %100 ger\u00e7ek \u0131\u015f\u0131k.<\/em>\r\n          Hi\u00e7birinde \u00fcretken yapay zek\u00e2 kullan\u0131lmad\u0131. Yukar\u0131daki bulguyu buradan okuyun:\r\n          ayr\u0131m \u00e7izgisi ara\u00e7ta de\u011fil kalitede \u2014 ve ger\u00e7ek prod\u00fcksiyon, kaliteden \u00f6d\u00fcn vermeden\r\n          ger\u00e7ek kalabildi\u011fi i\u00e7in bu tart\u0131\u015fmada avantajl\u0131 taraf.\r\n        <\/span>\r\n      <\/div>\r\n\r\n      <div class=\"lux-gallery lux-gallery-6\" aria-label=\"LUX Prod\u00fcksiyon portfolyosundan ger\u00e7ek \u00e7ekim \u00f6rnekleri\">\r\n        <figure><img src=\"https:\/\/burakbulut.net\/wp-content\/uploads\/2026\/02\/taki-fotograf-cekimi-dekorlu-fotomodelli-imaj-cekimi-03.webp\" alt=\"Dekorlu m\u00fccevher ve model \u00e7ekimi\" loading=\"lazy\" decoding=\"async\"><\/figure>\r\n        <figure><img src=\"https:\/\/burakbulut.net\/wp-content\/uploads\/2026\/02\/taki-fotograf-cekimi-dekorlu-fotomodelli-imaj-cekimi-02.webp\" alt=\"M\u00fccevher \u00fcr\u00fcn foto\u011fraf\u0131 ve set tasar\u0131m\u0131\" loading=\"lazy\" decoding=\"async\"><\/figure>\r\n        <figure><img src=\"https:\/\/burakbulut.net\/wp-content\/uploads\/2025\/05\/Modelli-18.webp\" alt=\"Modelli ticari \u00e7ekim \u00f6rne\u011fi\" loading=\"lazy\" decoding=\"async\"><\/figure>\r\n        <figure><img src=\"https:\/\/burakbulut.net\/wp-content\/uploads\/2025\/05\/DSC00470-Enhanced-NR.webp\" alt=\"Profesyonel st\u00fcdyo \u00fcr\u00fcn ve model foto\u011fraf\u0131\" loading=\"lazy\" decoding=\"async\"><\/figure>\r\n        <figure><img src=\"https:\/\/burakbulut.net\/wp-content\/uploads\/2025\/05\/DSC04130.webp\" alt=\"St\u00fcdyo \u0131\u015f\u0131\u011f\u0131yla haz\u0131rlanm\u0131\u015f \u00fcr\u00fcn g\u00f6rseli\" loading=\"lazy\" decoding=\"async\"><\/figure>\r\n        <figure><img src=\"https:\/\/burakbulut.net\/wp-content\/uploads\/2025\/05\/INSTA1.webp\" alt=\"Sosyal medya ve kampanya odakl\u0131 ticari g\u00f6rsel\" loading=\"lazy\" decoding=\"async\"><\/figure>\r\n      <\/div>\r\n    <\/div>\r\n  <\/section>\r\n\r\n  <section class=\"lux-section\" id=\"kronoloji\">\r\n    <div class=\"lux-wrap\">\r\n      <div class=\"lux-heading\">\r\n        <span class=\"lux-kicker lux-num\">Pazar Kronolojisi<\/span>\r\n        <h2>18 Ayda Ne Oldu?<\/h2>\r\n        <p>\r\n          T\u00fcrkiye'deki e-ticaret g\u00f6rsel pazar\u0131nda ya\u015fanan sars\u0131nt\u0131n\u0131n tarihi belli.\r\n          A\u015fa\u011f\u0131daki kronoloji, sekt\u00f6r\u00fcn i\u00e7inden g\u00f6rd\u00fc\u011f\u00fcm\u00fcz de\u011fi\u015fimi kamuya a\u00e7\u0131k teknoloji ve pazar verileriyle birlikte okuyor.\r\n        <\/p>\r\n      <\/div>\r\n\r\n      <ol class=\"lux-timeline\">\r\n        <li>\r\n          <b>A\u011fustos 2025 \u2014 \u0130lk dalga<\/b>\r\n          <span>\r\n            Google, Gemini 2.5 Flash Image'\u0131 yay\u0131nl\u0131yor. Kod ad\u0131 \"Nano Banana\" topluluk taraf\u0131ndan benimseniyor\r\n            ve model foto\u011fraf d\u00fczenlemede viral oluyor. \u00c7\u0131kt\u0131 kalitesi bu a\u015famada e\u011flence ve sosyal medya seviyesinde;\r\n            kimse st\u00fcdyo takvimini iptal etmiyor.\r\n          <\/span>\r\n        <\/li>\r\n        <li>\r\n          <b>20 Kas\u0131m 2025 \u2014 E\u015fik atlan\u0131yor<\/b>\r\n          <span>\r\n            Google DeepMind, Gemini 3 Pro tabanl\u0131 <strong>Nano Banana Pro<\/strong>'yu (resm\u00ee ad\u0131yla Gemini 3 Pro Image)\r\n            k\u00fcresel olarak yay\u0131na al\u0131yor. 2K ve 4K \u00e7\u0131kt\u0131, 14 referans g\u00f6rsele kadar kompozisyon,\r\n            be\u015f ki\u015fiye kadar karakter tutarl\u0131l\u0131\u011f\u0131, kamera a\u00e7\u0131s\u0131 \/ odak \/ alan derinli\u011fi \/ renk derecelendirme kontrol\u00fc\r\n            ve okunabilir metin \u00fcretimi. Ayn\u0131 hafta Google Ads, Workspace ve Vertex AI'ya entegre ediliyor.\r\n            \u00dcr\u00fcn g\u00f6rselinin \"yeterince iyi\" e\u015fi\u011fi bu tarihte a\u015f\u0131ld\u0131 \u2014 ve bunu ilk fark edenler foto\u011fraf\u00e7\u0131lar de\u011fil,\r\n            ayl\u0131k katalog b\u00fct\u00e7esini yapan sat\u0131\u015f m\u00fcd\u00fcrleri oldu.\r\n          <\/span>\r\n        <\/li>\r\n        <li>\r\n          <b>Aral\u0131k 2025 \u2013 \u015eubat 2026 \u2014 \u0130kame dalgas\u0131<\/b>\r\n          <span>\r\n            Maliyet bask\u0131s\u0131 alt\u0131ndaki sat\u0131c\u0131 i\u00e7in hesap basitle\u015fiyor: g\u00f6rsel ba\u015f\u0131na maliyet 50\u2013500 dolar band\u0131ndan\r\n            sent seviyesine iniyor. Ge\u00e7i\u015f en h\u0131zl\u0131 beyaz fon dekupede, katalog varyant\u0131nda ve jenerik lifestyle\r\n            sahnelerde ya\u015fan\u0131yor. Prod\u00fcksiyon taraf\u0131nda telefonlar\u0131n susmaya ba\u015flad\u0131\u011f\u0131 d\u00f6nem tam olarak bu.\r\n          <\/span>\r\n        <\/li>\r\n        <li>\r\n          <b>Mart \u2013 May\u0131s 2026 \u2014 Doygunluk ve tepki<\/b>\r\n          <span>\r\n            Feed'ler sentetik g\u00f6rselle doluyor. Merriam-Webster'\u0131n 2025 y\u0131l\u0131n kelimesi olarak <em>\"slop\"<\/em>u,\r\n            Macquarie Dictionary'nin <em>\"AI slop\"<\/em>u se\u00e7mesi, olgunun art\u0131k bir sekt\u00f6r \u015fik\u00e2yeti de\u011fil\r\n            k\u00fclt\u00fcrel bir olgu oldu\u011funu g\u00f6steriyor. \"Bu ger\u00e7ek mi?\" sorusu \u00fcr\u00fcn sayfas\u0131na iniyor;\r\n            beden, renk ve doku uyu\u015fmazl\u0131\u011f\u0131ndan do\u011fan iadeler ile olumsuz yorumlar birikmeye ba\u015fl\u0131yor.\r\n          <\/span>\r\n        <\/li>\r\n        <li>\r\n          <b>Haziran \u2013 A\u011fustos 2026 \u2014 D\u00fczenleme ve d\u00f6n\u00fc\u015f<\/b>\r\n          <span>\r\n            T\u00fcrkiye ve Avrupa Birli\u011fi bir g\u00fcn arayla \u015feffafl\u0131k y\u00fck\u00fcml\u00fcl\u00fcklerini y\u00fcr\u00fcrl\u00fc\u011fe koyuyor.\r\n            Ayn\u0131 d\u00f6nemde \u00e7\u0131kan hakemli \u00e7al\u0131\u015fmalar ve t\u00fcketici ara\u015ft\u0131rmalar\u0131 g\u00fcven kayb\u0131n\u0131n derinle\u015fti\u011fini do\u011fruluyor.\r\n            Y\u00fcksek g\u00fcven gerektiren kategorilerde markalar\u0131n bir b\u00f6l\u00fcm\u00fc ger\u00e7ek prod\u00fcksiyona d\u00f6n\u00fcyor \u2014 ama eski\r\n            brief'le de\u011fil: <strong>daha az kare, daha y\u00fcksek kan\u0131t de\u011feri.<\/strong>\r\n          <\/span>\r\n        <\/li>\r\n      <\/ol>\r\n\r\n      <div class=\"lux-text-block\">\r\n        <h3>Bu kronolojinin ticari okumas\u0131<\/h3>\r\n        <p>\r\n          Kas\u0131m 2025'te ya\u015fanan \u015fey bir kalite s\u0131\u00e7ramas\u0131 de\u011fildi; bir <strong>kategori ikamesiydi.<\/strong>\r\n          \u00dcr\u00fcn g\u00f6rselinin belirli bir alt segmenti \u2014 d\u00fcz fon dekupe, renk ve \u00f6l\u00e7\u00fc t\u00fcrevleri, jenerik arka plan \u2014\r\n          fiyat \u00fczerinden kal\u0131c\u0131 olarak yer de\u011fi\u015ftirdi. Bunu kabul etmek hem prod\u00fcksiyon \u015firketleri hem markalar i\u00e7in\r\n          do\u011fru ba\u015flang\u0131\u00e7 noktas\u0131, \u00e7\u00fcnk\u00fc o segment geri gelmeyecek.\r\n        <\/p>\r\n        <p>\r\n          D\u00fcr\u00fcst olal\u0131m: 400 SKU'luk bir katalogun beyaz fon dekupesini kim \u00e7ektiyse bilir, o i\u015f zaten yarat\u0131c\u0131 bir i\u015f\r\n          de\u011fildi. Tekrarl\u0131yd\u0131, \u00f6l\u00e7\u00fclebilirdi ve \u00fccreti tekrar\u0131n \u00fccretiydi. Makine tam olarak oray\u0131 ald\u0131,\r\n          almas\u0131 da \u015fa\u015f\u0131rt\u0131c\u0131 de\u011fil.\r\n        <\/p>\r\n        <p>\r\n          Ama 2026'n\u0131n ikinci \u00e7eyre\u011fi ikamenin nerede durdu\u011funu da g\u00f6sterdi. AI'\u0131n <em>bir g\u00f6rsel \u00fcretebilmesi<\/em>\r\n          ile <em>bir \u00fcr\u00fcn\u00fc temsil edebilmesi<\/em> ayn\u0131 \u015fey de\u011fil. Kuma\u015f\u0131n ger\u00e7ek d\u00f6k\u00fcm\u00fc, derinin g\u00f6zenek yap\u0131s\u0131,\r\n          bir p\u0131rlantan\u0131n \u0131\u015f\u0131\u011f\u0131 k\u0131rma a\u00e7\u0131s\u0131, kozmeti\u011fin ger\u00e7ek ten \u00fczerindeki davran\u0131\u015f\u0131, \u00fcr\u00fcn\u00fcn elde veya bedende\r\n          kaplad\u0131\u011f\u0131 ger\u00e7ek yer \u2014 bunlar\u0131n hi\u00e7biri \"yeterince ger\u00e7ek\u00e7i g\u00f6r\u00fcnen\" bir g\u00f6rselle \u00e7\u00f6z\u00fclm\u00fcyor.\r\n          \u00c7\u00fcnk\u00fc foto\u011fraf\u0131n kan\u0131t g\u00fcc\u00fc esteti\u011finden de\u011fil <strong>indeksselli\u011finden<\/strong> gelir:\r\n          o kare, nesneyle fiziksel bir temas kurmu\u015f oldu\u011fu i\u00e7in delildir. Bir m\u00fccevher \u00e7ekiminde lambay\u0131\r\n          iki derece oynatt\u0131\u011f\u0131n\u0131zda ta\u015f\u0131n i\u00e7indeki ate\u015fin nas\u0131l de\u011fi\u015fti\u011fini bilen biri, bunun neden taklit\r\n          edilemeyece\u011fini de bilir.\r\n        <\/p>\r\n        <div class=\"lux-pullquote\">\r\n          \u0130kame edilen \u015fey \u00fcr\u00fcn foto\u011fraf\u0131 de\u011fildi; \u00fcr\u00fcn foto\u011fraf\u0131n\u0131n en ucuz katman\u0131yd\u0131.\r\n          Geri gelen \u015fey de eski hacim de\u011fil \u2014 kan\u0131t talebi.\r\n        <\/div>\r\n        <p>\r\n          Pratik sonucu \u015fu: 2026 sonras\u0131nda e-ticaret g\u00f6rsel b\u00fct\u00e7esi ikiye ayr\u0131lmal\u0131. Bir tarafta y\u00fcksek hacimli,\r\n          d\u00fc\u015f\u00fck riskli, otomasyona uygun \u00fcretim. Di\u011fer tarafta \u00fcr\u00fcn\u00fcn delilini ta\u015f\u0131yan, ger\u00e7ek prod\u00fcksiyonla \u00e7ekilen\r\n          ve m\u00fcmk\u00fcnse k\u00f6ken bilgisiyle do\u011frulanabilir hale getirilmi\u015f ana g\u00f6rseller. \u0130kisini tek b\u00fct\u00e7e kaleminde\r\n          \u00e7\u00f6zmeye \u00e7al\u0131\u015fan markalar her iki tarafta da kaybediyor: ne yeterince ucuz olabiliyor, ne yeterince g\u00fcvenilir.\r\n        <\/p>\r\n      <\/div>\r\n    <\/div>\r\n  <\/section>\r\n\r\n  <section class=\"lux-section\" id=\"iade-ekonomisi\">\r\n    <div class=\"lux-wrap\">\r\n      <div class=\"lux-heading\">\r\n        <span class=\"lux-kicker lux-num\">\u0130ade Ekonomisi<\/span>\r\n        <h2>As\u0131l Tart\u0131\u015fma Estetik De\u011fil, Muhasebe<\/h2>\r\n        <p>\r\n          G\u00f6rsel karar\u0131n\u0131n en b\u00fcy\u00fck finansal etkisi d\u00f6n\u00fc\u015f\u00fcm oran\u0131nda g\u00f6r\u00fcnmez.\r\n          \u0130ade defterinde g\u00f6r\u00fcn\u00fcr. Bu b\u00f6l\u00fcm, e-ticaret y\u00f6neticisinin bakmas\u0131 gereken tabloyu kuruyor.\r\n        <\/p>\r\n      <\/div>\r\n\r\n      <div class=\"lux-text-block\">\r\n        <p>\r\n          AI ile \u00fcretimin \u00e7ekicili\u011fi tart\u0131\u015fmas\u0131z. Hartmann, Exner ve Domdey'in hakemli \u00e7al\u0131\u015fmas\u0131ndaki kontroll\u00fc g\u00f6revde\r\n          DALL-E 3 ile bir g\u00f6rselin maliyeti <strong>0,04 dolar<\/strong>, ayn\u0131 brief i\u00e7in g\u00f6revlendirilen freelancer'\u0131n\r\n          g\u00f6rseli <strong>100 dolar<\/strong> d\u00fczeyindeydi. Bu bir genel pazarlama asset'i kar\u015f\u0131la\u015ft\u0131rmas\u0131d\u0131r;\r\n          fiziksel numune, model, set, renk y\u00f6netimi ve teslim s\u00fcreci i\u00e7eren bir SKU \u00e7ekiminin fiyat benchmark'\u0131 de\u011fildir.\r\n          Yine de b\u00fcy\u00fckl\u00fck mertebesi ortada ve kimse bunu tart\u0131\u015fm\u0131yor.\r\n        <\/p>\r\n        <p>\r\n          Tart\u0131\u015f\u0131lmas\u0131 gereken \u015fey, bu tasarrufun nereden geri al\u0131nd\u0131\u011f\u0131. E-ticaret operasyonunun en a\u011f\u0131r kalemlerinden\r\n          biri <strong>\u00fcr\u00fcn iadeleri.<\/strong> NRF ve Happy Returns'\u00fcn 2025 raporunda ABD'deki \u00e7evrim i\u00e7i sat\u0131\u015flar\u0131n\r\n          tahmini <strong>%19,3'\u00fcn\u00fcn<\/strong> iade edildi\u011fi belirtiliyor. Coresight Research'\u00fcn 3DLOOK sponsorlu,\r\n          100 ABD'li haz\u0131r giyim karar vericisiyle yapt\u0131\u011f\u0131 2023 ara\u015ft\u0131rmada \u00e7evrim i\u00e7i haz\u0131r giyim iade oran\u0131\r\n          <strong>%24,4<\/strong> bulundu. Ayn\u0131 rapor, Optoro'nun \u00f6rnek hesab\u0131nda 50 dolarl\u0131k bir \u00fcr\u00fcn\u00fcn iade i\u015fleme\r\n          maliyetinin fiyat\u0131n %66's\u0131na kadar \u00e7\u0131kabildi\u011fini aktar\u0131yor \u2014 bu oran kategoriye ve operasyona g\u00f6re de\u011fi\u015fir.\r\n        <\/p>\r\n        <p>\r\n          \u0130nternette dola\u015fan iki rakam\u0131 da burada g\u00f6melim. \"\u0130adelerin %22'si \u00fcr\u00fcn\u00fcn g\u00f6rselden farkl\u0131 \u00e7\u0131kmas\u0131ndan\r\n          kaynaklan\u0131yor\" ve \"yan\u0131lt\u0131c\u0131 g\u00f6rsel nedeniyle %40 iade\" oranlar\u0131 eski sekt\u00f6r infografiklerine kadar\r\n          izleniyor; g\u00fcncel ve ba\u011f\u0131ms\u0131z metodolojileri kamuya a\u00e7\u0131k olmad\u0131\u011f\u0131 i\u00e7in bunlar\u0131 2026 benchmark'\u0131 olarak\r\n          kullanm\u0131yoruz. Ayn\u0131 \u015fekilde, AI \u00fcr\u00fcn g\u00f6rsellerinin iade oran\u0131n\u0131 evrensel olarak\r\n          <strong>1,8\u20134,2 puan art\u0131rd\u0131\u011f\u0131n\u0131<\/strong> g\u00f6steren ba\u011f\u0131ms\u0131z ve denetlenebilir bir \u00e7al\u0131\u015fma da bulunamad\u0131.\r\n          Kan\u0131tlanm\u0131\u015f olan \u00e7ok daha dar ama \u00e7ok daha sa\u011flam bir nokta: \u00fcr\u00fcn\u00fcn diki\u015fini, rengini, dokusunu, kal\u0131b\u0131n\u0131\r\n          veya \u00f6l\u00e7e\u011fini yanl\u0131\u015f g\u00f6steren her g\u00f6rsel beklenti fark\u0131 yarat\u0131r. Bunun sizin markan\u0131zdaki parasal kar\u015f\u0131l\u0131\u011f\u0131\r\n          ancak SKU bazl\u0131 testle \u00f6l\u00e7\u00fcl\u00fcr.\r\n        <\/p>\r\n      <\/div>\r\n\r\n      <div class=\"lux-note lux-narrow\">\r\n        <p><span class=\"lux-evidence lux-official\">Kan\u0131t s\u0131n\u0131r\u0131<\/span><\/p>\r\n        <p><strong>Bug\u00fcn g\u00fcvenle s\u00f6ylenebilen:<\/strong> online iadeler y\u00fcksek, t\u00fcketici AI g\u00f6rselde do\u011fruluk ve a\u00e7\u0131k beyan bekliyor.<\/p>\r\n        <p><strong>Hen\u00fcz s\u00f6ylenemeyen:<\/strong> \"AI g\u00f6rsel her kategoride iadeyi \u015fu kadar puan art\u0131r\u0131r.\" B\u00f6yle bir nedensel oran yok, oldu\u011funu iddia eden de bunu kan\u0131tlam\u0131\u015f de\u011fil.<\/p>\r\n      <\/div>\r\n\r\n      <div class=\"lux-table-wrap\">\r\n        <table class=\"lux-table\">\r\n          <thead>\r\n            <tr>\r\n              <th>Metrik<\/th>\r\n              <th>Geleneksel prod\u00fcksiyon<\/th>\r\n              <th>AI \u00fcretimi g\u00f6rsel<\/th>\r\n              <th>Operasyonel etki<\/th>\r\n            <\/tr>\r\n          <\/thead>\r\n          <tbody>\r\n            <tr>\r\n              <td data-label=\"Metrik\"><strong>G\u00f6rsel ba\u015f\u0131na maliyet<\/strong><\/td>\r\n              <td data-label=\"Ger\u00e7ek \u00e7ekim\">Brief ve SKU kapsam\u0131na ba\u011fl\u0131<\/td>\r\n              <td data-label=\"AI\">\u00c7al\u0131\u015fmadaki g\u00f6revde $0,04<\/td>\r\n              <td data-label=\"Etki\">Hakemli \u00f6rnekte freelancer $100; fiziksel \u00fcr\u00fcn \u00e7ekimiyle birebir k\u0131yas de\u011fil.<\/td>\r\n            <\/tr>\r\n            <tr>\r\n              <td data-label=\"Metrik\"><strong>Pazara sunum s\u00fcresi<\/strong><\/td>\r\n              <td data-label=\"Ger\u00e7ek \u00e7ekim\">Haftalar (lojistik + st\u00fcdyo)<\/td>\r\n              <td data-label=\"AI\">Dakikalar<\/td>\r\n              <td data-label=\"Etki\">H\u0131zl\u0131 katalog g\u00fcncellemede net avantaj.<\/td>\r\n            <\/tr>\r\n            <tr>\r\n              <td data-label=\"Metrik\"><strong>G\u00f6rsel do\u011fruluk ve doku<\/strong><\/td>\r\n              <td data-label=\"Ger\u00e7ek \u00e7ekim\">Fiziki \u00fcr\u00fcn\u00fcn birebir temsili<\/td>\r\n              <td data-label=\"AI\">Doku sapmas\u0131 ve anomali riski<\/td>\r\n              <td data-label=\"Etki\">Ba\u011f\u0131ms\u0131z evrensel oran yok; SKU baz\u0131nda test gerekir.<\/td>\r\n            <\/tr>\r\n            <tr>\r\n              <td data-label=\"Metrik\"><strong>Delil i\u015flevi<\/strong><\/td>\r\n              <td data-label=\"Ger\u00e7ek \u00e7ekim\">Y\u00fcksek \u2014 nesneyle fiziksel temas<\/td>\r\n              <td data-label=\"AI\">D\u00fc\u015f\u00fck \u2014 \u015f\u00fcphe ve yapayl\u0131k alg\u0131s\u0131<\/td>\r\n              <td data-label=\"Etki\">A\u00e7\u0131k etiketlemede sat\u0131n alma niyeti d\u00fc\u015febilir.<\/td>\r\n            <\/tr>\r\n            <tr>\r\n              <td data-label=\"Metrik\"><strong>Telif korumas\u0131<\/strong><\/td>\r\n              <td data-label=\"Ger\u00e7ek \u00e7ekim\">Var<\/td>\r\n              <td data-label=\"AI\">Anlaml\u0131 insan katk\u0131s\u0131 yoksa ABD'de do\u011fmayabilir<\/td>\r\n              <td data-label=\"Etki\">Marka, s\u00f6zle\u015fme ve haks\u0131z rekabet haklar\u0131 ayr\u0131ca de\u011ferlendirilir.<\/td>\r\n            <\/tr>\r\n            <tr>\r\n              <td data-label=\"Metrik\"><strong>Uyum y\u00fck\u00fc (TR \/ AB)<\/strong><\/td>\r\n              <td data-label=\"Ger\u00e7ek \u00e7ekim\">Genellikle AI'ya \u00f6zg\u00fc ek beyan yok<\/td>\r\n              <td data-label=\"AI\">Ko\u015fullu beyan y\u00fck\u00fcml\u00fcl\u00fc\u011f\u00fc<\/td>\r\n              <td data-label=\"Etki\">Her iki y\u00f6ntemde de reklam, ki\u015filik hakk\u0131 ve \u00fcr\u00fcn do\u011frulu\u011fu kurallar\u0131 ge\u00e7erli.<\/td>\r\n            <\/tr>\r\n          <\/tbody>\r\n        <\/table>\r\n      <\/div>\r\n\r\n      <div class=\"lux-alert\">\r\n        <p>\r\n          <b>Hesab\u0131 kendi rakamlar\u0131n\u0131zla yap\u0131n.<\/b>\r\n          Y\u0131ll\u0131k 5.000 sipari\u015f alan, ortalama sepeti 1.200 TL ve mevcut iade oran\u0131 %18 olan bir ma\u011faza d\u00fc\u015f\u00fcn\u00fcn.\r\n          <em>Varsay\u0131m olarak<\/em> g\u00f6rsel de\u011fi\u015fikli\u011fi iade oran\u0131n\u0131 2 puan art\u0131rs\u0131n (%18 \u2192 %20). Bu, y\u0131lda 100 ek iade demek.\r\n          \u0130ade i\u015fleme maliyeti \u00fcr\u00fcn bedelinin %40'\u0131 kabul edilirse y\u0131ll\u0131k ek maliyet\r\n          <strong>yakla\u015f\u0131k 48.000 TL<\/strong>. Buradaki +2 puan ve %40, ara\u015ft\u0131rma bulgusu de\u011fil; duyarl\u0131l\u0131k analizi i\u00e7in\r\n          se\u00e7ilmi\u015f \u00f6rnek girdiler.\r\n        <\/p>\r\n        <p>\r\n          Ayn\u0131 hesab\u0131 kendi net iade i\u015fleme maliyetiniz, br\u00fct marj\u0131n\u0131z ve elinizdeki ger\u00e7ek \u00e7ekim\/AI \u00fcretim teklifinizle\r\n          tekrarlay\u0131n. Karar \"g\u00f6rsel ba\u015f\u0131na en ucuz se\u00e7enek\" \u00fczerinden de\u011fil,\r\n          <strong>iade sonras\u0131 toplam katk\u0131 marj\u0131<\/strong> \u00fczerinden verilmeli.\r\n        <\/p>\r\n      <\/div>\r\n\r\n      <div class=\"lux-text-block\">\r\n        <h3>Sepet terki ve al\u0131\u015fveri\u015f \u00f6ncesi \u015f\u00fcphe<\/h3>\r\n        <p>\r\n          Etki iadeyle bitmiyor. Storyblok ve OnePoll'\u00fcn 2023'te 1.000 t\u00fcketiciyle y\u00fcr\u00fctt\u00fc\u011f\u00fc ankette kat\u0131l\u0131mc\u0131lar\u0131n\r\n          <strong>%85'i sat\u0131n alma karar\u0131nda AI yard\u0131m\u0131yla ilgilenmedi\u011fini<\/strong>, %17'si AI \u00f6nerisinin sat\u0131n alma\r\n          olas\u0131l\u0131\u011f\u0131n\u0131 azaltaca\u011f\u0131n\u0131 s\u00f6yledi. Dikkat: bu bulgu AI \u00f6neri sistemini \u00f6l\u00e7\u00fcyor, AI \u00fcr\u00fcn foto\u011fraf\u0131n\u0131 de\u011fil.\r\n          Ayn\u0131 kurumun s\u0131k al\u0131nt\u0131lanan %60 sepet terki verisi ise bamba\u015fka bir \u00e7al\u0131\u015fmadan \u2014 2022'de ABD ve Avrupa'daki\r\n          6.000 kat\u0131l\u0131mc\u0131yla yap\u0131lan, <em>genel k\u00f6t\u00fc web deneyimi<\/em> ara\u015ft\u0131rmas\u0131ndan geliyor.\r\n        <\/p>\r\n        <p>\r\n          Bu veriler AI g\u00f6rselin sepet terkine neden oldu\u011funu kan\u0131tlamaz. Daha d\u00fcr\u00fcst \u00e7\u0131kar\u0131m \u015fu:\r\n          AI, kolayl\u0131k sa\u011flad\u0131\u011f\u0131 yerde kabul g\u00f6r\u00fcyor; do\u011frulama ihtiyac\u0131n\u0131 art\u0131rd\u0131\u011f\u0131 yerde sat\u0131n alma s\u00fcrt\u00fcnmesi yarat\u0131yor.\r\n          Bir sonraki b\u00f6l\u00fcmdeki Vinted \u00f6n bask\u0131s\u0131 bu olas\u0131l\u0131\u011f\u0131 ger\u00e7ek platform davran\u0131\u015f\u0131yla inceliyor \u2014 s\u0131n\u0131rl\u0131,\r\n          mevsime g\u00f6re de\u011fi\u015fen ve bu y\u00fczden fazlas\u0131yla \u00f6\u011fretici bir tasar\u0131mla.\r\n        <\/p>\r\n      <\/div>\r\n\r\n      <div class=\"lux-note lux-narrow\">\r\n        <p>\r\n          <strong>Peki bunu nas\u0131l do\u011fru \u00f6l\u00e7ersiniz?<\/strong> G\u00f6rsel de\u011fi\u015fikli\u011finin etkisini \u00f6l\u00e7menin tek d\u00fcr\u00fcst yolu,\r\n          SKU baz\u0131nda ve <em>iade oran\u0131n\u0131 dahil eden<\/em> bir kar\u015f\u0131la\u015ft\u0131rma kurmak.\r\n        <\/p>\r\n        <p>\r\n          \u00d6nerilen kurgu: ayn\u0131 kategoriden 15\u201325 SKU se\u00e7in, yar\u0131s\u0131n\u0131 mevcut g\u00f6rselleriyle b\u0131rak\u0131n, yar\u0131s\u0131n\u0131 ger\u00e7ek\r\n          prod\u00fcksiyonla yenileyin. En az 30 g\u00fcn \u2014 mevsimsel \u00fcr\u00fcnlerde 45 g\u00fcn \u2014 boyunca d\u00f6rt metri\u011fi birlikte izleyin:\r\n          d\u00f6n\u00fc\u015f\u00fcm oran\u0131, iade oran\u0131, iade gerek\u00e7esi da\u011f\u0131l\u0131m\u0131, \u00fcr\u00fcn yorum puan\u0131. Yaln\u0131zca d\u00f6n\u00fc\u015f\u00fcme bakan bir test\r\n          iade maliyetini g\u00f6r\u00fcnmez k\u0131lar ve sizi emin ad\u0131mlarla yanl\u0131\u015f sonuca g\u00f6t\u00fcr\u00fcr.\r\n        <\/p>\r\n      <\/div>\r\n\r\n      <div class=\"lux-heading\" style=\"margin-top:52px;\">\r\n        <h3>\"AI d\u00f6n\u00fc\u015f\u00fcm\u00fc %340 art\u0131rd\u0131\" diyen rakamlara neden inanmamal\u0131s\u0131n\u0131z?<\/h3>\r\n      <\/div>\r\n\r\n      <div class=\"lux-text-block\">\r\n        <p>\r\n          Sekt\u00f6rde dola\u015fan AI performans istatistiklerinin b\u00fcy\u00fck b\u00f6l\u00fcm\u00fc do\u011frulanabilir de\u011fil. Ortak \u00f6zellikleri \u015fu:\r\n          \u00e7o\u011fu, AI g\u00f6rsel arac\u0131 satan \u015firketlerin kendi blog i\u00e7eriklerinde \u00fcretiliyor ve birbirini kaynak g\u00f6steriyor.\r\n          Ayn\u0131 rakam otuz sitede tekrarland\u0131\u011f\u0131nda \"sekt\u00f6r verisi\" g\u00f6r\u00fcn\u00fcm\u00fc kazan\u0131yor; ama zincirin ucunda hakemli bir\r\n          yay\u0131n, denetlenmi\u015f bir finansal beyan ya da ba\u011f\u0131ms\u0131z bir \u00f6l\u00e7\u00fcm kurulu\u015fu yok. Sadece ilk blog yaz\u0131s\u0131 var.\r\n        <\/p>\r\n        <p>\r\n          Bir teklif de\u011ferlendirirken \u00fc\u00e7 soru sorun. <strong>Bir:<\/strong> bu rakam\u0131 ilk kim yay\u0131mlad\u0131 \u2014 \u00f6l\u00e7\u00fcm\u00fc yapan\r\n          taraf m\u0131, arac\u0131 satan taraf m\u0131? <strong>\u0130ki:<\/strong> kar\u015f\u0131la\u015ft\u0131rma neye kar\u015f\u0131 yap\u0131ld\u0131 \u2014 profesyonel \u00e7ekime mi,\r\n          yoksa hi\u00e7 g\u00f6rsel olmamas\u0131na ya da amat\u00f6r telefon foto\u011fraf\u0131na m\u0131? <strong>\u00dc\u00e7:<\/strong> iade oran\u0131 ve m\u00fc\u015fteri\r\n          yorum puan\u0131 \u00f6l\u00e7\u00fcme dahil mi, yoksa yaln\u0131zca t\u0131klama ve sepete ekleme mi say\u0131ld\u0131?\r\n        <\/p>\r\n        <p>\r\n          Ayn\u0131 ele\u015ftiriyi ters y\u00f6ne de \u00e7evirmek gerekiyor, yoksa d\u00fcr\u00fcst olmaz. AI kar\u015f\u0131t\u0131 arg\u00fcman\u0131n en zay\u0131f yeri,\r\n          \"ger\u00e7ek foto\u011fraf her ko\u015fulda daha \u00e7ok satar\" gibi kan\u0131tlanamaz bir genelleme yapmas\u0131. Savunulabilir olan\r\n          daha dar ve daha g\u00fc\u00e7l\u00fc bir iddia: <strong>\u00fcr\u00fcn\u00fc do\u011fru temsil eden zengin bir g\u00f6rsel seti iadeyi d\u00fc\u015f\u00fcr\u00fcr;\r\n          \u00fcr\u00fcn\u00fc yanl\u0131\u015f temsil eden g\u00f6rsel, \u00fcretim arac\u0131 ne olursa olsun, iadeyi y\u00fckseltir.<\/strong>\r\n        <\/p>\r\n      <\/div>\r\n\r\n      <div class=\"lux-gallery-label\">\r\n        <b>Materyal, doku ve y\u00fczey \u2014 LUX Prod\u00fcksiyon portfolyosundan.<\/b>\r\n        <span>\r\n          Deri g\u00f6zene\u011fi, metal yans\u0131mas\u0131, kuma\u015f d\u00f6k\u00fcm\u00fc. <em>Ger\u00e7ek \u00fcr\u00fcn, ger\u00e7ek \u0131\u015f\u0131k, st\u00fcdyoda \u00e7ekim.<\/em>\r\n          Bu b\u00f6l\u00fcmde anlat\u0131lan \"beklenti fark\u0131\" tam olarak bu detaylarda do\u011fuyor ya da do\u011fmuyor.\r\n        <\/span>\r\n      <\/div>\r\n\r\n      <div class=\"lux-gallery lux-gallery-3\" aria-label=\"LUX Prod\u00fcksiyon portfolyosundan materyal ve doku odakl\u0131 ger\u00e7ek \u00e7ekimler\">\r\n        <figure><img src=\"https:\/\/burakbulut.net\/wp-content\/uploads\/2023\/07\/LUX-Cekim-24.webp\" alt=\"Ger\u00e7ek materyal ve \u0131\u015f\u0131kla \u00fcr\u00fcn foto\u011fraf\u0131\" loading=\"lazy\" decoding=\"async\"><\/figure>\r\n        <figure><img src=\"https:\/\/burakbulut.net\/wp-content\/uploads\/2024\/01\/Deri-canta-ayakkabi-Lux-Produksiyon-8.webp\" alt=\"Deri \u00e7anta ve ayakkab\u0131 \u00fcr\u00fcn \u00e7ekimi\" loading=\"lazy\" decoding=\"async\"><\/figure>\r\n        <figure><img src=\"https:\/\/burakbulut.net\/wp-content\/uploads\/2025\/08\/DSC01264.webp\" alt=\"Ticari \u00fcr\u00fcn foto\u011fraf\u0131 ve y\u00fczey dokusu\" loading=\"lazy\" decoding=\"async\"><\/figure>\r\n      <\/div>\r\n    <\/div>\r\n  <\/section>\r\n<\/div>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3bd452d elementor-widget elementor-widget-html\" data-id=\"3bd452d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t\t<!-- =========================================================\r\nLUX BLOG ARTICLE \u2014 \u0130NSANLA\u015eTIRILMI\u015e F\u0130NAL S\u00dcR\u00dcM\r\nPAR\u00c7A 2 \/ 3 \u2014 AKADEM\u0130K BULGULAR + PS\u0130KOLOJ\u0130 + \u00c7ER\u00c7EVELEME TEZ\u0130 + MARKA VAKALARI\r\nMevcut Par\u00e7a 2 blo\u011funu tamamen bununla de\u011fi\u015ftirin.\r\n========================================================= -->\r\n\r\n<div class=\"lux-ai2026\">\r\n  <section class=\"lux-section\" id=\"akademik-kanit\">\r\n    <div class=\"lux-wrap\">\r\n      <div class=\"lux-heading\">\r\n        <span class=\"lux-kicker lux-num\">Akademik Literat\u00fcr<\/span>\r\n        <h2>Bilim Ne Diyor?<\/h2>\r\n        <p>\r\n          2024\u20132026 literat\u00fcr\u00fc tek y\u00f6nl\u00fc de\u011fil ve bunu ba\u015ftan s\u00f6ylemek gerekiyor. AI, genel pazarlama g\u00f6rselinde\r\n          estetik ve t\u0131klama avantaj\u0131 yaratabiliyor. G\u00fcveni belirleyen \u015fey ba\u015fka bir yerde: \u00fcr\u00fcn\u00fcn fiziksel do\u011frulu\u011fu,\r\n          kayna\u011f\u0131n sezilip sezilmedi\u011fi ve markan\u0131n bu teknolojiye neden ba\u015fvurdu\u011fu.\r\n        <\/p>\r\n      <\/div>\r\n\r\n      <div class=\"lux-text-block\">\r\n        <h3>\u00d6nce kendi tezimize kar\u015f\u0131 en g\u00fc\u00e7l\u00fc bulgu<\/h3>\r\n        <p><span class=\"lux-evidence lux-peer\">Hakemli \u00e7al\u0131\u015fma<\/span><\/p>\r\n        <p>\r\n          Hartmann, Exner ve Domdey'in <em>International Journal of Research in Marketing<\/em>'te yay\u0131mlanan\r\n          \u00e7al\u0131\u015fmas\u0131, yedi farkl\u0131 modelle \u00fcretilen <strong>10.320 sentetik pazarlama g\u00f6rselini<\/strong> 2.400 insan\r\n          yap\u0131m\u0131 g\u00f6rselle kar\u015f\u0131la\u015ft\u0131rd\u0131 ve toplam <strong>254.400 insan de\u011ferlendirmesi<\/strong> toplad\u0131.\r\n          G\u00fc\u00e7l\u00fc modeller kalitede, ger\u00e7ek\u00e7ilikte ve estetikte insan \u00fcretimini yakalad\u0131 ya da ge\u00e7ti. Dahas\u0131,\r\n          173.022 g\u00f6sterimlik saha testinde en iyi AI banner'\u0131 profesyonel stok foto\u011fraftan %50'ye kadar\r\n          daha y\u00fcksek t\u0131klama oran\u0131 ald\u0131.\r\n        <\/p>\r\n        <p>\r\n          Bu sonucu g\u00f6rmezden gelen her analiz eksiktir. \"AI k\u00f6t\u00fc g\u00f6rsel \u00fcretiyor\" arg\u00fcman\u0131 burada bitiyor.\r\n          Ancak \u00e7al\u0131\u015fman\u0131n \u00f6l\u00e7t\u00fc\u011f\u00fc \u015fey genel pazarlama i\u00e7eri\u011fi ve banner performans\u0131yd\u0131. Bir SKU'nun rengi,\r\n          diki\u015fi, dokusu, \u00f6l\u00e7e\u011fi ya da kargodan \u00e7\u0131kan \u00fcr\u00fcnle uyumu hi\u00e7bir a\u015famada test edilmedi.\r\n          Farkl\u0131 bir yar\u0131\u015f\u0131n sonucuna bak\u0131yoruz: \u00e7ekicilik kan\u0131t\u0131, \u00fcr\u00fcn do\u011frulu\u011fu kan\u0131t\u0131 de\u011fil.\r\n        <\/p>\r\n\r\n        <h3>1. Marka ikiy\u00fczl\u00fcl\u00fc\u011f\u00fc: de\u011fer iddias\u0131 ile sentetik g\u00f6rsel yan yana durmuyor<\/h3>\r\n        <p>\r\n          Bu alandaki en sa\u011flam kan\u0131t, Southern Methodist University Temerlin Reklamc\u0131l\u0131k Enstit\u00fcs\u00fc'nden\r\n          Quan Xie, Sidharth Muralidharan ve Joe Phua'n\u0131n <em>Journal of Advertising<\/em>'de yay\u0131mlanan\r\n          \u00e7al\u0131\u015fmas\u0131. Ara\u015ft\u0131rma ekibini bu soruya iten \u015fey de tan\u0131d\u0131k: Levi's'\u0131n yapay zek\u00e2 modelleriyle\r\n          \u00e7e\u015fitlili\u011fi art\u0131raca\u011f\u0131n\u0131 duyurmas\u0131 ve ard\u0131ndan gelen tepki dalgas\u0131.\r\n        <\/p>\r\n        <p>\r\n          \u00dc\u00e7 a\u015famal\u0131 deney serisinde, beden olumlama ve b\u00fcy\u00fck beden konfeksiyon kampanyalar\u0131nda AI ile \u00fcretilmi\u015f\r\n          insan modellerinin kullan\u0131lmas\u0131 kad\u0131n t\u00fcketicilerde sert bir <strong>marka ikiy\u00fczl\u00fcl\u00fc\u011f\u00fc<\/strong>\r\n          alg\u0131s\u0131 \u00fcretti. Markaya y\u00f6nelik tutum, sat\u0131n alma niyeti ve tavsiye etme olas\u0131l\u0131\u011f\u0131 anlaml\u0131 bi\u00e7imde d\u00fc\u015ft\u00fc.\r\n        <\/p>\r\n        <p>\r\n          Mekanizman\u0131n ad\u0131 <strong>Toplumsal Varl\u0131k Teorisi.<\/strong> Xie'nin ifadesiyle t\u00fcketiciler AI modellerini\r\n          insani, s\u0131cak ya da kendileriyle ili\u015fkilendirilebilir bulmuyor. Empati \u00fczerine kurulu bir mesaj\u0131\r\n          ger\u00e7ek insan yerine sentetik bir fig\u00fcrle vermeye \u00e7al\u0131\u015ft\u0131\u011f\u0131n\u0131zda, mesaj\u0131n kendisi \u00e7\u00f6k\u00fcyor.\r\n          Reklam \"seni oldu\u011fun gibi seviyoruz\" derken g\u00f6rselde kimse yok.\r\n        <\/p>\r\n\r\n        <div class=\"lux-note\">\r\n          <p>\r\n            <strong>\u00c7al\u0131\u015fman\u0131n kimsenin okumad\u0131\u011f\u0131 k\u0131sm\u0131: iki panzehir.<\/strong>\r\n            Bu ara\u015ft\u0131rma \"AI model kullanmay\u0131n\" demiyor. \u0130ki m\u00fcdahale mekanizmas\u0131 test ediyor ve ikisi de i\u015fe yar\u0131yor.\r\n          <\/p>\r\n          <p>\r\n            <strong>\u0130kinci deney<\/strong>, <em>ama\u00e7 somutlu\u011funun<\/em> d\u00fczenleyici rol oynad\u0131\u011f\u0131n\u0131 g\u00f6sterdi:\r\n            somut ve \u00f6l\u00e7\u00fclebilir mesajlar, azalan toplumsal varl\u0131\u011f\u0131n marka ikiy\u00fczl\u00fcl\u00fc\u011f\u00fc \u00fczerindeki etkisini hafifletiyor.\r\n            <strong>\u00dc\u00e7\u00fcnc\u00fc deney<\/strong> ise daha da \u00e7arp\u0131c\u0131: soyut ama\u00e7 mesaj\u0131 ta\u015f\u0131yan reklamlarda,\r\n            basit bir AI beyan\u0131n\u0131n yan\u0131na <em>nitelikli bir \u015feffafl\u0131k a\u00e7\u0131klamas\u0131<\/em> eklendi\u011finde marka\r\n            de\u011ferlendirmeleri <strong>y\u00fckseliyor.<\/strong>\r\n          <\/p>\r\n          <p>\r\n            Ara\u015ft\u0131rmac\u0131lar\u0131n markalara \u00fc\u00e7 \u00f6nerisi var: AI kullan\u0131m\u0131n\u0131 a\u00e7\u0131klay\u0131n; a\u00e7\u0131klamay\u0131 markan\u0131n ger\u00e7ek\r\n            d\u00fcnyadaki somut taahh\u00fcd\u00fcne dair bilgiyle birlikte sunun; AI'\u0131n nas\u0131l sorumlu bi\u00e7imde geli\u015ftirildi\u011fini anlat\u0131n.\r\n            K\u0131sacas\u0131 sorun AI'\u0131n kendisi de\u011fil, <strong>\u00e7\u0131plak ve gerek\u00e7esiz AI.<\/strong>\r\n          <\/p>\r\n        <\/div>\r\n\r\n        <p>\r\n          Br\u00fcns ve Mei\u00dfner'in <em>Journal of Retailing and Consumer Services<\/em>'te yay\u0131mlanan 2024 tarihli\r\n          \u00fc\u00e7 deneyi ayn\u0131 y\u00f6ne bak\u0131yor: sosyal medya i\u00e7eri\u011fini GenAI'\u0131n \u00fcretmesi, alg\u0131lanan marka \u00f6zg\u00fcnl\u00fc\u011f\u00fcn\u00fc ve\r\n          davran\u0131\u015fsal tepkileri zedeledi. Ama bir ayr\u0131nt\u0131 var \u2014 AI'\u0131n insan\u0131 <em>destekledi\u011fi<\/em> \u00e7er\u00e7eve,\r\n          insan\u0131n yerini ald\u0131\u011f\u0131 \u00e7er\u00e7eveye g\u00f6re hasar\u0131 belirgin bi\u00e7imde azaltt\u0131. Ayn\u0131 teknoloji, iki c\u00fcmlelik\r\n          fark, farkl\u0131 sonu\u00e7.\r\n        <\/p>\r\n\r\n        <h3>2. Sinyal teorisi: g\u00f6rsel, \u00fcr\u00fcn\u00fc de\u011fil sat\u0131c\u0131y\u0131 da anlat\u0131r<\/h3>\r\n        <p>\r\n          Sinyal Teorisine dayanan ara\u015ft\u0131rmalar basit ama g\u00fc\u00e7l\u00fc bir \u015fey s\u00f6yl\u00fcyor: bir pazarlama g\u00f6rseli\r\n          t\u00fcketiciye yaln\u0131zca \u00fcr\u00fcn\u00fc g\u00f6stermez, ayn\u0131 zamanda <strong>sat\u0131c\u0131n\u0131n ne kadar \u00e7aba harcad\u0131\u011f\u0131n\u0131<\/strong>\r\n          da f\u0131s\u0131ldar. <em>British Food Journal<\/em>'da 2026'da yay\u0131mlanan \u00fc\u00e7 senaryo deneyi, yapay zek\u00e2 etiketi\r\n          ta\u015f\u0131yan g\u00f6rsellerin t\u00fcketicinin <em>alg\u0131lanan sat\u0131c\u0131 \u00e7abas\u0131<\/em> \u00e7\u0131kar\u0131m\u0131n\u0131 zay\u0131flatt\u0131\u011f\u0131n\u0131 g\u00f6steriyor.\r\n        <\/p>\r\n        <p>\r\n          M\u00fc\u015fteri, sat\u0131c\u0131n\u0131n g\u00f6rselde kolay yola sapt\u0131\u011f\u0131n\u0131 hissetti\u011finde \u00fcr\u00fcn\u00fcn kalitesine dair beklentisini de\r\n          d\u00fc\u015f\u00fcr\u00fcyor. Kafas\u0131ndaki soru \u015fu: burada k\u0131st\u0131ysa, \u00fcr\u00fcnde neyi k\u0131st\u0131? Etki, y\u00fcksek fiyat primi talep edilen\r\n          \u00fcr\u00fcnlerde belirgin bi\u00e7imde daha y\u0131k\u0131c\u0131. Yani premium konumlanan bir marka i\u00e7in AI g\u00f6rselin bedeli,\r\n          ucuz konumlanan bir markadan y\u00fcksektir. Ayn\u0131 g\u00f6rsel, iki farkl\u0131 fatura.\r\n        <\/p>\r\n\r\n        <h3>3. \u00dcr\u00fcn ilgilenimi tabloyu de\u011fi\u015ftiriyor<\/h3>\r\n        <p>\r\n          Israfilzade'nin 2025 tarihli 2\u00d72 deneysel \u00e7al\u0131\u015fmas\u0131, reklam kayna\u011f\u0131n\u0131 (AI veya insan) ve \u015feffaf\r\n          etiketleme durumunu birlikte test etti. Belirleyici de\u011fi\u015fken <strong>\u00fcr\u00fcn ilgilenim seviyesi<\/strong>\r\n          \u00e7\u0131kt\u0131. At\u0131\u015ft\u0131rmal\u0131k gibi d\u00fc\u015f\u00fck ilgilenimli \u00fcr\u00fcnlerde AI g\u00f6rseli neredeyse diren\u00e7siz kabul g\u00f6r\u00fcyor.\r\n          Diz\u00fcst\u00fc bilgisayar ya da l\u00fcks t\u00fcketim gibi y\u00fcksek finansal ve teknik risk ta\u015f\u0131yan \u00fcr\u00fcnlerde ise\r\n          a\u00e7\u0131k bir AI etiketi g\u00fcveni ve sat\u0131n alma niyetini keskin bi\u00e7imde d\u00fc\u015f\u00fcr\u00fcyor.\r\n        <\/p>\r\n        <p>\r\n          Bu bulgu, ilerideki kategori matrisinin akademik dayana\u011f\u0131. Pratik kar\u015f\u0131l\u0131\u011f\u0131 da net: ayn\u0131 prod\u00fcksiyon\r\n          b\u00fct\u00e7esi d\u00fc\u015f\u00fck ilgilenimli bir kategoride harcand\u0131\u011f\u0131nda d\u00fc\u015f\u00fck, y\u00fcksek ilgilenimli bir kategoride\r\n          harcand\u0131\u011f\u0131nda y\u00fcksek marjinal fayda \u00fcretiyor. B\u00fct\u00e7eyi e\u015fit da\u011f\u0131tmak, en pahal\u0131 hata.\r\n        <\/p>\r\n\r\n        <h3>4. Gerek\u00e7e, teknikten daha belirleyici<\/h3>\r\n        <p>\r\n          Ticari a\u00e7\u0131dan en kullan\u0131\u015fl\u0131 bulgu bu. Markalar\u0131n yapay zek\u00e2 kullanma motivasyonunu t\u00fcketicilere\r\n          <em>nas\u0131l a\u00e7\u0131klad\u0131\u011f\u0131n\u0131n<\/em> g\u00fcven \u00fczerindeki etkisini inceleyen deney serisinde (son deney n=212),\r\n          gerek\u00e7e <strong>\"gizlilik korumas\u0131\"<\/strong> olarak sunuldu\u011funda t\u00fcketiciler insan yap\u0131m\u0131 g\u00f6rsellerle\r\n          benzer g\u00fcven seviyeleri g\u00f6sterdi. Tamamen ayn\u0131 teknoloji <strong>\"maliyet verimlili\u011fi\"<\/strong>\r\n          gerek\u00e7esiyle a\u00e7\u0131kland\u0131\u011f\u0131nda ise g\u00fcven ve sat\u0131n alma niyetinde istatistiksel olarak anlaml\u0131 d\u00fc\u015f\u00fc\u015fler \u00e7\u0131kt\u0131.\r\n        <\/p>\r\n        <div class=\"lux-pullquote\">\r\n          T\u00fcketici, markan\u0131n AI kullanmas\u0131na tepki vermiyor.\r\n          AI'\u0131 <em>kendi cebi i\u00e7in<\/em> kulland\u0131\u011f\u0131n\u0131 fark etmesine tepki veriyor.\r\n        <\/div>\r\n\r\n        <h3>5. Vinted \u00f6n bask\u0131s\u0131: sonu\u00e7 mevsime g\u00f6re tersine d\u00f6n\u00fcyor<\/h3>\r\n        <p><span class=\"lux-evidence lux-preprint\">Hakemli de\u011fil \u00b7 \u00d6n bask\u0131<\/span><\/p>\r\n        <p>\r\n          A\u011fustos 2026'da yay\u0131mlanan \u00e7al\u0131\u015fma, Vinted'da e\u015fle\u015ftirilmi\u015f ilanlar \u00fczerinden orijinal foto\u011fraflarla\r\n          AI \u00fcretimi \u00fcr\u00fcn g\u00f6rsellerini iki mevsimsel dalgada kar\u015f\u0131la\u015ft\u0131rd\u0131. Sonu\u00e7 tek y\u00f6nl\u00fc \u00e7\u0131kmad\u0131:\r\n        <\/p>\r\n        <ul>\r\n          <li><strong>Sonbahar-k\u0131\u015f dalgas\u0131nda<\/strong> AI g\u00f6rseller, dikkatle ili\u015fkili g\u00f6stergelerde daha olumlu sonu\u00e7 verdi.<\/li>\r\n          <li><strong>\u0130lkbahar-yaz dalgas\u0131nda<\/strong> orijinal foto\u011fraflar, \u00f6zellikle d\u00f6n\u00fc\u015f\u00fcmle ili\u015fkili g\u00f6stergelerde \u00f6ne ge\u00e7ti.<\/li>\r\n        <\/ul>\r\n        <p>\r\n          \u00c7al\u0131\u015fman\u0131n kendi yorumu, performans\u0131n estetik incelik, g\u00f6rsel \u00f6zg\u00fcnl\u00fck, alg\u0131lanan risk ve \u00fcr\u00fcn\u00fc do\u011frulama\r\n          ihtiyac\u0131 aras\u0131ndaki dengeye ba\u011fl\u0131 oldu\u011fu y\u00f6n\u00fcnde. Bir k\u0131s\u0131t da a\u00e7\u0131k\u00e7a yaz\u0131lm\u0131\u015f: AI g\u00f6rseller daha cilal\u0131\r\n          oldu\u011fu i\u00e7in \"AI kayna\u011f\u0131\" ile \"sunum kalitesi\" tam ayr\u0131\u015ft\u0131r\u0131lam\u0131yor, platform algoritmas\u0131 da kontrol\r\n          edilemiyor. Yani elimizde <strong>ba\u011flama duyarl\u0131 bir sinyal<\/strong> var, evrensel bir sat\u0131\u015f yasas\u0131 de\u011fil.\r\n          Zaten bu literat\u00fcrde evrensel yasa arayan herkes eli bo\u015f d\u00f6n\u00fcyor.\r\n        <\/p>\r\n\r\n        <h3>6. Tolerans, g\u00f6rsel tipine g\u00f6re de\u011fi\u015fiyor<\/h3>\r\n        <p>\r\n          M\u00fcnster School of Business (FH M\u00fcnster) ve CECIRE'nin moda perakendecisi Ernsting's family ortakl\u0131\u011f\u0131yla\r\n          y\u00fcr\u00fctt\u00fc\u011f\u00fc ara\u015ft\u0131rma pratik bir ayr\u0131m koyuyor: t\u00fcketiciler <strong>dekoratif ve arka plan g\u00f6rsellerinde<\/strong>\r\n          yapay zek\u00e2ya belirli d\u00fczeyde m\u00fcsamaha g\u00f6steriyor, ama <strong>ki\u015fiselle\u015ftirilmi\u015f \u00fcr\u00fcn ve model\r\n          foto\u011fraflar\u0131nda<\/strong> son derece ele\u015ftirel. Bu ayr\u0131m, ilerideki \"g\u00f6rsel tipine g\u00f6re karar tablosunun\"\r\n          temeli \u2014 ve b\u00fcy\u00fck ihtimalle bu yaz\u0131daki en kolay uygulanabilir bulgu.\r\n        <\/p>\r\n\r\n        <h3>7. Kenarda duran ama \u00f6nemli alt\u0131 bulgu<\/h3>\r\n        <ul>\r\n          <li>\r\n            <strong>\"AI\" kelimesinin kendisi bile sat\u0131\u015f\u0131 d\u00fc\u015f\u00fcrebiliyor.<\/strong> Washington State University'den\r\n            Cicek, Gursoy ve Lu'nun \u00e7al\u0131\u015fmas\u0131, \u00fcr\u00fcn ve hizmet a\u00e7\u0131klamalar\u0131nda \"Artificial Intelligence\" ifadesinin\r\n            g\u00f6r\u00fcnmesinin sat\u0131n alma niyetini olumsuz etkiledi\u011fini g\u00f6steriyor. Mekanizma duygusal g\u00fcven \u00fczerinden\r\n            i\u015fliyor ve etki pahal\u0131 elektronik, finansal hizmet ve t\u0131bbi cihaz gibi y\u00fcksek riskli kategorilerde\r\n            \u00e7ok daha belirgin.\r\n          <\/li>\r\n          <li>\r\n            <strong>Kaynak a\u00e7\u0131klan\u0131nca alg\u0131 de\u011fi\u015fiyor.<\/strong> Zhang ve Hur'un 2025 \u00e7al\u0131\u015fmas\u0131nda, g\u00f6rselin kayna\u011f\u0131\r\n            s\u00f6ylenmedi\u011finde AI ve insan \u00fcretimi g\u00f6rseller aras\u0131ndaki fark s\u0131n\u0131rl\u0131 kal\u0131yor. G\u00f6rselin AI oldu\u011fu\r\n            a\u00e7\u0131kland\u0131\u011f\u0131nda ise g\u00fcven ve sat\u0131n alma niyeti belirgin \u015fekilde d\u00fc\u015f\u00fcyor. Ayn\u0131 piksel, farkl\u0131 sonu\u00e7.\r\n          <\/li>\r\n          <li>\r\n            <strong>Hedonik kategorilerde risk y\u00fcksek.<\/strong> Belanche ve arkada\u015flar\u0131n\u0131n\r\n            <em>International Journal of Information Management<\/em>'ta yay\u0131mlanan \u00e7al\u0131\u015fmas\u0131, AI g\u00f6rsel kullan\u0131m\u0131n\u0131n\r\n            hedonik ve y\u00fcksek kat\u0131l\u0131m gerektiren karar s\u00fcre\u00e7lerinde daha olumsuz alg\u0131land\u0131\u011f\u0131n\u0131 g\u00f6steriyor.\r\n          <\/li>\r\n          <li>\r\n            <strong>Duygusal i\u00e7erikte ahlaki tiksinti devreye giriyor.<\/strong> <em>Journal of Business Research<\/em>'te\r\n            yay\u0131mlanan bir \u00e7al\u0131\u015fmaya g\u00f6re t\u00fcketiciler duygusal pazarlama ileti\u015fiminin insan yerine AI taraf\u0131ndan\r\n            yaz\u0131ld\u0131\u011f\u0131na inand\u0131klar\u0131nda bunu daha az \u00f6zg\u00fcn buluyor, ahlaki tiksinti hissediyor ve sat\u0131n alma niyetleri\r\n            zay\u0131fl\u0131yor \u2014 <strong>metin birebir ayn\u0131 oldu\u011fu h\u00e2lde.<\/strong>\r\n          <\/li>\r\n          <li>\r\n            <strong>Etik duru\u015f tepkiyi yumu\u015fatabiliyor.<\/strong> Forbes'un Swinburne University of Technology'den\r\n            Prof. Sean Sands \u00f6nderli\u011findeki d\u00f6rt deney \u00fczerinden aktard\u0131\u011f\u0131 bulgu, inand\u0131r\u0131c\u0131 bir toplumsal fayda ve\r\n            etik sorumluluk \u00e7er\u00e7evesinin olumsuz tepkiyi azaltabildi\u011fi y\u00f6n\u00fcnde. Tam hakemli makale k\u00fcnyesi\r\n            bulunamad\u0131\u011f\u0131 i\u00e7in destekleyici kan\u0131t olarak okunmal\u0131.\r\n          <\/li>\r\n          <li>\r\n            <strong>\"Zamanla al\u0131\u015f\u0131rlar\" varsay\u0131m\u0131n\u0131n arkas\u0131nda veri yok.<\/strong> Conjointly'nin 2023\u20132025 dalgalar\u0131nda\r\n            tutum de\u011fi\u015fimleri kar\u0131\u015f\u0131kt\u0131; \u00e7o\u011fu d\u00fc\u015f\u00fc\u015f hata pay\u0131 i\u00e7indeyken AI'\u0131n pazarlama i\u00e7eri\u011finde kullan\u0131m\u0131na onay\r\n            %55'ten %36'ya anlaml\u0131 bi\u00e7imde geriledi. Fractl'\u0131n ayr\u0131 ara\u015ft\u0131rmas\u0131ndaki g\u00fcven kayb\u0131 ise genel AI\r\n            arama ve i\u00e7erik ba\u011flam\u0131ndan geliyor \u2014 \u00fcr\u00fcn foto\u011fraf\u0131 testi de\u011fil.\r\n          <\/li>\r\n        <\/ul>\r\n      <\/div>\r\n\r\n      <div class=\"lux-table-wrap\">\r\n        <table class=\"lux-table\">\r\n          <thead>\r\n            <tr>\r\n              <th>Ara\u015ft\u0131rma \/ Kurum<\/th>\r\n              <th>Odak<\/th>\r\n              <th>Y\u00f6ntem ve \u00f6rneklem<\/th>\r\n              <th>Temel bulgu<\/th>\r\n            <\/tr>\r\n          <\/thead>\r\n          <tbody>\r\n            <tr>\r\n              <td data-label=\"Ara\u015ft\u0131rma\"><strong>Hartmann, Exner &amp; Domdey<\/strong><br>IJRM (2025)<\/td>\r\n              <td data-label=\"Odak\">Genel pazarlama g\u00f6rseli kalitesi ve reklam t\u0131klamas\u0131<\/td>\r\n              <td data-label=\"Y\u00f6ntem\">10.320 AI g\u00f6rsel; 254.400 de\u011ferlendirme; 173.022 banner g\u00f6sterimi<\/td>\r\n              <td data-label=\"Bulgu\">En g\u00fc\u00e7l\u00fc modeller insan g\u00f6rsellerini yakalad\u0131 veya ge\u00e7ti; \u00e7al\u0131\u015fma fiziksel SKU temsil do\u011frulu\u011funu test etmedi.<\/td>\r\n            <\/tr>\r\n            <tr>\r\n              <td data-label=\"Ara\u015ft\u0131rma\"><strong>Xie, Muralidharan &amp; Phua<\/strong><br>SMU \u00b7 Journal of Advertising (2026)<\/td>\r\n              <td data-label=\"Odak\">Beden olumlama kampanyalar\u0131nda AI modeller<\/td>\r\n              <td data-label=\"Y\u00f6ntem\">\u00dc\u00e7 deney serisi, kad\u0131n t\u00fcketiciler<\/td>\r\n              <td data-label=\"Bulgu\">Marka ikiy\u00fczl\u00fcl\u00fc\u011f\u00fc alg\u0131s\u0131, d\u00fc\u015f\u00fck toplumsal varl\u0131k, sat\u0131n alma ve tavsiyede d\u00fc\u015f\u00fc\u015f. Somut ama\u00e7 mesaj\u0131 ve nitelikli \u015feffafl\u0131k a\u00e7\u0131klamas\u0131 etkiyi tersine \u00e7eviriyor.<\/td>\r\n            <\/tr>\r\n            <tr>\r\n              <td data-label=\"Ara\u015ft\u0131rma\"><strong>Br\u00fcns &amp; Mei\u00dfner (2024)<\/strong><br>J. of Retailing &amp; Consumer Services<\/td>\r\n              <td data-label=\"Odak\">Sosyal medyada AI i\u00e7erik<\/td>\r\n              <td data-label=\"Y\u00f6ntem\">\u00dc\u00e7 deney<\/td>\r\n              <td data-label=\"Bulgu\">Alg\u0131lanan marka \u00f6zg\u00fcnl\u00fc\u011f\u00fcnde do\u011frudan zedelenme; \"destekleyici AI\" \u00e7er\u00e7evesi hasar\u0131 azalt\u0131yor.<\/td>\r\n            <\/tr>\r\n            <tr>\r\n              <td data-label=\"Ara\u015ft\u0131rma\"><strong>Tainted by technology?<\/strong><br>British Food Journal (2026)<\/td>\r\n              <td data-label=\"Odak\">Alg\u0131lanan sat\u0131c\u0131 \u00e7abas\u0131<\/td>\r\n              <td data-label=\"Y\u00f6ntem\">\u00dc\u00e7 t\u00fcketici deneyi<\/td>\r\n              <td data-label=\"Bulgu\">AI etiketi \u00e7aba alg\u0131s\u0131n\u0131 zay\u0131flat\u0131yor; y\u00fcksek fiyatl\u0131 \u00fcr\u00fcnlerde diren\u00e7 art\u0131yor.<\/td>\r\n            <\/tr>\r\n            <tr>\r\n              <td data-label=\"Ara\u015ft\u0131rma\"><strong>Israfilzade (2025)<\/strong><br>Equilibrium<\/td>\r\n              <td data-label=\"Odak\">\u015eeffaf etiketleme \u00d7 \u00fcr\u00fcn ilgilenimi<\/td>\r\n              <td data-label=\"Y\u00f6ntem\">2\u00d72 denekler aras\u0131 tasar\u0131m<\/td>\r\n              <td data-label=\"Bulgu\">Y\u00fcksek ilgilenimli \u00fcr\u00fcnlerde a\u00e7\u0131k AI etiketi g\u00fcveni ve sat\u0131\u015f\u0131 d\u00fc\u015f\u00fcr\u00fcyor.<\/td>\r\n            <\/tr>\r\n            <tr>\r\n              <td data-label=\"Ara\u015ft\u0131rma\"><strong>Motivasyon \u00e7er\u00e7eveleme \u00e7al\u0131\u015fmas\u0131<\/strong><\/td>\r\n              <td data-label=\"Odak\">AI kullan\u0131m gerek\u00e7esinin etkisi<\/td>\r\n              <td data-label=\"Y\u00f6ntem\">\u00dc\u00e7 deney (n=130, n=79, son deney n=212)<\/td>\r\n              <td data-label=\"Bulgu\">\"Maliyet tasarrufu\" gerek\u00e7esi g\u00fcveni d\u00fc\u015f\u00fcr\u00fcyor; \"gizlilik korumas\u0131\" insan yap\u0131m\u0131yla benzer g\u00fcven \u00fcretiyor.<\/td>\r\n            <\/tr>\r\n            <tr>\r\n              <td data-label=\"Ara\u015ft\u0131rma\"><strong>FH M\u00fcnster \/ CECIRE<\/strong><br>Ernsting's family ortakl\u0131\u011f\u0131<\/td>\r\n              <td data-label=\"Odak\">Moda perakendesinde AI g\u00f6rseller<\/td>\r\n              <td data-label=\"Y\u00f6ntem\">Saha ve t\u00fcketici analizi<\/td>\r\n              <td data-label=\"Bulgu\">Dekoratif g\u00f6rsellerde k\u0131smi kabul; ki\u015fisel ve model g\u00f6rsellerinde y\u00fcksek ele\u015ftiri.<\/td>\r\n            <\/tr>\r\n            <tr>\r\n              <td data-label=\"Ara\u015ft\u0131rma\"><strong>Vinted saha deneyi<\/strong><br>\u00d6n bask\u0131 (2026)<\/td>\r\n              <td data-label=\"Odak\">\u0130kinci el modada delil i\u015flevi<\/td>\r\n              <td data-label=\"Y\u00f6ntem\">Saha deneyi, S-O-R modeli<\/td>\r\n              <td data-label=\"Bulgu\">Mevsimsel tersine d\u00f6n\u00fc\u015f: sonbahar-k\u0131\u015fta AI dikkat g\u00f6stergeleri, ilkbahar-yazda orijinal g\u00f6rseller ve d\u00f6n\u00fc\u015f\u00fcm g\u00f6stergeleri.<\/td>\r\n            <\/tr>\r\n            <tr>\r\n              <td data-label=\"Ara\u015ft\u0131rma\"><strong>Cicek, Gursoy &amp; Lu<\/strong><br>Washington State University<\/td>\r\n              <td data-label=\"Odak\">A\u00e7\u0131klamalarda \"AI\" ibaresi<\/td>\r\n              <td data-label=\"Y\u00f6ntem\">Deneysel \u00e7al\u0131\u015fma<\/td>\r\n              <td data-label=\"Bulgu\">Duygusal g\u00fcven d\u00fc\u015f\u00fcyor, sat\u0131n alma niyeti azal\u0131yor. Y\u00fcksek riskli kategorilerde daha g\u00fc\u00e7l\u00fc.<\/td>\r\n            <\/tr>\r\n          <\/tbody>\r\n        <\/table>\r\n      <\/div>\r\n    <\/div>\r\n  <\/section>\r\n\r\n  <section class=\"lux-section\">\r\n    <div class=\"lux-wrap\">\r\n      <div class=\"lux-heading\">\r\n        <span class=\"lux-kicker lux-num\">\u00dcr\u00fcn Foto\u011fraf\u0131n\u0131n Do\u011fas\u0131<\/span>\r\n        <h2>\u00dcr\u00fcn Foto\u011fraf\u0131 Reklam G\u00f6rseli De\u011fildir<\/h2>\r\n      <\/div>\r\n\r\n      <div class=\"lux-text-block\">\r\n        <p>\r\n          E-ticarette g\u00f6rsel, t\u00fcketicinin \u00fcr\u00fcne dokunamad\u0131\u011f\u0131 yerde \u00fcr\u00fcn\u00fcn fiziksel yerine ge\u00e7er.\r\n          Kuma\u015f\u0131n dokusu, metalin parlakl\u0131\u011f\u0131, cam\u0131n ge\u00e7irgenli\u011fi, derinin y\u00fczeyi, kozmetik pigmentin ger\u00e7ek tonu,\r\n          bir y\u00fcz\u00fc\u011f\u00fcn parmakta kaplad\u0131\u011f\u0131 yer, ambalaj\u0131n kalitesi \u2014 hepsi tek bir kareden okunur.\r\n          M\u00fc\u015fteri o kareye bakarken asl\u0131nda elini uzatmaya \u00e7al\u0131\u015f\u0131yor.\r\n        <\/p>\r\n        <p>\r\n          Bu y\u00fczden \u00fcr\u00fcn\u00fc oldu\u011fundan daha kusursuz, daha parlak, daha p\u00fcr\u00fczs\u00fcz, daha b\u00fcy\u00fck veya farkl\u0131 renkte\r\n          g\u00f6steren bir AI g\u00f6rseli, estetik olarak ne kadar ba\u015far\u0131l\u0131 olursa olsun ticari risk \u00fcretir.\r\n          M\u00fc\u015fterinin kafas\u0131nda tek bir soru do\u011far ve o soru d\u00f6n\u00fc\u015f\u00fcm\u00fc de iadeyi de belirler:\r\n          <strong>\"\u00dcr\u00fcn ger\u00e7ekten b\u00f6yle mi gelecek?\"<\/strong>\r\n        <\/p>\r\n        <p>\r\n          L\u00fcks, kozmetik ve modada bir katman daha var. \"When AI Doesn't Sell Prada\" \u00e7al\u0131\u015fmas\u0131n\u0131n i\u015faret etti\u011fi\r\n          problem yaln\u0131zca ger\u00e7eklik de\u011fil. L\u00fcks t\u00fcketimde de\u011fer; insan eme\u011fi, zanaat, dikkat, malzeme ve \u00fcretim\r\n          hik\u00e2yesiyle i\u00e7 i\u00e7edir. AI g\u00f6rsel bu emek alg\u0131s\u0131n\u0131 inceltince t\u00fcketici, markan\u0131n de\u011feri nas\u0131l \u00fcretti\u011fini\r\n          sorgulamaya ba\u015fl\u0131yor. Bir \u00e7antan\u0131n diki\u015fini kimin att\u0131\u011f\u0131n\u0131 merak eden m\u00fc\u015fteri, g\u00f6rselini kimin\r\n          \u00fcretti\u011fini de merak eder.\r\n        <\/p>\r\n        <p>\r\n          2026 verisi bunu ticari d\u00fczleme ta\u015f\u0131yor. Clutch'\u0131n Haziran 2026'da 408 t\u00fcketiciyle y\u00fcr\u00fctt\u00fc\u011f\u00fc ara\u015ft\u0131rmada\r\n          kat\u0131l\u0131mc\u0131lar\u0131n <strong>%36's\u0131 markan\u0131n arkas\u0131nda ger\u00e7ek insanlar g\u00f6rmenin sadakatlerinin en g\u00fc\u00e7l\u00fc\r\n          s\u00fcr\u00fckleyicisi oldu\u011funu<\/strong> s\u00f6yl\u00fcyor \u2014 fiyattan da, \u00fcr\u00fcn kalitesinden de, kolayl\u0131ktan da g\u00fc\u00e7l\u00fc.\r\n          Ayn\u0131 ara\u015ft\u0131rmada %49'u en ak\u0131lda kal\u0131c\u0131 kampanya format\u0131 olarak ger\u00e7ek m\u00fc\u015fteri hik\u00e2yelerini i\u015faret ediyor.\r\n        <\/p>\r\n      <\/div>\r\n\r\n      <figure class=\"lux-chart\">\r\n        <img src=\"https:\/\/burakbulut.net\/wp-content\/uploads\/2026\/03\/Lee-2025-Conjointly.png.webp\" alt=\"T\u00fcketicinin yapay zekaya olan son \u00fc\u00e7 y\u0131ldaki tutumu tablosu\" loading=\"lazy\" decoding=\"async\">\r\n        <figcaption>Tablo 1: T\u00fcketicinin yapay zek\u00e2ya olan son 3 y\u0131ldaki tutumu. Kaynak: Lee, 2025 \/ Conjointly.<\/figcaption>\r\n      <\/figure>\r\n\r\n      <div class=\"lux-text-block\">\r\n        <h3>Ayn\u0131 g\u00f6rsel, farkl\u0131 etiket, farkl\u0131 g\u00fcven<\/h3>\r\n        <p>\r\n          NIM'in (Nuremberg Institute for Market Decisions) ara\u015ft\u0131rmas\u0131 rahats\u0131z edici bir \u015fey g\u00f6steriyor:\r\n          ayn\u0131 g\u00f6rseli \"foto\u011fraf\" ya da \"AI \u00fcretimi g\u00f6rsel\" diye etiketlemek t\u00fcketici alg\u0131s\u0131n\u0131 de\u011fi\u015ftiriyor.\r\n          AI etiketi alan g\u00f6rsel daha az duygusal, daha az inan\u0131l\u0131r ve daha az ak\u0131lda kal\u0131c\u0131 alg\u0131lanabiliyor.\r\n          Yani \u015feffafl\u0131k her zaman g\u00fcveni art\u0131rm\u0131yor; bazen sadece \u015f\u00fcpheyi g\u00f6r\u00fcn\u00fcr k\u0131l\u0131yor.\r\n        <\/p>\r\n        <p>\r\n          SMU \u00e7al\u0131\u015fmas\u0131n\u0131n \u00fc\u00e7\u00fcnc\u00fc deneyi tabloyu tamaml\u0131yor ve bu ikisi birlikte okunmal\u0131:\r\n          <strong>\u00e7\u0131plak bir \"AI ile \u00fcretilmi\u015ftir\" ibaresi g\u00fcveni d\u00fc\u015f\u00fcrebilirken, s\u00fcrecin nas\u0131l i\u015fledi\u011fini anlatan\r\n          nitelikli bir \u015feffafl\u0131k beyan\u0131 marka de\u011ferlendirmesini y\u00fckseltiyor.<\/strong> \u00d6rne\u011fin AI modelinin,\r\n          r\u0131zas\u0131 al\u0131nm\u0131\u015f ve lisanslanm\u0131\u015f ger\u00e7ek insan foto\u011fraflar\u0131ndan olu\u015fan bir veri setiyle e\u011fitildi\u011fini\r\n          a\u00e7\u0131klamak, t\u00fcketicinin \u015f\u00fcphesini gideriyor. Fark, etiketin varl\u0131\u011f\u0131nda de\u011fil i\u00e7eri\u011finde.\r\n        <\/p>\r\n\r\n        <div class=\"lux-alert\">\r\n          <p>\r\n            <b>2026 itibar\u0131yla bu denge art\u0131k bir tercih meselesi de\u011fil.<\/b>\r\n            NIM'in i\u015faret etti\u011fi ikilem \u2014 etiketlemek g\u00fcveni d\u00fc\u015f\u00fcr\u00fcyor \u2014 \u015fimdiye kadar bir strateji sorusuydu.\r\n            T\u00fcrkiye'de 1 A\u011fustos, AB'de 2 A\u011fustos 2026'dan itibaren belirli durumlarda\r\n            <strong>etiketlemek zorunlu.<\/strong>\r\n          <\/p>\r\n          <p>\r\n            Dolay\u0131s\u0131yla soru \"etiketleyeyim mi?\" olmaktan \u00e7\u0131kt\u0131 ve ikiye ayr\u0131ld\u0131:\r\n            <strong>(1)<\/strong> Etiketlemek zorunda kalmayaca\u011f\u0131m g\u00f6rselleri hangi kategorilerde \u00fcretmeliyim?\r\n            <strong>(2)<\/strong> Etiketlemek zorunda oldu\u011fum yerde etiketi nas\u0131l nitelikli hale getiririm?\r\n          <\/p>\r\n        <\/div>\r\n      <\/div>\r\n\r\n      <div class=\"lux-heading\" style=\"margin-top:58px;\">\r\n        <span class=\"lux-kicker lux-num\">Sat\u0131n Alma Psikolojisi<\/span>\r\n        <h2>Tepkinin Alt\u0131ndaki Dokuz Mekanizma<\/h2>\r\n      <\/div>\r\n\r\n      <div class=\"lux-card-grid\">\r\n        <article class=\"lux-card\">\r\n          <h3>1. Kan\u0131tsal de\u011fer kayb\u0131<\/h3>\r\n          <p>Foto\u011fraf, e-ticarette \u00fcr\u00fcn\u00fcn fiziksel delilidir. T\u00fcketici g\u00f6rselin sentetik olabilece\u011fini d\u00fc\u015f\u00fcnd\u00fc\u011f\u00fc anda o delil h\u00fckm\u00fcn\u00fc yitirir.<\/p>\r\n        <\/article>\r\n        <article class=\"lux-card\">\r\n          <h3>2. \u0130nsan eme\u011fi transferi<\/h3>\r\n          <p>Ger\u00e7ek foto\u011fraf, \u00fcr\u00fcn\u00fcn kar\u015f\u0131s\u0131nda birinin \u0131\u015f\u0131\u011fa, a\u00e7\u0131ya, malzemeye karar verdi\u011fini hissettirir. O emek alg\u0131s\u0131 sessizce \u00fcr\u00fcne ge\u00e7er.<\/p>\r\n        <\/article>\r\n        <article class=\"lux-card\">\r\n          <h3>3. Tekinsiz vadi<\/h3>\r\n          <p>G\u00f6lge, simetri, doku, parmak, y\u00fcz, kuma\u015f ya da perspektifteki k\u00fc\u00e7\u00fck anomaliler t\u00fcketicide ad\u0131 konmam\u0131\u015f bir yapayl\u0131k hissi b\u0131rak\u0131r.<\/p>\r\n        <\/article>\r\n        <article class=\"lux-card\">\r\n          <h3>4. \u0130kna alarm\u0131<\/h3>\r\n          <p>G\u00f6rselin kendisini ikna etmek i\u00e7in fazla optimize edildi\u011fini sezen m\u00fc\u015fteri savunmaya ge\u00e7er: \"G\u00f6rselde k\u0131st\u0131ysa \u00fcr\u00fcnde de mi k\u0131st\u0131?\"<\/p>\r\n        <\/article>\r\n        <article class=\"lux-card\">\r\n          <h3>5. Dokunma eksikli\u011fi<\/h3>\r\n          <p>Online al\u0131\u015fveri\u015fte kimse \u00fcr\u00fcne dokunamaz. Ger\u00e7ek \u0131\u015f\u0131k, ger\u00e7ek y\u00fczey ve do\u011fru \u00f6l\u00e7ek bu eksikli\u011fi k\u0131smen kapatan tek \u015feydir.<\/p>\r\n        <\/article>\r\n        <article class=\"lux-card\">\r\n          <h3>6. Etik tepki<\/h3>\r\n          <p>Yarat\u0131c\u0131 eme\u011fin yerini AI'\u0131n alaca\u011f\u0131 endi\u015fesi, baz\u0131 t\u00fcketici gruplar\u0131nda do\u011frudan de\u011fer temelli bir ret refleksi \u00fcretiyor.<\/p>\r\n        <\/article>\r\n        <article class=\"lux-card\">\r\n          <h3>7. Ucuzluk sinyali<\/h3>\r\n          <p>T\u00fcketici AI g\u00f6rseli \"daha az emek harcanm\u0131\u015f\" diye okur ve bu okuma markan\u0131n tamam\u0131na yay\u0131l\u0131r. G\u00f6rsel ucuz g\u00f6r\u00fcn\u00fcyorsa \u00fcr\u00fcn de ucuz say\u0131l\u0131r.<\/p>\r\n        <\/article>\r\n        <article class=\"lux-card\">\r\n          <h3>8. Kolektif \u015f\u00fcphe e\u015fi\u011fi<\/h3>\r\n          <p>Etki bireysel de\u011fil, ortamsal. T\u00fcketiciler bir markay\u0131 kendi reklam\u0131 y\u00fcz\u00fcnden de\u011fil, d\u00fc\u015f\u00fck kaliteli AI i\u00e7eri\u011finin yan\u0131nda g\u00f6r\u00fcnmesi y\u00fcz\u00fcnden de cezaland\u0131r\u0131yor.<\/p>\r\n        <\/article>\r\n        <article class=\"lux-card\">\r\n          <h3>9. Alg\u0131 yan\u0131lg\u0131s\u0131 \u2014 t\u00fcketicide de\u011fil, sizde<\/h3>\r\n          <p>IAB'nin 505 ABD'li Z ve Y ku\u015fa\u011f\u0131 t\u00fcketici ile 104 reklam y\u00f6neticisini kapsayan 2026 raporundaki en \u00e7arp\u0131c\u0131 bulgu masan\u0131n bu taraf\u0131nda: y\u00f6neticilerin %82'si gen\u00e7 t\u00fcketicilerin AI reklamlar\u0131na olumlu bakt\u0131\u011f\u0131na inan\u0131yor. T\u00fcketicideki ger\u00e7ek oran %45. Makas 2024'te 32 puand\u0131, 2026'da 37 puana \u00e7\u0131kt\u0131.<\/p>\r\n        <\/article>\r\n      <\/div>\r\n\r\n      <div class=\"lux-gallery-label\">\r\n        <b>LUX Prod\u00fcksiyon portfolyosu \u2014 hepsi ger\u00e7ek \u00e7ekim.<\/b>\r\n        <span>\r\n          <em>Ger\u00e7ek modeller, ger\u00e7ek dekorlar, ger\u00e7ek \u00fcr\u00fcnler, ger\u00e7ek \u0131\u015f\u0131k.<\/em>\r\n          Bu karelerin hi\u00e7birinde \u00fcretken yapay zek\u00e2 kullan\u0131lmad\u0131. Yukar\u0131daki dokuz mekanizman\u0131n\r\n          tamam\u0131, bir g\u00f6rselin bu \u015fekilde \u00fcretilip \u00fcretilmedi\u011fine g\u00f6re devreye giriyor ya da girmiyor.\r\n        <\/span>\r\n      <\/div>\r\n\r\n      <div class=\"lux-gallery lux-gallery-8\" aria-label=\"LUX Prod\u00fcksiyon portfolyosundan ger\u00e7ek \u00e7ekim \u00fcr\u00fcn, moda ve kampanya \u00f6rnekleri\">\r\n        <figure><img src=\"https:\/\/burakbulut.net\/wp-content\/uploads\/2025\/07\/DSC07518.webp\" alt=\"Profesyonel \u00fcr\u00fcn kampanya \u00e7ekimi\" loading=\"lazy\" decoding=\"async\"><\/figure>\r\n        <figure><img src=\"https:\/\/burakbulut.net\/wp-content\/uploads\/2025\/07\/DSC05903-Enhanced-NR.webp\" alt=\"St\u00fcdyo \u00fcr\u00fcn foto\u011fraf\u00e7\u0131l\u0131\u011f\u0131 \u00f6rne\u011fi\" loading=\"lazy\" decoding=\"async\"><\/figure>\r\n        <figure><img src=\"https:\/\/burakbulut.net\/wp-content\/uploads\/2025\/07\/DSC04497.webp\" alt=\"Moda ve \u00fcr\u00fcn odakl\u0131 g\u00f6rsel prod\u00fcksiyon\" loading=\"lazy\" decoding=\"async\"><\/figure>\r\n        <figure><img src=\"https:\/\/burakbulut.net\/wp-content\/uploads\/2025\/07\/DSC03204.webp\" alt=\"Dekorlu ticari foto\u011fraf \u00e7ekimi\" loading=\"lazy\" decoding=\"async\"><\/figure>\r\n        <figure><img src=\"https:\/\/burakbulut.net\/wp-content\/uploads\/2025\/07\/DSC03251.webp\" alt=\"Ticari \u00fcr\u00fcn ve model \u00e7ekimi\" loading=\"lazy\" decoding=\"async\"><\/figure>\r\n        <figure><img src=\"https:\/\/burakbulut.net\/wp-content\/uploads\/2025\/05\/DSC01006.webp\" alt=\"St\u00fcdyo \u0131\u015f\u0131\u011f\u0131yla \u00fcr\u00fcn foto\u011fraf\u0131\" loading=\"lazy\" decoding=\"async\"><\/figure>\r\n        <figure><img src=\"https:\/\/burakbulut.net\/wp-content\/uploads\/2025\/05\/LUX01923-Enhanced-NR-e1761845193284.webp\" alt=\"Profesyonel \u00fcr\u00fcn g\u00f6rseli\" loading=\"lazy\" decoding=\"async\"><\/figure>\r\n        <figure><img src=\"https:\/\/burakbulut.net\/wp-content\/uploads\/2025\/03\/LUXPummysDay2-01083-Enhanced-NR-copy.webp\" alt=\"Kampanya prod\u00fcksiyon foto\u011fraf\u0131\" loading=\"lazy\" decoding=\"async\"><\/figure>\r\n      <\/div>\r\n    <\/div>\r\n  <\/section>\r\n\r\n  <section class=\"lux-section\">\r\n    <div class=\"lux-wrap\">\r\n      <div class=\"lux-heading\">\r\n        <span class=\"lux-kicker lux-num\">\u00c7er\u00e7eveleme Tezi<\/span>\r\n        <h2>Ayn\u0131 Teknoloji, Z\u0131t Sonu\u00e7<\/h2>\r\n        <p>\r\n          \u0130ki marka vakas\u0131 yan yana kondu\u011funda akademik bulgularla \u015fa\u015f\u0131rt\u0131c\u0131 bi\u00e7imde uyumlu bir \u00f6r\u00fcnt\u00fc \u00e7\u0131k\u0131yor.\r\n          Bunun nedensellik kan\u0131t\u0131 olmad\u0131\u011f\u0131n\u0131 ba\u015ftan s\u00f6yleyelim; yine de \u00f6\u011fretici.\r\n        <\/p>\r\n      <\/div>\r\n\r\n      <div class=\"lux-verdict\">\r\n        <div class=\"lux-v-bad\">\r\n          <span class=\"lux-v-tag\">Kriz \u2014 Mart 2023<\/span>\r\n          <h4>Levi Strauss &amp; Co. \u00d7 Lalaland.ai<\/h4>\r\n          <p>\r\n            Levi's, Amsterdam merkezli Lalaland.ai ile i\u015f birli\u011fi yaparak e-ticaret sitesinde farkl\u0131 etnik k\u00f6ken,\r\n            ya\u015f ve beden tiplerini temsil eden yapay zek\u00e2 modellik sistemini test edece\u011fini duyurdu.\r\n            \u015eirket bu ad\u0131m\u0131 <strong>\u00e7e\u015fitlili\u011fi, kapsay\u0131c\u0131l\u0131\u011f\u0131 ve s\u00fcrd\u00fcr\u00fclebilirli\u011fi art\u0131rma y\u00f6ntemi<\/strong>\r\n            olarak konumland\u0131rd\u0131.\r\n          <\/p>\r\n          <p>\r\n            Duyuru k\u00fcresel medyada (The Independent, The Guardian, The New York Times) ve sosyal medyada sert bir\r\n            tepki dalgas\u0131 yaratt\u0131. Ele\u015ftirinin \u00f6zeti \u015fuydu: ger\u00e7ek insan modelleri i\u015fe al\u0131p onlara \u00f6deme yapmak\r\n            yerine sentetik az\u0131nl\u0131k modelleri \u00fcretmek, \u00e7e\u015fitlili\u011fi bir de\u011fer olmaktan \u00e7\u0131kar\u0131p bir efekte\r\n            d\u00f6n\u00fc\u015ft\u00fcr\u00fcyor. New York Magazine bunu \"yapay \u00e7e\u015fitlilik\" diye adland\u0131rd\u0131.\r\n          <\/p>\r\n          <p>\r\n            <strong>Sonu\u00e7:<\/strong> Levi's, tepkinin ard\u0131ndan AI modellerinin ger\u00e7ek modellerin veya \u00e7e\u015fitlilik\r\n            taahh\u00fctlerinin yerini almayaca\u011f\u0131n\u0131, yaln\u0131zca insan modellerle yap\u0131lan \u00e7ekimleri destekleyece\u011fini a\u00e7\u0131klad\u0131.\r\n            Bu bir \"geri ad\u0131m\" de\u011fil, tart\u0131\u015fmal\u0131 konumland\u0131rman\u0131n daralt\u0131lmas\u0131 ve netle\u015ftirilmesiydi.\r\n          <\/p>\r\n        <\/div>\r\n\r\n        <div class=\"lux-v-good\">\r\n          <span class=\"lux-v-tag\">Daha s\u0131n\u0131rl\u0131 tepki \u2014 Temmuz 2024<\/span>\r\n          <h4>Mango \u2014 \"Mango Teen \/ Sunset Dream\"<\/h4>\r\n          <p>\r\n            Mango, gen\u00e7 koleksiyonu i\u00e7in tamamen yapay zek\u00e2 ile \u00fcretilmi\u015f bir reklam kampanyas\u0131 yay\u0131mlad\u0131.\r\n            Teknik olarak Levi's'\u0131n yapt\u0131\u011f\u0131ndan daha ileri bir ad\u0131md\u0131: sentetik model de\u011fil, sentetik\r\n            <em>kampanya<\/em>.\r\n          <\/p>\r\n          <p>\r\n            Fark \u00e7er\u00e7evelemedeydi. Mango s\u00fcreci sosyal de\u011fer, \u00e7e\u015fitlilik ya da kapsay\u0131c\u0131l\u0131k olarak de\u011fil;\r\n            do\u011frudan <strong>operasyonel h\u0131z, tasar\u0131m esnekli\u011fi ve \u00fcretim verimlili\u011fi<\/strong> olarak anlatt\u0131.\r\n            AI bir erdem iddias\u0131 de\u011fil, bir \u00fcretim arac\u0131 olarak masaya kondu.\r\n          <\/p>\r\n          <p>\r\n            <strong>Sonu\u00e7:<\/strong> Kampanya i\u015f kayb\u0131, temsil ve \u00fcr\u00fcn\u00fcn do\u011fru g\u00f6sterimi \u00fczerinden ele\u015ftiri de ald\u0131;\r\n            ancak taranan kaynaklarda Levi's \u00f6l\u00e7e\u011finde, \u00f6l\u00e7\u00fclm\u00fc\u015f bir tepki dalgas\u0131na rastlanmad\u0131. Bu kampanyan\u0131n\r\n            ticari olarak ba\u015far\u0131l\u0131 oldu\u011fu anlam\u0131na gelmez. Temkinli \u00e7\u0131kar\u0131m \u015fu: verimlilik \u00e7er\u00e7evesi, sosyal de\u011fer\r\n            iddias\u0131na g\u00f6re farkl\u0131 <em>t\u00fcrde<\/em> bir tart\u0131\u015fma \u00fcretti.\r\n          <\/p>\r\n        <\/div>\r\n      <\/div>\r\n\r\n      <div class=\"lux-casequote\">\r\n        <p>\r\n          \u0130ki vaka aras\u0131ndaki fark teknolojide de\u011fil <strong>iddiadayd\u0131.<\/strong>\r\n          Levi's AI'\u0131 bir <em>sosyal de\u011fer iddias\u0131yla<\/em> sundu ve kamuoyu bunu ikiy\u00fczl\u00fcl\u00fck olarak okudu.\r\n          Mango AI'\u0131 bir <em>\u00fcretim y\u00f6ntemi<\/em> olarak sundu; kar\u015f\u0131la\u015ft\u0131r\u0131labilir \u00f6l\u00e7ekte bir dalga olu\u015fmad\u0131.\r\n        <\/p>\r\n        <cite>\r\n          Bu iki vaka, SMU \u00e7al\u0131\u015fmas\u0131n\u0131n marka ikiy\u00fczl\u00fcl\u00fc\u011f\u00fc bulgusu ve motivasyon \u00e7er\u00e7eveleme deneyleriyle uyumlu\r\n          bir saha \u00f6rne\u011fi sunuyor. Vaka kar\u015f\u0131la\u015ft\u0131rmas\u0131 tek ba\u015f\u0131na nedensel kan\u0131t de\u011fildir.\r\n        <\/cite>\r\n      <\/div>\r\n\r\n      <div class=\"lux-text-block\">\r\n        <h3>Tek c\u00fcmlelik kural<\/h3>\r\n        <p>\r\n          AI hi\u00e7bir zaman bir de\u011fer taahh\u00fcd\u00fcn\u00fcn ikamesi olarak sunulmamal\u0131. \u00c7e\u015fitlilik, beden olumlama,\r\n          s\u00fcrd\u00fcr\u00fclebilirlik, yerellik, el eme\u011fi ya da toplumsal sorumluluk iddialar\u0131 sentetik g\u00f6rsellerle\r\n          desteklendi\u011finde t\u00fcketici zihninde <strong>marka ikiy\u00fczl\u00fcl\u00fc\u011f\u00fc<\/strong> tetikleniyor.\r\n          Teknoloji a\u00e7\u0131k\u00e7a operasyonel h\u0131z\u0131 ve yarat\u0131c\u0131 s\u00fcreci destekleyen bir ara\u00e7 olarak konumland\u0131r\u0131lmal\u0131.\r\n          Bunun d\u0131\u015f\u0131ndaki her kullan\u0131m, kazand\u0131\u011f\u0131ndan fazlas\u0131n\u0131 g\u00f6t\u00fcr\u00fcyor.\r\n        <\/p>\r\n      <\/div>\r\n    <\/div>\r\n  <\/section>\r\n\r\n  <section class=\"lux-section\">\r\n    <div class=\"lux-wrap\">\r\n      <div class=\"lux-heading\">\r\n        <span class=\"lux-kicker lux-num\">Vaka Analizi<\/span>\r\n        <h2>\u015eeffafl\u0131\u011f\u0131n Bi\u00e7imi: Guess ve H&amp;M<\/h2>\r\n        <p>\r\n          \u0130kinci \u00f6\u011fretici kar\u015f\u0131la\u015ft\u0131rma daha da net: iki marka, benzer teknoloji, farkl\u0131 \u015feffafl\u0131k mimarisi, z\u0131t tepki.\r\n        <\/p>\r\n      <\/div>\r\n\r\n      <div class=\"lux-card-grid lux-cards-2\">\r\n        <article class=\"lux-card\">\r\n          <h3>Guess \u2014 Vogue, A\u011fustos 2025<\/h3>\r\n          <p>\r\n            Guess, Vogue'un A\u011fustos 2025 say\u0131s\u0131nda iki sayfal\u0131k bir ilanla tamamen AI ile \u00fcretilmi\u015f iki \"model\"\r\n            kulland\u0131. G\u00f6rselleri \u00fcreten Seraphinne Vallora'n\u0131n yaratt\u0131\u011f\u0131 karakterler Vivienne ve Anastasia\r\n            adlar\u0131n\u0131 ta\u015f\u0131yordu. A\u00e7\u0131klama vard\u0131 \u2014 ama sayfan\u0131n k\u00f6\u015fesinde, k\u00fc\u00e7\u00fck punto bir \u00fcretim notu olarak.\r\n          <\/p>\r\n          <p>\r\n            O ibareyi fark eden bir TikTok videosu iki milyondan fazla izlendi. Tepki hem Guess'e hem Vogue'a\r\n            y\u00f6neldi, abonelik iptalleri g\u00fcndeme geldi. Cond\u00e9 Nast, AI modelin Vogue'un kendi editoryal sayfalar\u0131nda\r\n            hi\u00e7 kullan\u0131lmad\u0131\u011f\u0131n\u0131 a\u00e7\u0131klamak zorunda kald\u0131. Model Alliance gibi meslek \u00f6rg\u00fctleri r\u0131za ve tazminat\r\n            standartlar\u0131n\u0131n yoklu\u011funa dikkat \u00e7ekti.\r\n          <\/p>\r\n        <\/article>\r\n\r\n        <article class=\"lux-card\">\r\n          <h3>H&amp;M \u2014 dijital ikizler, 2025<\/h3>\r\n          <p>\r\n            H&amp;M, 30 ger\u00e7ek modelinin <strong>r\u0131zas\u0131n\u0131 alarak ve telif \u00f6deyerek<\/strong> dijital ikizlerini\r\n            olu\u015fturdu. Program kapal\u0131yd\u0131: modeller do\u011frudan se\u00e7ildi, ikizler yaln\u0131zca H&amp;M kampanyalar\u0131nda\r\n            kullan\u0131ld\u0131, modeller haklar\u0131n\u0131 korudu. Yay\u0131nlanan i\u00e7eriklerde belirgin filigran ve \u015feffaf etiketleme vard\u0131.\r\n          <\/p>\r\n          <p>\r\n            H&amp;M de ele\u015ftiri ald\u0131; i\u015f kayb\u0131, r\u0131za standartlar\u0131 ve sekt\u00f6r\u00fcn gelece\u011fi tart\u0131\u015f\u0131ld\u0131.\r\n            Ama tepkinin niteli\u011fi farkl\u0131yd\u0131: tart\u0131\u015fma <em>aldatma<\/em> \u00fczerinden de\u011fil <em>i\u015f g\u00fcc\u00fc politikas\u0131<\/em>\r\n            \u00fczerinden y\u00fcr\u00fcd\u00fc. Programa kat\u0131lan modellerin bir b\u00f6l\u00fcm\u00fc s\u00fcreci profesyonel, i\u015f birli\u011fine dayal\u0131 ve\r\n            \u015feffaf olarak tan\u0131mlad\u0131.\r\n          <\/p>\r\n        <\/article>\r\n      <\/div>\r\n\r\n      <div class=\"lux-casequote\">\r\n        <p>\r\n          Fark\u0131 yaratan teknoloji de\u011fil; <strong>a\u00e7\u0131klaman\u0131n boyutu, konumu ve arkas\u0131ndaki insanlara ne oldu\u011fuydu.<\/strong>\r\n          \u015eeffafl\u0131k hukuki bir kutucuk de\u011fil bir g\u00fcven mekanizmas\u0131 \u2014 ve etiketin nerede, ne b\u00fcy\u00fckl\u00fckte durdu\u011fu\r\n          bazen AI'\u0131n kendisinden daha fazla tepki belirliyor.\r\n        <\/p>\r\n        <cite>E-ticaret markalar\u0131 i\u00e7in pratik sonu\u00e7: gizlemeye \u00e7al\u0131\u015ft\u0131\u011f\u0131n\u0131z her a\u00e7\u0131klama, bulundu\u011funda maliyeti katlanarak artar.<\/cite>\r\n      <\/div>\r\n\r\n      <div class=\"lux-table-wrap\">\r\n        <table class=\"lux-table\">\r\n          <thead>\r\n            <tr>\r\n              <th>Marka<\/th>\r\n              <th>Y\u0131l<\/th>\r\n              <th>Y\u00f6ntem ve konumland\u0131rma<\/th>\r\n              <th>Tepki<\/th>\r\n              <th>\u0130tibar etkisi<\/th>\r\n            <\/tr>\r\n          <\/thead>\r\n          <tbody>\r\n            <tr>\r\n              <td data-label=\"Marka\"><strong>Levi's<\/strong><\/td>\r\n              <td data-label=\"Y\u0131l\">2023<\/td>\r\n              <td data-label=\"Y\u00f6ntem\">Lalaland.ai ile \u00e7e\u015fitlilik odakl\u0131 AI modeller<\/td>\r\n              <td data-label=\"Tepki\">\u015eiddetli; \"yapay \u00e7e\u015fitlilik\" su\u00e7lamas\u0131<\/td>\r\n              <td data-label=\"Etki\">Tepki sonras\u0131nda kullan\u0131m\u0131n destekleyici oldu\u011fu a\u00e7\u0131kland\u0131.<\/td>\r\n            <\/tr>\r\n            <tr>\r\n              <td data-label=\"Marka\"><strong>Mango<\/strong><\/td>\r\n              <td data-label=\"Y\u0131l\">2024<\/td>\r\n              <td data-label=\"Y\u00f6ntem\">Mango Teen i\u00e7in tam AI \u00fcretimi kampanya; verimlilik \u00e7er\u00e7evesi<\/td>\r\n              <td data-label=\"Tepki\">Taranan kaynaklarda Levi's \u00f6l\u00e7e\u011finde tepki g\u00f6r\u00fclmedi.<\/td>\r\n              <td data-label=\"Etki\">Ticari etki i\u00e7in kamuya a\u00e7\u0131k, nedensel veri yok.<\/td>\r\n            <\/tr>\r\n            <tr>\r\n              <td data-label=\"Marka\"><strong>Zalando<\/strong><\/td>\r\n              <td data-label=\"Y\u0131l\">2024 Q4<\/td>\r\n              <td data-label=\"Y\u00f6ntem\">Editoryal g\u00f6rsellerin ~%70'inde AI; \"zenginle\u015ftirme arac\u0131\" \u00e7er\u00e7evesi<\/td>\r\n              <td data-label=\"Tepki\">Kamuya a\u00e7\u0131k kaynaklarda marka d\u00fczeyinde tepki \u00f6l\u00e7\u00fcm\u00fc yok.<\/td>\r\n              <td data-label=\"Etki\">\u015eirket beyan\u0131: s\u00fcre haftalardan g\u00fcnlere, maliyet %90'a kadar azald\u0131.<\/td>\r\n            <\/tr>\r\n            <tr>\r\n              <td data-label=\"Marka\"><strong>Guess<\/strong><\/td>\r\n              <td data-label=\"Y\u0131l\">2025<\/td>\r\n              <td data-label=\"Y\u00f6ntem\">Vogue ilan\u0131nda AI model; k\u00fc\u00e7\u00fck punto a\u00e7\u0131klama<\/td>\r\n              <td data-label=\"Tepki\">Viral; \u015feffafl\u0131k eksikli\u011fi su\u00e7lamas\u0131<\/td>\r\n              <td data-label=\"Etki\">Etiket gizleme alg\u0131s\u0131 nedeniyle itibar kayb\u0131.<\/td>\r\n            <\/tr>\r\n            <tr>\r\n              <td data-label=\"Marka\"><strong>H&amp;M<\/strong><\/td>\r\n              <td data-label=\"Y\u0131l\">2025<\/td>\r\n              <td data-label=\"Y\u00f6ntem\">R\u0131zal\u0131 dijital ikizler + telif \u00f6demesi + belirgin filigran<\/td>\r\n              <td data-label=\"Tepki\">Kar\u0131\u015f\u0131k; i\u015f kayb\u0131 ele\u015ftirisi ve model haklar\u0131 vurgusu birlikte.<\/td>\r\n              <td data-label=\"Etki\">\u0130lk g\u00f6rsel seti Temmuz 2025'te yay\u0131nland\u0131; ticari etki a\u00e7\u0131klanmad\u0131.<\/td>\r\n            <\/tr>\r\n            <tr>\r\n              <td data-label=\"Marka\"><strong>Coca-Cola<\/strong><\/td>\r\n              <td data-label=\"Y\u0131l\">2024 &amp; 2025<\/td>\r\n              <td data-label=\"Y\u00f6ntem\">AI \u00fcretimi y\u0131lba\u015f\u0131 reklamlar\u0131<\/td>\r\n              <td data-label=\"Tepki\">Geni\u015f \u00e7apl\u0131 olumsuz; \"ruhsuz\" nitelendirmesi<\/td>\r\n              <td data-label=\"Etki\">Marka devam etti; \u00f6l\u00e7\u00fcm y\u00f6ntemi tart\u0131\u015fmas\u0131 do\u011fdu.<\/td>\r\n            <\/tr>\r\n          <\/tbody>\r\n        <\/table>\r\n      <\/div>\r\n    <\/div>\r\n  <\/section>\r\n\r\n  <section class=\"lux-section\">\r\n    <div class=\"lux-wrap\">\r\n      <div class=\"lux-heading\">\r\n        <span class=\"lux-kicker lux-num\">2026 Pazar Ger\u00e7e\u011fi<\/span>\r\n        <h2>\"No AI\" Yeni Bir G\u00fcven Sinyali Oldu<\/h2>\r\n        <p>\r\n          2026'da baz\u0131 markalar AI kullanmama karar\u0131n\u0131 etik bir duru\u015f olarak de\u011fil, do\u011frudan\r\n          marka g\u00fcveni ve \u00fcr\u00fcn ger\u00e7ekli\u011fi sinyali olarak pazarlamaya ba\u015flad\u0131.\r\n        <\/p>\r\n      <\/div>\r\n\r\n      <div class=\"lux-text-block\">\r\n        <p>\r\n          Beauty, bebek bak\u0131m\u0131, g\u0131da, l\u00fcks, haz\u0131r giyim ve analog foto\u011fraf gibi kategorilerde \"AI kullanm\u0131yoruz\"\r\n          mesaj\u0131 giderek daha g\u00f6r\u00fcn\u00fcr. Nedeni a\u00e7\u0131k: bu kategorilerde sat\u0131n alma karar\u0131 yaln\u0131zca fiyat ve fonksiyonla\r\n          verilmiyor. Beden ger\u00e7ekli\u011fi, dokunsall\u0131k, insan temsili, \u00fcr\u00fcn\u00fcn fiziksel hissi ve markan\u0131n eme\u011fe bak\u0131\u015f\u0131\r\n          karar\u0131n par\u00e7as\u0131.\r\n        <\/p>\r\n        <p>\r\n          Dove'un AI ile kad\u0131n g\u00f6rselleri yaratmama veya \u00e7arp\u0131tmama taahh\u00fcd\u00fc, Aerie'nin AI \u00fcretimi beden ve insan\r\n          kullanmama \u00e7izgisi, Coterie'nin bebek \u00fcr\u00fcnleri ileti\u015fiminde AI \u00fcretimi sosyal medya g\u00f6rselleri kullanmama\r\n          karar\u0131 ve Polaroid'in fiziksel deneyimi \u00f6ne \u00e7\u0131karan kampanyalar\u0131 ayn\u0131 ticari ger\u00e7e\u011fi g\u00f6steriyor:\r\n          <strong>AI \u00e7a\u011f\u0131nda fiziksel ger\u00e7eklik yeniden marka de\u011ferine d\u00f6n\u00fc\u015f\u00fcyor.<\/strong>\r\n        <\/p>\r\n        <p>\r\n          2026'da bu duru\u015f kampanya seviyesinden marka taahh\u00fcd\u00fc seviyesine y\u00fckseldi. Aerie, \"100% Aerie Real\"\r\n          taahh\u00fcd\u00fcn\u00fc Pamela Anderson'la y\u00fcr\u00fctt\u00fc\u011f\u00fc kampanyayla geni\u015fletti ve reklam\u0131n kurgusu do\u011frudan konuyu\r\n          g\u00f6be\u011finden yakal\u0131yor: Anderson bir AI arac\u0131na modeller \u00fcrettiriyor, sonu\u00e7lar\u0131 \"daha do\u011fal, daha az cans\u0131z\"\r\n          diye d\u00fczeltmeye \u00e7al\u0131\u015f\u0131yor, sonunda pes edip ger\u00e7ek bir sete ge\u00e7iyor ve kameraya d\u00f6n\u00fcp\r\n          <em>\"You can't prompt this\"<\/em> diyor. Ocak 2026'da Almond Breeze, Jonas Brothers ile a\u00e7\u0131k\u00e7a\r\n          \"No AI Needed\" ba\u015fl\u0131kl\u0131 bir film yay\u0131nlad\u0131. Le Creuset gibi markalar Instagram payla\u015f\u0131mlar\u0131na\r\n          sabitlenmi\u015f yorumla \u00fcretim s\u00fcrecini anlatmaya ba\u015flad\u0131.\r\n        <\/p>\r\n\r\n        <div class=\"lux-pullquote\">\r\n          \"Human-made\" etiketi 2026'da yeni organik sertifikas\u0131 oldu:\r\n          bir zamanlar varsay\u0131lan olan \u015fey, art\u0131k ayr\u0131ca beyan edilen bir de\u011fer.\r\n        <\/div>\r\n      <\/div>\r\n\r\n      <div class=\"lux-note lux-narrow\">\r\n        <p>\r\n          <strong>Ama bu herkesin stratejisi de\u011fil.<\/strong> \"No AI\" s\u00f6ylemi her marka i\u00e7in otomatik olarak do\u011fru\r\n          de\u011fil. \u00dcr\u00fcn\u00fcn bedene, cilde, bebe\u011fe, g\u0131daya, kuma\u015fa, tak\u0131ya, l\u00fckse ya da sa\u011fl\u0131k ve ki\u015fisel bak\u0131m alg\u0131s\u0131na\r\n          temas etti\u011fi kategorilerde ger\u00e7ek \u00fcretim s\u00fcreci do\u011frudan bir g\u00fcven varl\u0131\u011f\u0131 \u2014 di\u011ferlerinde sadece g\u00fcr\u00fclt\u00fc.\r\n        <\/p>\r\n        <p>\r\n          \u0130kinci uyar\u0131 daha sert: \"No AI\" bir kampanya slogan\u0131 de\u011fil, <strong>denetlenebilir bir taahh\u00fct<\/strong>\r\n          olmal\u0131. ABD'de New York eyaletinin sentetik oyuncu i\u00e7eren reklamlar i\u00e7in getirdi\u011fi a\u00e7\u0131klama yasas\u0131\r\n          Haziran 2026'da y\u00fcr\u00fcrl\u00fc\u011fe girdi; bu genel bir \"No AI\" sertifikas\u0131 de\u011fil. Yine de do\u011frulanamayan bir\r\n          \"AI kullanm\u0131yoruz\" beyan\u0131, genel aldat\u0131c\u0131 reklam kurallar\u0131 a\u00e7\u0131s\u0131ndan ayr\u0131 bir risk ta\u015f\u0131yor.\r\n        <\/p>\r\n      <\/div>\r\n\r\n      <div class=\"lux-heading\" style=\"margin-top:52px;\">\r\n        <h3>AI kullanmamak yetmeyebilir: AI gibi g\u00f6r\u00fcnmek de riskli<\/h3>\r\n      <\/div>\r\n\r\n      <div class=\"lux-split\">\r\n        <div class=\"lux-card\">\r\n          <h3>Quip vakas\u0131<\/h3>\r\n          <p>\r\n            Quip'in tamamen AI's\u0131z \u00e7ekilen reklam\u0131 \u2014 fiziksel set, insan model, minyat\u00fcr ve pratik efektlerle \u2014\r\n            sosyal medyada \"AI m\u0131 bu?\" tepkisi ald\u0131. Marka \u00fcretim s\u00fcrecini \u00f6ne \u00e7\u0131kar\u0131p\r\n            \"No AI, just us\" a\u00e7\u0131klamas\u0131 yapmak zorunda kald\u0131.\r\n          <\/p>\r\n        <\/div>\r\n        <div class=\"lux-card\">\r\n          <h3>E-ticaret i\u00e7in anlam\u0131<\/h3>\r\n          <p>\r\n            A\u015f\u0131r\u0131 steril, a\u015f\u0131r\u0131 p\u00fcr\u00fczs\u00fcz, fiziksel olarak fazla kusursuz, dokusu silinmi\u015f g\u00f6rseller\r\n            ger\u00e7ek \u00e7ekim olsa bile AI \u015f\u00fcphesi yaratabiliyor. Kusursuzluk art\u0131k masumiyet de\u011fil, ipucu.\r\n          <\/p>\r\n        <\/div>\r\n      <\/div>\r\n\r\n      <div class=\"lux-text-block\" style=\"margin-top:34px;\">\r\n        <p>\r\n          Bu y\u00fczden 2026'da prod\u00fcksiyon kalitesi \"kusursuzla\u015ft\u0131rma\" anlam\u0131na gelmemeli. Ger\u00e7ek y\u00fczey dokusu,\r\n          \u00fcr\u00fcn\u00fcn \u00f6l\u00e7e\u011fi, fiziksel \u0131\u015f\u0131k tepkisi, malzeme karakteri ve kontroll\u00fc ama inand\u0131r\u0131c\u0131 bir retouch dengesi\r\n          korunmal\u0131. Ger\u00e7ek foto\u011fraf\u0131 AI gibi g\u00f6steren a\u015f\u0131r\u0131 plastik estetik, markan\u0131n g\u00fcven sermayesini kendi\r\n          eliyle harc\u0131yor.\r\n        <\/p>\r\n        <p>\r\n          Bu bask\u0131 ticari foto\u011fraf\u0131n esteti\u011fini de de\u011fi\u015ftiriyor. 2025\u20132026'da moda ve ya\u015fam tarz\u0131 foto\u011fraf\u00e7\u0131l\u0131\u011f\u0131nda\r\n          belirgin bir e\u011filim var: daha az cilal\u0131, daha hareketli, daha az kusursuz g\u00f6r\u00fcnt\u00fcler. Do\u011frudan fla\u015f,\r\n          hafif tanecik, kadraj i\u00e7inde plans\u0131z detaylar, ger\u00e7ek mek\u00e2n da\u011f\u0131n\u0131kl\u0131\u011f\u0131. Sebep nostalji de\u011fil \u2014\r\n          <strong>kusur art\u0131k bir kimlik do\u011frulama sinyali.<\/strong>\r\n        <\/p>\r\n        <p>\r\n          Yine de bu e\u011filimi \u00fcr\u00fcn foto\u011fraf\u0131na oldu\u011fu gibi ta\u015f\u0131mak hata olur. E-ticarette \u00fcr\u00fcn\u00fcn rengi, dokusu ve\r\n          \u00f6l\u00e7e\u011fi hatas\u0131z okunabilmeli. Do\u011fru sentez \u015fu: <strong>\u00fcr\u00fcn bilgisi kusursuz, sunum kusurlu olmal\u0131.<\/strong>\r\n          \u00dcr\u00fcn\u00fcn kendisi teknik olarak do\u011fru g\u00f6r\u00fcnt\u00fclensin; ama sahne, \u0131\u015f\u0131k ve kompozisyon fiziksel bir mek\u00e2nda\r\n          ger\u00e7ekten bulunuldu\u011funu hissettirsin. AI'\u0131n en zorland\u0131\u011f\u0131 denge tam olarak buras\u0131 \u2014 \u00e7\u00fcnk\u00fc modeller\r\n          ortalama esteti\u011fe, yani kusursuzlu\u011fa do\u011fru yak\u0131ns\u0131yor.\r\n        <\/p>\r\n      <\/div>\r\n\r\n      <div class=\"lux-heading\" style=\"margin-top:44px;\">\r\n        <span class=\"lux-kicker\">Kontrol Y\u00fczeyi<\/span>\r\n        <h3>Bir \u00dcr\u00fcn G\u00f6rseli \u00dc\u00e7 Soruyu Cevaplamal\u0131<\/h3>\r\n      <\/div>\r\n      <div class=\"lux-card-grid\" aria-label=\"\u00dcr\u00fcn g\u00f6rseli do\u011fruluk kontrol\u00fc\">\r\n        <article class=\"lux-card\">\r\n          <h3>1. Ne sat\u0131l\u0131yor?<\/h3>\r\n          <p>Renk, doku, diki\u015f, y\u00fczey, ambalaj ve varyant bilgisi teslim edilen SKU ile e\u015fle\u015fiyor mu?<\/p>\r\n        <\/article>\r\n        <article class=\"lux-card\">\r\n          <h3>2. Boyutu ne?<\/h3>\r\n          <p>\u00dcr\u00fcn elde, bedende veya bir referans nesnenin yan\u0131nda ger\u00e7ek \u00f6l\u00e7e\u011fini okuyabilece\u011fimiz bi\u00e7imde g\u00f6steriliyor mu?<\/p>\r\n        <\/article>\r\n        <article class=\"lux-card\">\r\n          <h3>3. Kan\u0131t nerede?<\/h3>\r\n          <p>Ger\u00e7ek kaynak plaka, \u00e7ekim dosyas\u0131, d\u00fczenleme ge\u00e7mi\u015fi veya do\u011frulanabilir k\u00f6ken kayd\u0131 saklan\u0131yor mu?<\/p>\r\n        <\/article>\r\n      <\/div>\r\n    <\/div>\r\n  <\/section>\r\n<\/div>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e13af05 elementor-widget elementor-widget-html\" data-id=\"e13af05\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t\t<!-- =========================================================\r\nLUX BLOG ARTICLE \u2014 \u0130NSANLA\u015eTIRILMI\u015e F\u0130NAL S\u00dcR\u00dcM\r\nPAR\u00c7A 3 \/ 3 \u2014 HUKUK + K\u00d6KEN + LUX MODEL\u0130 + KARAR TABLOLARI + SSS + KAYNAK\u00c7A + SCHEMA\r\nMevcut Par\u00e7a 3 blo\u011funu tamamen bununla de\u011fi\u015ftirin.\r\n========================================================= -->\r\n\r\n<div class=\"lux-ai2026\">\r\n  <section class=\"lux-section\" id=\"hukuk-platformlar\">\r\n    <div class=\"lux-wrap\">\r\n      <div class=\"lux-heading\">\r\n        <span class=\"lux-kicker lux-num\">Platformlar ve Hukuk<\/span>\r\n        <h2>AI G\u00f6rsel Art\u0131k Kreatif Karar De\u011fil, Uyum Konusu<\/h2>\r\n        <p>\r\n          A\u011fustos 2026 itibar\u0131yla d\u00fczenleyiciler, platformlar ve teknik standartlar\r\n          g\u00f6rsel \u00fcretim karar\u0131n\u0131z\u0131 yaln\u0131zca etkilemiyor \u2014 ba\u011fl\u0131yor.\r\n        <\/p>\r\n      <\/div>\r\n\r\n      <div class=\"lux-alert\">\r\n        <p>\r\n          <b>\u0130ki d\u00fczenleme, iki farkl\u0131 kapsam.<\/b>\r\n          T\u00fcrkiye'deki kural reklamlarda insandan ay\u0131rt edilemeyecek dijital karakterlere ve ger\u00e7ek ki\u015filerin\r\n          AI kopyalar\u0131na odaklan\u0131yor. AB AI Act Madde 50 ise sistem sa\u011flay\u0131c\u0131s\u0131n\u0131n makine-okunabilir i\u015faretlemesini,\r\n          chatbot bilgilendirmesini ve deployer'\u0131n deepfake a\u00e7\u0131klamas\u0131n\u0131 ayr\u0131 ayr\u0131 d\u00fczenliyor.\r\n          Ortal\u0131kta dola\u015fan <strong>\"AI kulland\u0131ysan her \u00fcr\u00fcn g\u00f6rseline etiket koy\"<\/strong> kural\u0131 ise hi\u00e7bir\r\n          metinde yok.\r\n        <\/p>\r\n      <\/div>\r\n\r\n      <div class=\"lux-law-grid\">\r\n        <article class=\"lux-law\">\r\n          <span class=\"lux-law-flag\">T\u00fcrkiye<\/span>\r\n          <h3>Ticari Reklam ve Haks\u0131z Ticari Uygulamalar Y\u00f6netmeli\u011fi De\u011fi\u015fikli\u011fi<\/h3>\r\n          <span class=\"lux-law-date\">Resm\u00ee Gazete: 1 Temmuz 2026, say\u0131 33297 \u00b7 Y\u00fcr\u00fcrl\u00fck: 1 A\u011fustos 2026<\/span>\r\n          <p>\r\n            Ticaret Bakanl\u0131\u011f\u0131'n\u0131n haz\u0131rlad\u0131\u011f\u0131 de\u011fi\u015fiklik; hedefli reklamc\u0131l\u0131ktan influencer payla\u015f\u0131mlar\u0131na,\r\n            indirim kampanyalar\u0131ndan \u00e7evresel beyanlara kadar geni\u015f bir alan\u0131 d\u00fczenliyor. G\u00f6rsel \u00fcretimini\r\n            do\u011frudan ilgilendiren iki madde var:\r\n          <\/p>\r\n          <ul>\r\n            <li>\r\n              <strong>A\u00e7\u0131klama zorunlulu\u011fu:<\/strong> Yapay zek\u00e2 ile olu\u015fturulmu\u015f ve ger\u00e7ek insandan ay\u0131rt edilmesi\r\n              g\u00fc\u00e7 dijital karakterlerin yer ald\u0131\u011f\u0131 reklamlarda, bu durumun t\u00fcketiciye\r\n              <em>a\u00e7\u0131k, anla\u015f\u0131l\u0131r ve ay\u0131rt edilebilir<\/em> bi\u00e7imde belirtilmesi zorunlu.\r\n            <\/li>\r\n            <li>\r\n              <strong>Do\u011frudan yasak:<\/strong> Ger\u00e7ek ki\u015filerin yapay zek\u00e2 ile olu\u015fturulmu\u015f dijital kopyalar\u0131n\u0131n\r\n              bir \u00fcr\u00fcn\u00fc veya hizmeti deneyimledi\u011fi ya da tavsiye etti\u011fi izlenimi yaratan reklamlar yasak.\r\n              Burada etiket \u00e7\u00f6z\u00fcm de\u011fil \u2014 fiilin kendisi yasaklanm\u0131\u015f.\r\n            <\/li>\r\n          <\/ul>\r\n          <p>\r\n            \u00d6l\u00e7\u00fct kulland\u0131\u011f\u0131n\u0131z ara\u00e7 de\u011fil, <strong>ortalama t\u00fcketicide yaratt\u0131\u011f\u0131n\u0131z izlenim.<\/strong>\r\n            Her AI destekli arka plan veya renk d\u00fczeltmesi ayn\u0131 kapsama girmeyebilir; ama ger\u00e7ek insan alg\u0131s\u0131\r\n            yaratan karakterler ve deneyim iddialar\u0131 s\u00f6z konusu oldu\u011funda a\u00e7\u0131klama gereklili\u011fi devreye giriyor.\r\n          <\/p>\r\n        <\/article>\r\n\r\n        <article class=\"lux-law\">\r\n          <span class=\"lux-law-flag\">Avrupa Birli\u011fi<\/span>\r\n          <h3>AI Act Madde 50 \u2014 \u015eeffafl\u0131k Y\u00fck\u00fcml\u00fcl\u00fckleri<\/h3>\r\n          <span class=\"lux-law-date\">Uygulama: 2 A\u011fustos 2026 \u00b7 \u0130\u015faretleme (eski sistemler): 2 Aral\u0131k 2026<\/span>\r\n          <p>\r\n            \"AB, AI Act'i erteledi\" diye yay\u0131lan haber yan\u0131lt\u0131c\u0131. Digital Omnibus d\u00fczenlemesi 27 Temmuz 2026'da\r\n            y\u00fcr\u00fcrl\u00fc\u011fe girdi ve <em>y\u00fcksek riskli<\/em> sistemlere ili\u015fkin y\u00fck\u00fcml\u00fcl\u00fckleri ileri tarihlere erteledi.\r\n            Ama <strong>Madde 50 \u015feffafl\u0131k y\u00fck\u00fcml\u00fcl\u00fckleri ertelenmedi.<\/strong>\r\n          <\/p>\r\n          <ul>\r\n            <li>Sentetik ses, g\u00f6r\u00fcnt\u00fc, video veya metin \u00fcreten sistemlerin \u00e7\u0131kt\u0131s\u0131 <strong>makine taraf\u0131ndan okunabilir bi\u00e7imde i\u015faretlenmeli<\/strong> ve tespit edilebilir olmal\u0131.<\/li>\r\n            <li>Kullan\u0131c\u0131 bir AI sistemiyle etkile\u015fimde oldu\u011funda bilgilendirilmeli \u2014 sitenizdeki sohbet robotu kendini tan\u0131tmal\u0131.<\/li>\r\n            <li>Deployer, deepfake'i ilk g\u00f6sterimde a\u00e7\u0131k\u00e7a etiketlemeli; kamu yarar\u0131na ili\u015fkin belirli AI metinlerinde de g\u00f6r\u00fcn\u00fcr a\u00e7\u0131klama gerekiyor. Standart d\u00fczenleme i\u015flevleri ve baz\u0131 dar kullan\u0131m alanlar\u0131 istisna olabilir.<\/li>\r\n            <li>2 A\u011fustos 2026 \u00f6ncesi piyasaya s\u00fcr\u00fclm\u00fc\u015f \u00fcretken sistemler i\u00e7in i\u015faretleme y\u00fck\u00fcml\u00fcl\u00fc\u011f\u00fcnde 2 Aral\u0131k 2026'ya kadar ge\u00e7i\u015f s\u00fcresi var.<\/li>\r\n          <\/ul>\r\n          <p>\r\n            \u0130hlalin niteli\u011fine g\u00f6re azami idari para cezas\u0131 <strong>15 milyon avro veya d\u00fcnya \u00e7ap\u0131ndaki y\u0131ll\u0131k\r\n            cironun %3'\u00fcne<\/strong> kadar \u00e7\u0131kabiliyor. Bu bir tavan; her olayda otomatik uygulanm\u0131yor.\r\n          <\/p>\r\n        <\/article>\r\n      <\/div>\r\n\r\n      <div class=\"lux-alert\">\r\n        <p>\r\n          <b>AB'ye sat\u0131\u015f yapan marka i\u00e7in do\u011fru soru \u015fu: hangi roldeyim?<\/b>\r\n          AB d\u0131\u015f\u0131nda yerle\u015fik bir AI sistemi sa\u011flay\u0131c\u0131s\u0131, sistem \u00e7\u0131kt\u0131s\u0131 AB'de kullan\u0131l\u0131yorsa kapsama girebilir.\r\n          Bir perakendecinin y\u00fck\u00fcml\u00fcl\u00fc\u011f\u00fc ise kargo adresinden de\u011fil; sa\u011flay\u0131c\u0131 m\u0131 deployer m\u0131 oldu\u011fundan ve\r\n          chatbot, deepfake ya da sentetik i\u00e7eri\u011fi nas\u0131l kulland\u0131\u011f\u0131ndan do\u011fuyor.\r\n        <\/p>\r\n        <p>\r\n          Almanya'ya \u00fcr\u00fcn g\u00f6ndermek tek ba\u015f\u0131na her Madde 50 y\u00fck\u00fcml\u00fcl\u00fc\u011f\u00fcn\u00fc do\u011furmaz. Buna kar\u015f\u0131l\u0131k AB'deki m\u00fc\u015fteriye\r\n          do\u011frudan AI chatbot sunmak, mevcut bir ki\u015fi\/\u00fcr\u00fcn\/yer ger\u00e7ekmi\u015f gibi g\u00f6r\u00fcnen deepfake kullanmak ya da\r\n          kendi markas\u0131 alt\u0131nda bir AI sistemi piyasaya s\u00fcrmek ayr\u0131 analiz gerektirir. E-ihracat\u00e7\u0131n\u0131n yapmas\u0131\r\n          gereken, kulland\u0131\u011f\u0131 sistemi, \u00e7\u0131kt\u0131y\u0131, hedef pazar\u0131 ve s\u00f6zle\u015fmedeki rol da\u011f\u0131l\u0131m\u0131n\u0131 birlikte belgelemek.\r\n        <\/p>\r\n      <\/div>\r\n\r\n      <div class=\"lux-heading\" style=\"margin-top:58px;\">\r\n        <span class=\"lux-kicker lux-num\">Telif<\/span>\r\n        <h2>Saf AI \u00c7\u0131kt\u0131s\u0131nda Telif Otomatik Do\u011fmayabilir<\/h2>\r\n      <\/div>\r\n\r\n      <div class=\"lux-text-block\">\r\n        <p>\r\n          <strong>ABD:<\/strong> Y\u00fcksek Mahkeme 2 Mart 2026'da <em>Thaler v. Perlmutter<\/em> davas\u0131nda temyiz\r\n          talebini reddetti (Dosya No. 25-449). B\u00f6ylece DC Temyiz Mahkemesi'nin karar\u0131 ayakta kald\u0131: Telif Kanunu,\r\n          korunabilir bir eserin ilk elden bir <em>insan<\/em> taraf\u0131ndan yarat\u0131lmas\u0131n\u0131 gerektiriyor.\r\n          Anlaml\u0131 insan yarat\u0131c\u0131 katk\u0131s\u0131 olmadan, tamamen otonom sistemlerce \u00fcretilen eserler telif tesciline uygun\r\n          de\u011fil. ABD Telif Ofisi'nin 2025 tarihli resm\u00ee raporu da yaln\u0131zca prompt vermenin tek ba\u015f\u0131na yeterli\r\n          insan yazarl\u0131\u011f\u0131 olu\u015fturmad\u0131\u011f\u0131n\u0131, ancak insan\u0131n yarat\u0131c\u0131 se\u00e7im, d\u00fczenleme veya de\u011fi\u015fikliklerinin somut\r\n          olay baz\u0131nda korunabilece\u011fini a\u00e7\u0131kl\u0131yor.\r\n        <\/p>\r\n        <p>\r\n          <strong>Almanya:<\/strong> Amtsgericht M\u00fcnchen, 13 \u015eubat 2026 tarihli 142 C 9786\/25 say\u0131l\u0131 karar\u0131nda\r\n          AI ile \u00fcretilen \u00fc\u00e7 logo tasar\u0131m\u0131n\u0131n somut olayda Alman hukuku uyar\u0131nca eser korumas\u0131 kapsam\u0131na\r\n          girmedi\u011fine h\u00fckmetti. Mahkeme farkl\u0131 prompt senaryolar\u0131n\u0131 tek tek inceledi ve 1.700 karakterlik\r\n          ayr\u0131nt\u0131l\u0131 bir talimat\u0131n bile \u00e7\u0131kt\u0131n\u0131n ifade unsurlar\u0131n\u0131 belirlemeye yetmedi\u011fi sonucuna vard\u0131.\r\n          Yani daha uzun prompt yazmak sizi eser sahibi yapm\u0131yor.\r\n        <\/p>\r\n\r\n        <div class=\"lux-pullquote\">\r\n          \u00dcr\u00fcn sayfan\u0131z\u0131n hero g\u00f6rseli yaln\u0131zca prompt ile \u00fcretildiyse, taklit\u00e7iye kar\u015f\u0131 telif temelli\r\n          yapt\u0131r\u0131m g\u00fcc\u00fcn\u00fcz zay\u0131flayabilir. Bu \"hi\u00e7bir hakk\u0131n\u0131z yok\" demek de\u011fil: marka, tasar\u0131m, s\u00f6zle\u015fme,\r\n          ki\u015filik hakk\u0131 ve haks\u0131z rekabet h\u00fck\u00fcmleri somut olaya g\u00f6re devreye girebilir.\r\n        <\/div>\r\n\r\n        <p>\r\n          E-ticaret i\u00e7in pratik sonu\u00e7 \u015fu: g\u00f6rsel varl\u0131klar bir markan\u0131n <strong>bilan\u00e7o d\u0131\u015f\u0131 ama ger\u00e7ek bir\r\n          varl\u0131\u011f\u0131d\u0131r.<\/strong> Katalog g\u00f6rselleri lisanslan\u0131r, yeniden sat\u0131l\u0131r, bayilere devredilir,\r\n          pazaryerlerinde korunur. Yeterli insan yarat\u0131c\u0131 katk\u0131s\u0131 g\u00f6sterilemeyen sentetik g\u00f6rsel bu korumadan\r\n          yoksun kalabilir. Foto\u011fraf ise \u2014 makineyle \u00fcretilmi\u015f olmas\u0131na ra\u011fmen \u2014 bir y\u00fczy\u0131l\u0131 a\u015fk\u0131n s\u00fcredir insan\r\n          eseri say\u0131l\u0131yor, \u00e7\u00fcnk\u00fc \u0131\u015f\u0131\u011f\u0131, kadraj\u0131, an\u0131 ve kompozisyonu se\u00e7en biri var.\r\n        <\/p>\r\n\r\n        <div class=\"lux-note\">\r\n          <p>\r\n            <strong>S\u0131n\u0131r belirsiz, ama y\u00f6n belli.<\/strong> Her iki karar da \"AI destekli\" ile \"AI \u00fcretimi\"\r\n            aras\u0131ndaki \u00e7izginin tam olarak nerede oldu\u011funu s\u00f6ylemedi. Anlaml\u0131 insan katk\u0131s\u0131n\u0131n ne kadar olmas\u0131\r\n            gerekti\u011fi h\u00e2l\u00e2 dava dava \u00e7\u00f6z\u00fcl\u00fcyor.\r\n          <\/p>\r\n          <p>\r\n            Bu belirsizlikte en g\u00fcvenli konum a\u00e7\u0131k: <strong>kaynak plaka ger\u00e7ek bir foto\u011fraf olsun.<\/strong>\r\n            Ger\u00e7ek \u00e7ekim \u00fczerine yap\u0131lan AI destekli d\u00fczenlemede insan yarat\u0131c\u0131 katk\u0131s\u0131 belgelenebilir;\r\n            s\u0131f\u0131rdan prompt ile \u00fcretilmi\u015f g\u00f6rselde bu tart\u0131\u015fmal\u0131. Uygulamada bu, \u00e7ekim brief'lerini,\r\n            set foto\u011fraflar\u0131n\u0131 ve d\u00fczenleme ge\u00e7mi\u015fini ar\u015fivlemenin art\u0131k estetik de\u011fil ticari bir gerek\u00e7esi\r\n            oldu\u011fu anlam\u0131na geliyor.\r\n          <\/p>\r\n        <\/div>\r\n      <\/div>\r\n\r\n      <div class=\"lux-heading\" style=\"margin-top:58px;\">\r\n        <span class=\"lux-kicker lux-num\">Pazaryerleri<\/span>\r\n        <h2>Nerede Ne Zorunlu?<\/h2>\r\n        <p>\r\n          Politikalar h\u0131zla de\u011fi\u015fiyor. A\u015fa\u011f\u0131daki tablo 24 A\u011fustos 2026 itibar\u0131yla eri\u015filebilen kamuya a\u00e7\u0131k\r\n          politika metinlerine dayan\u0131yor; b\u00fcy\u00fck bir listeleme de\u011fi\u015fikli\u011fi \u00f6ncesinde sat\u0131c\u0131 panelinden teyit edin.\r\n        <\/p>\r\n      <\/div>\r\n\r\n      <div class=\"lux-table-wrap\">\r\n        <table class=\"lux-table\">\r\n          <thead>\r\n            <tr>\r\n              <th>Kanal<\/th>\r\n              <th>AI g\u00f6rsel yasak m\u0131?<\/th>\r\n              <th>Sat\u0131c\u0131dan beklenen<\/th>\r\n            <\/tr>\r\n          <\/thead>\r\n          <tbody>\r\n            <tr>\r\n              <td data-label=\"Kanal\"><strong>Amazon<\/strong><\/td>\r\n              <td data-label=\"Yasak m\u0131?\">Hay\u0131r<\/td>\r\n              <td data-label=\"Beklenen\">Fotoger\u00e7ek\u00e7i ve tamamen AI \u00fcretimi insan i\u00e7eren medya i\u00e7in XMP alan\u0131na <code>contains-synthetic-performer<\/code> etiketi isteniyor. Ger\u00e7ek ki\u015finin AI ile d\u00fczenlenmesi, fotoger\u00e7ek\u00e7i olmayan karakter ve insan i\u00e7ermeyen g\u00f6rseller bu etiketin d\u0131\u015f\u0131nda; genel \u00fcr\u00fcn do\u011frulu\u011fu kurallar\u0131 s\u00fcr\u00fcyor.<\/td>\r\n            <\/tr>\r\n            <tr>\r\n              <td data-label=\"Kanal\"><strong>Etsy<\/strong><\/td>\r\n              <td data-label=\"Yasak m\u0131?\">Hay\u0131r<\/td>\r\n              <td data-label=\"Beklenen\">Sat\u0131c\u0131n\u0131n promptuyla AI kullan\u0131larak olu\u015fturulan \u00fcr\u00fcnler \"Designed by\" kapsam\u0131nda sat\u0131labiliyor; AI kullan\u0131m\u0131 listeleme a\u00e7\u0131klamas\u0131nda belirtilmeli. Prompt paketleri tek ba\u015f\u0131na sat\u0131lam\u0131yor. Bu politika her s\u0131radan \u00fcr\u00fcn foto\u011fraf\u0131na otomatik uygulanan bir kural gibi okunmamal\u0131.<\/td>\r\n            <\/tr>\r\n            <tr>\r\n              <td data-label=\"Kanal\"><strong>Google Merchant Center<\/strong><\/td>\r\n              <td data-label=\"Yasak m\u0131?\">Hay\u0131r<\/td>\r\n              <td data-label=\"Beklenen\">\u00dcretken AI ile olu\u015fturulan t\u00fcm \u00fcr\u00fcn g\u00f6rsellerinde IPTC <code>DigitalSourceType: TrainedAlgorithmicMedia<\/code> metadata etiketi bulunmal\u0131; mevcut k\u00f6ken etiketi kald\u0131r\u0131lmamal\u0131.<\/td>\r\n            <\/tr>\r\n            <tr>\r\n              <td data-label=\"Kanal\"><strong>TikTok Ads<\/strong><\/td>\r\n              <td data-label=\"Yasak m\u0131?\">Hay\u0131r<\/td>\r\n              <td data-label=\"Beklenen\">Yan\u0131lt\u0131c\u0131 i\u00e7erik politikas\u0131nda AI \u00fcretimi i\u00e7eri\u011fin a\u00e7\u0131klanmas\u0131 isteniyor; Ads Manager'da \"This ad contains AI-generated content\" se\u00e7ene\u011fi var. A\u00e7\u0131klanmayan i\u00e7erik reddedilebilir. Shop listelemesi ile reklam politikas\u0131n\u0131 kar\u0131\u015ft\u0131rmay\u0131n.<\/td>\r\n            <\/tr>\r\n            <tr>\r\n              <td data-label=\"Kanal\"><strong>Meta (Facebook \/ Instagram)<\/strong><\/td>\r\n              <td data-label=\"Yasak m\u0131?\">Hay\u0131r<\/td>\r\n              <td data-label=\"Beklenen\">Platform, sekt\u00f6r sinyalleri ve kullan\u0131c\u0131 beyan\u0131 \u00fczerinden \"AI info\" etiketleri uyguluyor. Genel i\u00e7erik etiketleme yakla\u015f\u0131m\u0131 ile Commerce Manager'daki \u00fcr\u00fcn g\u00f6rseli \u015fartlar\u0131 ayn\u0131 politika de\u011fil; kampanya \u00f6ncesi hesap i\u00e7indeki g\u00fcncel reklam ak\u0131\u015f\u0131n\u0131 kontrol edin.<\/td>\r\n            <\/tr>\r\n            <tr>\r\n              <td data-label=\"Kanal\"><strong>Walmart<\/strong><\/td>\r\n              <td data-label=\"Yasak m\u0131?\">Hay\u0131r (AI'ya \u00f6zel kural yok)<\/td>\r\n              <td data-label=\"Beklenen\">Kamuya a\u00e7\u0131k \u00fcr\u00fcn g\u00f6rseli \u015fartlar\u0131 do\u011fruluk ve teknik kaliteye odaklan\u0131yor. Bu denetimde ayr\u0131 bir genel AI a\u00e7\u0131klama kural\u0131 bulunmad\u0131 \u2014 bu, yan\u0131lt\u0131c\u0131 sentetik g\u00f6rsele izin verildi\u011fi anlam\u0131na gelmez.<\/td>\r\n            <\/tr>\r\n            <tr>\r\n              <td data-label=\"Kanal\"><strong>eBay \/ Shopify<\/strong><\/td>\r\n              <td data-label=\"Yasak m\u0131?\">Hay\u0131r<\/td>\r\n              <td data-label=\"Beklenen\">Bu denetimde t\u00fcm sat\u0131c\u0131lara uygulanan ayr\u0131 bir genel AI g\u00f6rsel a\u00e7\u0131klama kural\u0131 bulunmad\u0131. Yan\u0131lt\u0131c\u0131 temsil, fikr\u00ee m\u00fclkiyet ve \u00fcr\u00fcn do\u011frulu\u011fu sorumlulu\u011fu genel kurallar alt\u0131nda devam ediyor; sat\u0131c\u0131 panelindeki b\u00f6lgesel metni teyit edin.<\/td>\r\n            <\/tr>\r\n            <tr>\r\n              <td data-label=\"Kanal\"><strong>T\u00fcrkiye \/ AB mevzuat\u0131<\/strong><\/td>\r\n              <td data-label=\"Yasak m\u0131?\">Hay\u0131r \u2014 ancak ko\u015fullu<\/td>\r\n              <td data-label=\"Beklenen\">Ger\u00e7ek insandan ay\u0131rt edilemeyen dijital karakterlerde a\u00e7\u0131klama zorunlu. Ger\u00e7ek bir ki\u015finin dijital kopyas\u0131n\u0131n \u00fcr\u00fcn tavsiye etmesi T\u00fcrkiye'de yasak. AB'de makine okunabilir i\u015faretleme y\u00fck\u00fcml\u00fcl\u00fc\u011f\u00fc sa\u011flay\u0131c\u0131 taraf\u0131nda.<\/td>\r\n            <\/tr>\r\n          <\/tbody>\r\n        <\/table>\r\n      <\/div>\r\n\r\n      <div class=\"lux-text-block\">\r\n        <h4>Tablodan \u00e7\u0131kan \u00fc\u00e7 sonu\u00e7<\/h4>\r\n        <p>\r\n          <strong>Birincisi:<\/strong> hi\u00e7bir b\u00fcy\u00fck kanal AI g\u00f6rselini yasaklam\u0131yor. Cezaland\u0131r\u0131lan \u015fey AI de\u011fil,\r\n          <em>yanl\u0131\u015f temsil<\/em>. Bir listeleme, g\u00f6nderilen \u00fcr\u00fcnden farkl\u0131 bir \u015fey g\u00f6sterdi\u011fi i\u00e7in bask\u0131lan\u0131yor \u2014\r\n          pikselleri kimin \u00fcretti\u011fi i\u00e7in de\u011fil.\r\n        <\/p>\r\n        <p>\r\n          <strong>\u0130kincisi:<\/strong> beyan y\u00fck\u00fcml\u00fcl\u00fc\u011f\u00fc dar ama art\u0131yor ve par\u00e7al\u0131. Ayn\u0131 g\u00f6rseli be\u015f kanalda kullanan\r\n          bir marka, be\u015f farkl\u0131 kural setiyle kar\u015f\u0131la\u015f\u0131yor. Bu bir uyum sorunu olmaktan \u00e7ok bir operasyon sorunu.\r\n        <\/p>\r\n        <p>\r\n          <strong>\u00dc\u00e7\u00fcnc\u00fcs\u00fc:<\/strong> ger\u00e7ek \u00e7ekim \u00e7o\u011fu durumda AI'ya \u00f6zg\u00fc k\u00f6ken ve etiket y\u00fck\u00fcn\u00fc tetiklemez;\r\n          ama uyum maliyeti s\u0131f\u0131r de\u011fildir. \u00dcr\u00fcn do\u011frulu\u011fu, reklam iddialar\u0131, model izni, ki\u015filik hakk\u0131, telif ve\r\n          platform teknik \u015fartlar\u0131 ger\u00e7ek \u00e7ekimde de aynen ge\u00e7erli.\r\n        <\/p>\r\n      <\/div>\r\n\r\n      <div class=\"lux-heading\" style=\"margin-top:52px;\">\r\n        <h3>\"Kimse fark etmez\" art\u0131k bir strateji de\u011fil \u2014 ama tespit de kusursuz de\u011fil<\/h3>\r\n      <\/div>\r\n\r\n      <div class=\"lux-text-block\">\r\n        <p>\r\n          Markalar\u0131n AI g\u00f6rsel kullan\u0131rken dayand\u0131\u011f\u0131 sessiz varsay\u0131m \u015fuydu: yeterince iyiyse kimse anlamaz.\r\n          2026'da bu varsay\u0131m iki katmanda birden \u00e7\u00f6kt\u00fc.\r\n        <\/p>\r\n        <p>\r\n          <strong>\u00dcretim taraf\u0131nda k\u00f6ken sinyalleri yayg\u0131nla\u015ft\u0131.<\/strong> Google, desteklenen \u00fcretken g\u00f6rsel\r\n          \u00fcr\u00fcnlerinde SynthID adl\u0131 g\u00f6r\u00fcnmez filigran\u0131 kullan\u0131yor; baz\u0131 \u00e7\u0131kt\u0131lar ayr\u0131ca g\u00f6r\u00fcn\u00fcr i\u015faret ve metadata\r\n          ta\u015f\u0131yor. Bu, b\u00fct\u00fcn modellerin ayn\u0131 sistemi kulland\u0131\u011f\u0131 ya da her yeniden s\u0131k\u0131\u015ft\u0131r\u0131lm\u0131\u015f dosyan\u0131n kesin\r\n          te\u015fhis edilebilece\u011fi anlam\u0131na gelmiyor.\r\n        <\/p>\r\n        <p>\r\n          <strong>Tespit taraf\u0131nda ekosistem kuruldu.<\/strong> Google Merchant Center IPTC k\u00f6ken etiketi istiyor,\r\n          Amazon fotoger\u00e7ek\u00e7i sentetik insanlar i\u00e7in belirli XMP metadata's\u0131 talep ediyor. C2PA, IPTC, XMP ve model\r\n          filigranlar\u0131 teknik sinyal sa\u011fl\u0131yor; ama metadata silinebiliyor ve AI s\u0131n\u0131fland\u0131r\u0131c\u0131lar\u0131 yanl\u0131\u015f pozitif\r\n          ve yanl\u0131\u015f negatif \u00fcretebiliyor.\r\n        <\/p>\r\n        <p>\r\n          Sonu\u00e7: AI kullan\u0131m\u0131n\u0131 gizlemeye dayal\u0131 bir s\u00fcre\u00e7 hem hukuki hem itibari a\u00e7\u0131dan k\u0131r\u0131lgan. Teknik tespit\r\n          tek ba\u015f\u0131na kesin delil olmad\u0131\u011f\u0131 i\u00e7in do\u011fru operasyon, k\u00f6ken kayd\u0131n\u0131 korumak ve gerekli a\u00e7\u0131klamay\u0131 kanala\r\n          uygun bi\u00e7imde yapmak. Guess vakas\u0131nda tepkiyi b\u00fcy\u00fcten \u015fey de zaten teknoloji de\u011fil, a\u00e7\u0131klaman\u0131n\r\n          g\u00f6r\u00fcn\u00fcrl\u00fc\u011f\u00fc ve sentetik modelin ba\u011flam\u0131yd\u0131.\r\n        <\/p>\r\n      <\/div>\r\n\r\n      <div class=\"lux-heading\" style=\"margin-top:52px;\">\r\n        <span class=\"lux-kicker lux-num\">K\u00f6ken Do\u011frulama<\/span>\r\n        <h2>C2PA: Ger\u00e7ek \u00c7ekimin Kan\u0131tlanabilir H\u00e2le Gelmesi<\/h2>\r\n      <\/div>\r\n\r\n      <div class=\"lux-text-block\">\r\n        <p>\r\n          C2PA (Coalition for Content Provenance and Authenticity), dijital i\u00e7eri\u011fin beyan edilen k\u00f6kenini ve\r\n          d\u00fczenleme ge\u00e7mi\u015fini kriptografik olarak imzalayabilen a\u00e7\u0131k bir teknik standart \u2014 uygulamada\r\n          \"Content Credentials\" ad\u0131yla da an\u0131l\u0131yor. Burada bir yanl\u0131\u015f anlamay\u0131 d\u00fczeltmek gerekiyor:\r\n          <strong>C2PA i\u00e7eri\u011fin do\u011fru oldu\u011funu de\u011fil, imzal\u0131 kayd\u0131n kim taraf\u0131ndan ve nas\u0131l olu\u015fturuldu\u011funu\r\n          g\u00f6sterir.<\/strong> Sentetik i\u00e7erik de C2PA manifesti ta\u015f\u0131yabilir. Adobe, Microsoft, Google, Sony, Nikon,\r\n          Leica, BBC ve Associated Press standard\u0131 destekliyor.\r\n        <\/p>\r\n        <p>\r\n          En g\u00fc\u00e7l\u00fc h\u00e2li <strong>\u00e7ekim an\u0131nda, kamera i\u00e7inde<\/strong> imzalama. Bu durumda kamera bir g\u00fcven k\u00f6k\u00fc\r\n          h\u00e2line geliyor: dosya, cihazdan \u00e7\u0131kmadan \u00f6nce kriptografik bir do\u011fum belgesi al\u0131yor.\r\n          Sony'nin Camera Authenticity Solution'\u0131 bu yakla\u015f\u0131m\u0131 benimsiyor ve yaln\u0131zca imza de\u011fil,\r\n          <strong>ancak bir kamera \u00fcreticisinin sa\u011flayabilece\u011fi \u00fc\u00e7 boyutlu derinlik bilgisini<\/strong> de kaydediyor.\r\n          B\u00f6ylece g\u00f6r\u00fcnt\u00fcn\u00fcn ger\u00e7ek, hacimli bir nesneden al\u0131nd\u0131\u011f\u0131 do\u011frulanabiliyor. Do\u011frulama sitesi ayr\u0131ca\r\n          foto\u011fraf\u00e7\u0131n\u0131n de\u011fi\u015ftiremeyece\u011fi sunucu zaman\u0131n\u0131 teyit ediyor ve \u00fcretken yapay zek\u00e2 ile d\u00fczenleme yap\u0131l\u0131p\r\n          yap\u0131lmad\u0131\u011f\u0131n\u0131 g\u00f6steriyor.\r\n        <\/p>\r\n        <p>\r\n          May\u0131s 2026 itibar\u0131yla Sony'nin foto\u011fraf lisans\u0131n\u0131 destekleyen g\u00f6vdeleri: \u03b11 II, \u03b11, \u03b19 III, \u03b17R VI,\r\n          \u03b17R V, \u03b17S III, \u03b17 V, \u03b17 IV, FX3 ve FX30. Lisans \u00fccretli ve y\u0131ll\u0131k abonelik esas\u0131na dayan\u0131yor.\r\n        <\/p>\r\n\r\n        <div class=\"lux-note\">\r\n          <p><strong>Bu teknolojiyi sat\u0131n almadan \u00f6nce bilinmesi gereken iki \u015fey:<\/strong><\/p>\r\n          <p>\r\n            <strong>\u0130mza mutlak kan\u0131t de\u011fil.<\/strong> Nikon kendi kimlik do\u011frulama hizmetini ask\u0131ya ald\u0131 ve o d\u00f6nemde\r\n            verdi\u011fi sertifikalar\u0131 ge\u00e7ersiz k\u0131ld\u0131; 2026 ortas\u0131 itibar\u0131yla hizmet geri d\u00f6nmedi. Sorun kriptografide\r\n            de\u011fildi \u2014 imzalar ge\u00e7erliydi. A\u00e7\u0131k, imzalay\u0131c\u0131ya manip\u00fcle edilmi\u015f i\u00e7erik beslenmesinden kaynakland\u0131.\r\n            Ekosistem ger\u00e7ek, ama hen\u00fcz olgun de\u011fil.\r\n          <\/p>\r\n          <p>\r\n            <strong>\u0130\u015f ak\u0131\u015f\u0131 k\u0131r\u0131lgan.<\/strong> \u0130mzan\u0131n d\u00fczenleme sonras\u0131 korunmas\u0131 i\u00e7in zincirdeki her arac\u0131n\r\n            C2PA uyumlu olmas\u0131 ve ilgili i\u015flevin etkin olmas\u0131 gerekiyor. Uyumsuz tek bir ara\u00e7 manifesti k\u0131r\u0131yor.\r\n            Ayr\u0131ca yayg\u0131n kullan\u0131lan baz\u0131 d\u00fczenleme uygulamalar\u0131nda k\u00f6ken bilgisi yaln\u0131zca belirli d\u0131\u015fa aktarma\r\n            formatlar\u0131nda uygulanabiliyor.\r\n          <\/p>\r\n        <\/div>\r\n\r\n        <h3>Ticari sonu\u00e7: ger\u00e7ek prod\u00fcksiyon art\u0131k bir k\u00f6ken varl\u0131\u011f\u0131<\/h3>\r\n        <p>\r\n          Kamera kaynakl\u0131 dosya, ger\u00e7ek set, kamera arkas\u0131 g\u00f6r\u00fcnt\u00fcs\u00fc, ekip bilgisi, renk y\u00f6netimi, retouch s\u00fcreci ve\r\n          \u00fcr\u00fcn\u00fcn fiziksel \u00e7ekim kan\u0131t\u0131 \u2014 hepsi birlikte markan\u0131n do\u011frulanabilir bir g\u00f6rsel varl\u0131\u011f\u0131na d\u00f6n\u00fc\u015f\u00fcyor.\r\n          Stratejik de\u011feri \u015furada: AI modelleri iyile\u015fmeye devam edecek ve estetik fark\u0131 b\u00fcy\u00fck \u00f6l\u00e7\u00fcde kapatacak.\r\n          Kapatamayacaklar\u0131 tek \u015fey, g\u00fcvenilir bir cihaz ve s\u00fcre\u00e7 zinciriyle kaydedilen\r\n          <strong>fiziksel \u00e7ekim ge\u00e7mi\u015fi.<\/strong> Bir AI \u00e7\u0131kt\u0131s\u0131 da kriptografik olarak imzalanabilir;\r\n          fark, manifestin sentetik k\u00f6keni g\u00f6stermesinde. Yani k\u00f6ken do\u011frulamas\u0131 bir ger\u00e7eklik sertifikas\u0131 de\u011fil,\r\n          denetlenebilir bir s\u00fcre\u00e7 kayd\u0131.\r\n        <\/p>\r\n\r\n        <h3>FTC mant\u0131\u011f\u0131: AI, aldat\u0131c\u0131 davran\u0131\u015f i\u00e7in istisna de\u011fil<\/h3>\r\n        <p>\r\n          ABD Federal Trade Commission'\u0131n yakla\u015f\u0131m\u0131 temel prensibi koruyor: AI kullanmak, yan\u0131lt\u0131c\u0131 veya\r\n          ispatlanmam\u0131\u015f reklam iddialar\u0131 i\u00e7in bir muafiyet yaratm\u0131yor. \"AI destekli\", \"AI's\u0131z\", \"ger\u00e7ek \u00e7ekim\",\r\n          \"\u00fcr\u00fcn\u00fcn birebir g\u00f6r\u00fcnt\u00fcs\u00fc\" \u2014 hepsi kan\u0131tlanabilir olmak zorunda. Bu ilke T\u00fcrkiye'deki y\u00f6netmelikle de\r\n          \u00f6rt\u00fc\u015f\u00fcyor; y\u00f6netmelik akademik unvan, \u00f6d\u00fcl ve \u00e7evresel beyanlar\u0131n da belgelenebilir olmas\u0131n\u0131 \u015fart ko\u015fuyor.\r\n        <\/p>\r\n      <\/div>\r\n\r\n      <div class=\"lux-heading\" style=\"margin-top:52px;\">\r\n        <h3>A\u011fustos 2026 uyum kontrol listesi<\/h3>\r\n        <p>\u00d6ncelik s\u0131ras\u0131na g\u00f6re. Bu liste hukuki dan\u0131\u015fmanl\u0131k yerine ge\u00e7mez.<\/p>\r\n      <\/div>\r\n\r\n      <ul class=\"lux-checklist\">\r\n        <li>\r\n          <b>Ger\u00e7ek ki\u015filerin dijital kopyalar\u0131n\u0131 hemen envanterleyin.<\/b>\r\n          T\u00fcrkiye'de bir ki\u015finin AI kopyas\u0131n\u0131n \u00fcr\u00fcn deneyimledi\u011fi veya tavsiye etti\u011fi izlenimi veren reklam\r\n          do\u011frudan yasak \u2014 etiketleseniz de yapamazs\u0131n\u0131z.\r\n        <\/li>\r\n        <li>\r\n          <b>Ger\u00e7ek insan san\u0131labilecek AI karakterleri i\u015faretleyin.<\/b>\r\n          K\u00fc\u00e7\u00fck punto k\u00f6\u015fe notu bir \u00e7\u00f6z\u00fcm de\u011fil; Guess vakas\u0131 bunun faturas\u0131n\u0131 g\u00f6sterdi.\r\n          A\u00e7\u0131klamay\u0131 g\u00f6r\u00fcn\u00fcr ve nitelikli hale getirin.\r\n        <\/li>\r\n        <li>\r\n          <b>Beyan\u0131 gerek\u00e7eyle birlikte sunun.<\/b>\r\n          Akademik bulgu net: \u00e7\u0131plak \"AI ile \u00fcretilmi\u015ftir\" ibaresi g\u00fcveni d\u00fc\u015f\u00fcrebiliyor; s\u00fcrecin nas\u0131l i\u015fledi\u011fini\r\n          ve markan\u0131n somut taahh\u00fcd\u00fcn\u00fc anlatan beyan g\u00fcveni y\u00fckseltiyor.\r\n        <\/li>\r\n        <li>\r\n          <b>AI'\u0131 asla bir de\u011fer taahh\u00fcd\u00fcn\u00fcn ikamesi olarak sunmay\u0131n.<\/b>\r\n          \u00c7e\u015fitlilik, s\u00fcrd\u00fcr\u00fclebilirlik ya da el eme\u011fi iddialar\u0131n\u0131 sentetik g\u00f6rselle desteklemek\r\n          marka ikiy\u00fczl\u00fcl\u00fc\u011f\u00fc alg\u0131s\u0131n\u0131 tetikler.\r\n        <\/li>\r\n        <li>\r\n          <b>Sitenizdeki sohbet robotunun ilk mesaj\u0131n\u0131 kontrol edin.<\/b>\r\n          AB kapsam\u0131ndaki do\u011frudan etkile\u015fimli AI sisteminde kullan\u0131c\u0131, ilk etkile\u015fimin ba\u015f\u0131nda AI ile konu\u015ftu\u011funu\r\n          bilmeli; istisna yaln\u0131zca bunun ortalama kullan\u0131c\u0131 i\u00e7in apa\u00e7\u0131k oldu\u011fu dar durumda ge\u00e7erli.\r\n        <\/li>\r\n        <li>\r\n          <b>Hero g\u00f6rsellerinin telif durumunu de\u011ferlendirin.<\/b>\r\n          Tamamen prompt ile \u00fcretilmi\u015f ana \u00fcr\u00fcn g\u00f6rsellerinizde yeterli insan yarat\u0131c\u0131 katk\u0131s\u0131 belgelenemiyorsa\r\n          telif korumas\u0131 do\u011fmayabilir. Kaynak dosya, yarat\u0131c\u0131 se\u00e7im ve d\u00fczenleme kay\u0131tlar\u0131n\u0131 g\u00f6zden ge\u00e7irin.\r\n        <\/li>\r\n        <li>\r\n          <b>Kanal bazl\u0131 beyan matrisi \u00e7\u0131kar\u0131n.<\/b>\r\n          Ayn\u0131 g\u00f6rsel Amazon, Etsy, Trendyol, Meta ve kendi sitenizde farkl\u0131 y\u00fck\u00fcml\u00fcl\u00fcklere tabi.\r\n        <\/li>\r\n        <li>\r\n          <b>\u00dcretim ar\u015fivi tutun.<\/b>\r\n          \u00c7ekim brief'i, set foto\u011fraf\u0131, ekip listesi, \u00e7ekim tarihi, d\u00fczenleme ge\u00e7mi\u015fi.\r\n          Hem telif iddian\u0131z\u0131n hem \"ger\u00e7ek \u00e7ekim\" beyan\u0131n\u0131z\u0131n dayana\u011f\u0131 bu ar\u015fiv olacak.\r\n        <\/li>\r\n        <li>\r\n          <b>Aral\u0131k 2026'y\u0131 takviminize yaz\u0131n.<\/b>\r\n          AB'de i\u015faretleme y\u00fck\u00fcml\u00fcl\u00fc\u011f\u00fcn\u00fcn eski sistemler i\u00e7in ge\u00e7i\u015f s\u00fcresi 2 Aral\u0131k 2026'da doluyor.\r\n        <\/li>\r\n      <\/ul>\r\n    <\/div>\r\n  <\/section>\r\n\r\n  <section class=\"lux-section\" id=\"karar-matrisi\">\r\n    <div class=\"lux-wrap\">\r\n      <div class=\"lux-heading\">\r\n        <span class=\"lux-kicker lux-num\">Uygulama Modeli<\/span>\r\n        <h2>AI'y\u0131 G\u00f6revine G\u00f6re Konumland\u0131rmak<\/h2>\r\n      <\/div>\r\n\r\n      <div class=\"lux-text-block\">\r\n        <p>\r\n          Bu verileri payla\u015fmam\u0131z\u0131n nedeni yapay zek\u00e2ya kar\u015f\u0131 olmam\u0131z de\u011fil. LUX Foto\u011fraf Video Prod\u00fcksiyon olarak\r\n          2025\u20132026 d\u00f6neminde m\u00fc\u015fterilerimiz i\u00e7in AI destekli g\u00f6rsel ve video s\u00fcre\u00e7leri de y\u00fcr\u00fctt\u00fck:\r\n          arka plan varyasyonlar\u0131, konsept denemeleri, kampanya adaptasyonlar\u0131, h\u0131zl\u0131 demo g\u00f6rseller,\r\n          yarat\u0131c\u0131 y\u00f6n aray\u0131\u015flar\u0131 ve baz\u0131 geni\u015fletme i\u015flemleri.\r\n        <\/p>\r\n\r\n        <div class=\"lux-pullquote\">\r\n          AI, yard\u0131mc\u0131 sahne kurucu oldu\u011funda g\u00fc\u00e7l\u00fc. \u00dcr\u00fcn\u00fcn delili olmaya kalkt\u0131\u011f\u0131nda riskli.\r\n        <\/div>\r\n\r\n        <p>\r\n          Ana \u00fcr\u00fcn g\u00f6rseli, model \u00fczerindeki \u00fcr\u00fcn, kozmetik uygulama sonucu, kuma\u015f\/doku\/renk g\u00f6sterimi,\r\n          tak\u0131 \u00f6l\u00e7e\u011fi, g\u0131da ger\u00e7ekli\u011fi, bebek ve ki\u015fisel bak\u0131m iddias\u0131 ya da l\u00fcks \u00fcr\u00fcn de\u011feri s\u00f6z konusu oldu\u011funda\r\n          ger\u00e7ek prod\u00fcksiyon h\u00e2l\u00e2 en g\u00fcvenli zemin. Bu bir nostalji de\u011fil, risk y\u00f6netimi.\r\n        <\/p>\r\n\r\n        <h3>2026'da yakla\u015f\u0131m\u0131m\u0131z\u0131 netle\u015ftiren d\u00f6rt ilke<\/h3>\r\n        <ul>\r\n          <li>\r\n            <strong>Kaynak plaka ilkesi.<\/strong> Her projede \u00fcr\u00fcn\u00fc temsil eden en az bir g\u00f6rsel ger\u00e7ek \u00e7ekimden\r\n            gelir ve t\u00fcrev \u00fcretimler o plakadan do\u011far. S\u0131f\u0131rdan prompt ile \u00fcr\u00fcn g\u00f6rseli \u00fcretmiyoruz.\r\n            Gerek\u00e7e estetik de\u011fil; telif ve temsil do\u011frulu\u011fu.\r\n          <\/li>\r\n          <li>\r\n            <strong>Beyan mimarisi.<\/strong> Teslim etti\u011fimiz g\u00f6rsel setinde hangi katman\u0131n nas\u0131l \u00fcretildi\u011fi\r\n            belgelenir. Marka, hangi g\u00f6rseli hangi kanalda nas\u0131l beyan edece\u011fini bizden haz\u0131r al\u0131r.\r\n          <\/li>\r\n          <li>\r\n            <strong>\u00c7er\u00e7eveleme dan\u0131\u015fmanl\u0131\u011f\u0131.<\/strong> AI kullan\u0131lan projelerde, bunun m\u00fc\u015fteriye nas\u0131l anlat\u0131laca\u011f\u0131n\u0131\r\n            da birlikte kuruyoruz. Levi's ve Mango vakalar\u0131n\u0131n g\u00f6sterdi\u011fi gibi, ayn\u0131 teknoloji farkl\u0131 gerek\u00e7eyle\r\n            sunuldu\u011funda bamba\u015fka itibar riskleri \u00fcretebiliyor.\r\n          <\/li>\r\n          <li>\r\n            <strong>K\u00f6ken do\u011frulama se\u00e7ene\u011fi.<\/strong> Kan\u0131t de\u011ferinin kritik oldu\u011fu projelerde C2PA standard\u0131na\r\n            uygun kamera i\u00e7i imza ile teslim se\u00e7ene\u011fi de\u011ferlendiriliyor. Ekosistemin s\u0131n\u0131rlar\u0131 m\u00fc\u015fteriye a\u00e7\u0131k\u00e7a\r\n            anlat\u0131l\u0131r; \"k\u0131r\u0131lamaz\" gibi bir vaat verilmez.\r\n          <\/li>\r\n        <\/ul>\r\n      <\/div>\r\n\r\n      <div class=\"lux-card-grid\" style=\"margin-top:30px;\">\r\n        <article class=\"lux-card\">\r\n          <h3>Ger\u00e7ek Prod\u00fcksiyon \u00c7ekimi<\/h3>\r\n          <p>Set tasar\u0131m\u0131, \u0131\u015f\u0131k m\u00fchendisli\u011fi, model y\u00f6netimi, renk kalibrasyonu, do\u011fru lens se\u00e7imi, malzeme okumas\u0131 ve kontroll\u00fc post-prod\u00fcksiyon. Ger\u00e7ek dekorlar, ger\u00e7ek insanlar, ger\u00e7ek \u00fcr\u00fcnler, ger\u00e7ek \u0131\u015f\u0131k.<\/p>\r\n        <\/article>\r\n        <article class=\"lux-card\">\r\n          <h3>AI Destekli G\u00f6rsel \u00dcretim<\/h3>\r\n          <p>Moodboard, konsept y\u00f6n\u00fc, arka plan varyasyonu, h\u0131zl\u0131 kampanya taslaklar\u0131, sosyal medya adaptasyonlar\u0131 ve yard\u0131mc\u0131 g\u00f6rsel \u00e7o\u011faltma. Tek k\u0131rm\u0131z\u0131 \u00e7izgi: \u00fcr\u00fcn\u00fcn fiziksel ger\u00e7ekli\u011fi bozulmaz.<\/p>\r\n        <\/article>\r\n        <article class=\"lux-card\">\r\n          <h3>Karma Strateji<\/h3>\r\n          <p>Her \u00fcr\u00fcn kategorisi i\u00e7in ayr\u0131 risk analizi. Hero image, \u00fcr\u00fcn sayfas\u0131, kampanya g\u00f6rseli, sosyal medya varyasyonu ve reklam adaptasyonu ayr\u0131 ayr\u0131 de\u011ferlendirilir.<\/p>\r\n        <\/article>\r\n      <\/div>\r\n\r\n      <div class=\"lux-heading\" style=\"margin-top:58px;\">\r\n        <span class=\"lux-kicker\">Kategori Matrisi<\/span>\r\n        <h2>Hangi Kategoride Ne Kullanmal\u0131?<\/h2>\r\n      <\/div>\r\n\r\n      <div class=\"lux-risk-table\">\r\n        <div class=\"lux-risk\">\r\n          <b>Y\u00fcksek Risk<\/b>\r\n          <span>L\u00fcks moda, kozmetik, m\u00fccevher, beauty, bebek \u00fcr\u00fcnleri, g\u0131da, konaklama, ki\u015fisel bak\u0131m. Ana \u00fcr\u00fcn g\u00f6rseli ger\u00e7ek \u00e7ekim olmal\u0131; AI yaln\u0131zca destekleyici rolde.<\/span>\r\n        <\/div>\r\n        <div class=\"lux-risk\">\r\n          <b>Orta Risk<\/b>\r\n          <span>Mobilya, ev dekorasyonu, genel moda, lifestyle \u00fcr\u00fcnleri, aksesuar. Hero g\u00f6rsel ger\u00e7ek olmal\u0131; AI arka plan, varyasyon ve kampanya adaptasyonlar\u0131nda kullan\u0131labilir.<\/span>\r\n        <\/div>\r\n        <div class=\"lux-risk\">\r\n          <b>D\u00fc\u015f\u00fck Risk<\/b>\r\n          <span>Ofis malzemeleri, end\u00fcstriyel par\u00e7a, kablo, basit teknolojik aksesuar. AI daha geni\u015f kullan\u0131labilir; \u00fcr\u00fcn \u00f6l\u00e7\u00fcs\u00fc, renk ve teknik do\u011fruluk yine korunmal\u0131.<\/span>\r\n        <\/div>\r\n      <\/div>\r\n\r\n      <div class=\"lux-heading\" style=\"margin-top:52px;\">\r\n        <h3>G\u00f6rsel tipine g\u00f6re karar tablosu<\/h3>\r\n        <p>Kategori tek ba\u015f\u0131na yetmiyor. Ayn\u0131 markan\u0131n i\u00e7inde bile karar, g\u00f6rselin i\u015fine g\u00f6re de\u011fi\u015fiyor.<\/p>\r\n      <\/div>\r\n\r\n      <div class=\"lux-table-wrap\">\r\n        <table class=\"lux-table\">\r\n          <thead>\r\n            <tr>\r\n              <th>G\u00f6rsel tipi<\/th>\r\n              <th>\u00d6nerilen \u00fcretim<\/th>\r\n              <th>Gerek\u00e7e<\/th>\r\n            <\/tr>\r\n          <\/thead>\r\n          <tbody>\r\n            <tr><td data-label=\"G\u00f6rsel tipi\"><strong>Ana \u00fcr\u00fcn g\u00f6rseli (hero)<\/strong><\/td><td data-label=\"\u00dcretim\">Ger\u00e7ek \u00e7ekim<\/td><td data-label=\"Gerek\u00e7e\">Delil y\u00fczeyi. \u0130ade oran\u0131n\u0131, telif korumas\u0131n\u0131 ve platform uyumunu do\u011frudan etkiler.<\/td><\/tr>\r\n            <tr><td data-label=\"G\u00f6rsel tipi\"><strong>Detay \/ makro (doku, diki\u015f, ta\u015f, y\u00fczey)<\/strong><\/td><td data-label=\"\u00dcretim\">Ger\u00e7ek \u00e7ekim<\/td><td data-label=\"Gerek\u00e7e\">Malzeme ger\u00e7ekli\u011finin okundu\u011fu yer; k\u00fc\u00e7\u00fck \u00fcretim hatalar\u0131n\u0131n ticari anlam ta\u015f\u0131d\u0131\u011f\u0131 alan.<\/td><\/tr>\r\n            <tr><td data-label=\"G\u00f6rsel tipi\"><strong>Model \u00fczerinde \/ bedende<\/strong><\/td><td data-label=\"\u00dcretim\">Ger\u00e7ek \u00e7ekim<\/td><td data-label=\"Gerek\u00e7e\">\u00d6l\u00e7ek ve kal\u0131p bilgisi. Beden uyu\u015fmazl\u0131\u011f\u0131 iadelerin en b\u00fcy\u00fck tek kalemi.<\/td><\/tr>\r\n            <tr><td data-label=\"G\u00f6rsel tipi\"><strong>\u00d6l\u00e7ek referans\u0131 (elde, masada, mek\u00e2nda)<\/strong><\/td><td data-label=\"\u00dcretim\">Ger\u00e7ek \u00e7ekim<\/td><td data-label=\"Gerek\u00e7e\">T\u00fcketicinin \u00fcr\u00fcn\u00fcn b\u00fcy\u00fckl\u00fc\u011f\u00fcn\u00fc tahmin etti\u011fi tek g\u00f6rsel. Hata do\u011frudan iadeye d\u00f6n\u00fc\u015f\u00fcr.<\/td><\/tr>\r\n            <tr><td data-label=\"G\u00f6rsel tipi\"><strong>Kozmetik \/ ten \u00fczerinde sonu\u00e7<\/strong><\/td><td data-label=\"\u00dcretim\">Ger\u00e7ek \u00e7ekim<\/td><td data-label=\"Gerek\u00e7e\">Sa\u011fl\u0131k ve ki\u015fisel bak\u0131m iddias\u0131; kan\u0131tlanabilirlik zorunlu.<\/td><\/tr>\r\n            <tr><td data-label=\"G\u00f6rsel tipi\"><strong>Arka plan varyasyonu \/ sezonluk sahne<\/strong><\/td><td data-label=\"\u00dcretim\">Kaynak plakadan AI t\u00fcrev<\/td><td data-label=\"Gerek\u00e7e\">\u00dcr\u00fcn de\u011fi\u015fmiyor, ortam de\u011fi\u015fiyor. Verimlilik burada me\u015fru.<\/td><\/tr>\r\n            <tr><td data-label=\"G\u00f6rsel tipi\"><strong>Format adaptasyonu (kare, dikey, banner)<\/strong><\/td><td data-label=\"\u00dcretim\">Kaynak plakadan AI t\u00fcrev<\/td><td data-label=\"Gerek\u00e7e\">Yeniden \u00e7er\u00e7eveleme ve kanvas geni\u015fletme. \u00dcr\u00fcn bilgisi bozulmad\u0131\u011f\u0131 s\u00fcrece risksiz.<\/td><\/tr>\r\n            <tr><td data-label=\"G\u00f6rsel tipi\"><strong>Moodboard \/ konsept ara\u015ft\u0131rmas\u0131<\/strong><\/td><td data-label=\"\u00dcretim\">AI<\/td><td data-label=\"Gerek\u00e7e\">T\u00fcketiciye gitmeyen i\u00e7 \u00fcretim. H\u0131z avantaj\u0131 y\u00fcksek; lisans ve gizli veri riski ayr\u0131ca y\u00f6netilmeli.<\/td><\/tr>\r\n            <tr><td data-label=\"G\u00f6rsel tipi\"><strong>Kampanya tasla\u011f\u0131 \/ sunum g\u00f6rseli<\/strong><\/td><td data-label=\"\u00dcretim\">AI<\/td><td data-label=\"Gerek\u00e7e\">Onay \u00f6ncesi h\u0131zl\u0131 g\u00f6rselle\u015ftirme. Nihai \u00fcretimin yerine ge\u00e7memeli.<\/td><\/tr>\r\n            <tr><td data-label=\"G\u00f6rsel tipi\"><strong>Ger\u00e7ek ki\u015finin dijital kopyas\u0131<\/strong><\/td><td data-label=\"\u00dcretim\">Kullanmay\u0131n<\/td><td data-label=\"Gerek\u00e7e\">T\u00fcrkiye'de \u00fcr\u00fcn tavsiyesi izlenimi verecek bi\u00e7imde kullan\u0131m\u0131 yasak. Etiketleme \u00e7\u00f6z\u00fcm de\u011fil.<\/td><\/tr>\r\n          <\/tbody>\r\n        <\/table>\r\n      <\/div>\r\n\r\n      <div class=\"lux-note lux-narrow\">\r\n        <p>\r\n          <strong>Bedava bir kazan\u00e7: g\u00f6rselin yan\u0131na somut veri koyun.<\/strong>\r\n          Ara\u015ft\u0131rmalar, g\u00f6rselin yan\u0131na eklenen do\u011frulanabilir \u00fcr\u00fcn verisinin yapayl\u0131k alg\u0131s\u0131n\u0131n olumsuz etkisini\r\n          k\u0131rd\u0131\u011f\u0131n\u0131 g\u00f6steriyor.\r\n        <\/p>\r\n        <p>\r\n          \u00dcr\u00fcn sayfas\u0131nda kuma\u015f bile\u015fimi, tam beden aral\u0131\u011f\u0131, santimetre bazl\u0131 \u00f6l\u00e7\u00fcler, a\u011f\u0131rl\u0131k, malzeme\r\n          sertifikalar\u0131 ve renk kodu sunuldu\u011funda t\u00fcketicinin oda\u011f\u0131 g\u00f6rselin nas\u0131l \u00fcretildi\u011finden \u00fcr\u00fcn\u00fcn ger\u00e7ek\r\n          niteli\u011fine kay\u0131yor. Hem sat\u0131n alma engelini hem iade riskini d\u00fc\u015f\u00fcren, maliyeti neredeyse s\u0131f\u0131r olan\r\n          bir m\u00fcdahale.\r\n        <\/p>\r\n      <\/div>\r\n    <\/div>\r\n  <\/section>\r\n\r\n  <section class=\"lux-section\" id=\"karsilastirma\">\r\n    <div class=\"lux-wrap\">\r\n      <div class=\"lux-heading\">\r\n        <span class=\"lux-kicker lux-num\">St\u00fcdyo \/ AI Kar\u015f\u0131la\u015ft\u0131rmas\u0131<\/span>\r\n        <h2>\u00c7ekti\u011fimiz Kare, D\u00fczenledi\u011fimiz Kare<\/h2>\r\n        <p>\r\n          A\u015fa\u011f\u0131daki kar\u015f\u0131la\u015ft\u0131rmalar ger\u00e7ek \u00e7ekimin delil de\u011ferini korurken AI destekli d\u00fczenlemenin nas\u0131l\r\n          yard\u0131mc\u0131 rolde kullan\u0131labilece\u011fini g\u00f6steriyor. Soldaki her g\u00f6rsel bir kaynak plaka \u2014 yani ger\u00e7ek bir \u00e7ekim.\r\n        <\/p>\r\n      <\/div>\r\n\r\n      <div class=\"lux-compare\" aria-label=\"St\u00fcdyo foto\u011fraf\u0131 ve AI d\u00fczenleme kar\u015f\u0131la\u015ft\u0131rmalar\u0131\">\r\n        <div class=\"lux-compare-row\">\r\n          <figure><img src=\"https:\/\/burakbulut.net\/wp-content\/uploads\/2026\/03\/12.webp\" alt=\"St\u00fcdyoda \u00e7ekilmi\u015f \u00fcr\u00fcn foto\u011fraf\u0131 \u00f6rne\u011fi 1\" loading=\"lazy\" decoding=\"async\"><figcaption>St\u00fcdyo \u00e7ekimi<\/figcaption><\/figure>\r\n          <figure><img src=\"https:\/\/burakbulut.net\/wp-content\/uploads\/2026\/03\/11.webp\" alt=\"AI ile d\u00fczenlenmi\u015f \u00fcr\u00fcn foto\u011fraf\u0131 \u00f6rne\u011fi 1\" loading=\"lazy\" decoding=\"async\"><figcaption>AI destekli d\u00fczenleme<\/figcaption><\/figure>\r\n        <\/div>\r\n        <div class=\"lux-compare-row\">\r\n          <figure><img src=\"https:\/\/burakbulut.net\/wp-content\/uploads\/2026\/03\/2.webp\" alt=\"St\u00fcdyoda \u00e7ekilmi\u015f \u00fcr\u00fcn foto\u011fraf\u0131 \u00f6rne\u011fi 2\" loading=\"lazy\" decoding=\"async\"><figcaption>St\u00fcdyo \u00e7ekimi<\/figcaption><\/figure>\r\n          <figure><img src=\"https:\/\/burakbulut.net\/wp-content\/uploads\/2026\/03\/1.webp\" alt=\"AI ile d\u00fczenlenmi\u015f \u00fcr\u00fcn foto\u011fraf\u0131 \u00f6rne\u011fi 2\" loading=\"lazy\" decoding=\"async\"><figcaption>AI destekli d\u00fczenleme<\/figcaption><\/figure>\r\n        <\/div>\r\n        <div class=\"lux-compare-row\">\r\n          <figure><img src=\"https:\/\/burakbulut.net\/wp-content\/uploads\/2026\/03\/7-2.webp\" alt=\"St\u00fcdyoda \u00e7ekilmi\u015f \u00fcr\u00fcn foto\u011fraf\u0131 \u00f6rne\u011fi 3\" loading=\"lazy\" decoding=\"async\"><figcaption>St\u00fcdyo \u00e7ekimi<\/figcaption><\/figure>\r\n          <figure><img src=\"https:\/\/burakbulut.net\/wp-content\/uploads\/2026\/03\/8.webp\" alt=\"AI ile d\u00fczenlenmi\u015f \u00fcr\u00fcn foto\u011fraf\u0131 \u00f6rne\u011fi 3\" loading=\"lazy\" decoding=\"async\"><figcaption>AI destekli d\u00fczenleme<\/figcaption><\/figure>\r\n        <\/div>\r\n        <div class=\"lux-compare-row\">\r\n          <figure><img src=\"https:\/\/burakbulut.net\/wp-content\/uploads\/2026\/03\/4.webp\" alt=\"St\u00fcdyoda \u00e7ekilmi\u015f \u00fcr\u00fcn foto\u011fraf\u0131 \u00f6rne\u011fi 4\" loading=\"lazy\" decoding=\"async\"><figcaption>St\u00fcdyo \u00e7ekimi<\/figcaption><\/figure>\r\n          <figure><img src=\"https:\/\/burakbulut.net\/wp-content\/uploads\/2026\/03\/3.webp\" alt=\"AI ile d\u00fczenlenmi\u015f \u00fcr\u00fcn foto\u011fraf\u0131 \u00f6rne\u011fi 4\" loading=\"lazy\" decoding=\"async\"><figcaption>AI destekli d\u00fczenleme<\/figcaption><\/figure>\r\n        <\/div>\r\n        <div class=\"lux-compare-row\">\r\n          <figure><img src=\"https:\/\/burakbulut.net\/wp-content\/uploads\/2026\/03\/14.webp\" alt=\"St\u00fcdyoda \u00e7ekilmi\u015f \u00fcr\u00fcn foto\u011fraf\u0131 \u00f6rne\u011fi 5\" loading=\"lazy\" decoding=\"async\"><figcaption>St\u00fcdyo \u00e7ekimi<\/figcaption><\/figure>\r\n          <figure><img src=\"https:\/\/burakbulut.net\/wp-content\/uploads\/2026\/03\/13.webp\" alt=\"AI ile d\u00fczenlenmi\u015f \u00fcr\u00fcn foto\u011fraf\u0131 \u00f6rne\u011fi 5\" loading=\"lazy\" decoding=\"async\"><figcaption>AI destekli d\u00fczenleme<\/figcaption><\/figure>\r\n        <\/div>\r\n        <div class=\"lux-compare-row\">\r\n          <figure><img src=\"https:\/\/burakbulut.net\/wp-content\/uploads\/2026\/03\/6.webp\" alt=\"St\u00fcdyoda \u00e7ekilmi\u015f \u00fcr\u00fcn foto\u011fraf\u0131 \u00f6rne\u011fi 6\" loading=\"lazy\" decoding=\"async\"><figcaption>St\u00fcdyo \u00e7ekimi<\/figcaption><\/figure>\r\n          <figure><img src=\"https:\/\/burakbulut.net\/wp-content\/uploads\/2026\/03\/5.webp\" alt=\"AI ile d\u00fczenlenmi\u015f \u00fcr\u00fcn foto\u011fraf\u0131 \u00f6rne\u011fi 6\" loading=\"lazy\" decoding=\"async\"><figcaption>AI destekli d\u00fczenleme<\/figcaption><\/figure>\r\n        <\/div>\r\n        <div class=\"lux-compare-row\">\r\n          <figure><img src=\"https:\/\/burakbulut.net\/wp-content\/uploads\/2026\/03\/10.webp\" alt=\"St\u00fcdyoda \u00e7ekilmi\u015f \u00fcr\u00fcn foto\u011fraf\u0131 \u00f6rne\u011fi 7\" loading=\"lazy\" decoding=\"async\"><figcaption>St\u00fcdyo \u00e7ekimi<\/figcaption><\/figure>\r\n          <figure><img src=\"https:\/\/burakbulut.net\/wp-content\/uploads\/2026\/03\/9.webp\" alt=\"AI ile d\u00fczenlenmi\u015f \u00fcr\u00fcn foto\u011fraf\u0131 \u00f6rne\u011fi 7\" loading=\"lazy\" decoding=\"async\"><figcaption>AI destekli d\u00fczenleme<\/figcaption><\/figure>\r\n        <\/div>\r\n      <\/div>\r\n    <\/div>\r\n  <\/section>\r\n\r\n  <section class=\"lux-section\" id=\"sss\">\r\n    <div class=\"lux-wrap\">\r\n      <div class=\"lux-heading\">\r\n        <span class=\"lux-kicker lux-num\">S\u0131k\u00e7a Sorulan Sorular<\/span>\r\n        <h2>42 Ba\u015fl\u0131kta E-Ticarette AI G\u00f6rsel<\/h2>\r\n        <p>Temel sorulardan mevzuata, pazaryeri kurallar\u0131ndan teknik do\u011frulamaya kadar referans b\u00f6l\u00fcm\u00fc.<\/p>\r\n      <\/div>\r\n\r\n      <div class=\"lux-faq-group\"><h3>A \u00b7 Temel Sorular<\/h3><\/div>\r\n      <div class=\"lux-faq\">\r\n        <details open>\r\n          <summary>AI g\u00f6rseller e-ticarette sat\u0131\u015f\u0131 d\u00fc\u015f\u00fcr\u00fcr m\u00fc?<\/summary>\r\n          <div>Her zaman de\u011fil, ama ko\u015fullu olarak evet. AI g\u00f6rselin kayna\u011f\u0131 a\u00e7\u0131kland\u0131\u011f\u0131nda veya t\u00fcketici taraf\u0131ndan sezildi\u011finde duygusal g\u00fcven d\u00fc\u015febiliyor ve sat\u0131n alma niyeti azal\u0131yor. Etki \u00f6zellikle moda, kozmetik, m\u00fccevher, l\u00fcks, beauty, bebek \u00fcr\u00fcnleri, g\u0131da, konaklama ve ki\u015fisel bak\u0131m gibi y\u00fcksek g\u00fcven gerektiren kategorilerde g\u00fc\u00e7l\u00fc. Haziran 2026'da yay\u0131mlanan geni\u015f \u00f6l\u00e7ekli bir ABD ara\u015ft\u0131rmas\u0131nda t\u00fcketicilerin %63'\u00fc AI \u00fcretimi reklam kullanan bir markadan sat\u0131n alma olas\u0131l\u0131\u011f\u0131n\u0131n d\u00fc\u015ft\u00fc\u011f\u00fcn\u00fc belirtti.<\/div>\r\n        <\/details>\r\n        <details>\r\n          <summary>AI g\u00f6rsel ucuz ve h\u0131zl\u0131ysa neden riskli olsun?<\/summary>\r\n          <div>\u00c7\u00fcnk\u00fc e-ticarette g\u00f6rsel yaln\u0131zca i\u00e7erik de\u011fil, \u00fcr\u00fcn\u00fcn dijital delili. G\u00f6rsel \u00fcr\u00fcn\u00fcn rengini, dokusunu, \u00f6l\u00e7e\u011fini, y\u00fczeyini veya kullan\u0131m hissini yanl\u0131\u015f temsil ederse d\u00f6n\u00fc\u015f\u00fcm k\u0131sa vadede artsa bile iade, olumsuz yorum ve marka g\u00fcveni kayb\u0131 gelir. AI'\u0131n maliyet avantaj\u0131 ger\u00e7ek; \u00fcr\u00fcn do\u011frulu\u011fu ve iade etkisi ise ayr\u0131ca \u00f6l\u00e7\u00fclmeli.<\/div>\r\n        <\/details>\r\n        <details>\r\n          <summary>Ger\u00e7ek foto\u011fraf m\u0131 yoksa AI g\u00f6rsel mi daha \u00e7ok satar?<\/summary>\r\n          <div>Tek bir kazanan yok. Hakemli b\u00fcy\u00fck \u00f6l\u00e7ekli bir \u00e7al\u0131\u015fma, AI'\u0131n genel pazarlama g\u00f6rsellerinde kalite ve t\u0131klamada insan \u00fcretimini a\u015fabildi\u011fini g\u00f6sterdi. Vinted \u00f6n bask\u0131s\u0131nda ise sonu\u00e7 mevsime g\u00f6re tersine d\u00f6nd\u00fc: sonbahar-k\u0131\u015fta AI dikkat g\u00f6stergelerinde, ilkbahar-yazda orijinal foto\u011fraflar \u00f6zellikle d\u00f6n\u00fc\u015f\u00fcm g\u00f6stergelerinde \u00f6ne ge\u00e7ti. Fiziksel SKU do\u011frulu\u011fu gereken yerde ger\u00e7ek kaynak g\u00f6rselin kan\u0131tsal de\u011feri art\u0131yor.<\/div>\r\n        <\/details>\r\n        <details>\r\n          <summary>T\u00fcketici AI \u00fcretimi bir g\u00f6rseli ger\u00e7ek foto\u011fraftan ay\u0131rt edebilir mi?<\/summary>\r\n          <div>Her zaman de\u011fil. Pew Research Center'\u0131n 2025 ABD ara\u015ft\u0131rmas\u0131nda yeti\u015fkinlerin %76's\u0131 resim, video ve metnin AI m\u0131 insan m\u0131 \u00fcretimi oldu\u011funu ay\u0131rt edebilmeyi \u00e7ok \u00f6nemli buldu; %53'\u00fc bunu yapabilece\u011fine g\u00fcvenmedi. Bu genel bir medya bulgusu, e-ticaret d\u00f6n\u00fc\u015f\u00fcm testi de\u011fil. Moda odakl\u0131 411 ki\u015filik Stylitics\u2013Aha Studio anketinde ise %71 ger\u00e7ek ve AI giyim g\u00f6rsellerini ilk bak\u0131\u015fta ay\u0131ramad\u0131\u011f\u0131n\u0131 bildirdi.<\/div>\r\n        <\/details>\r\n        <details>\r\n          <summary>T\u00fcketiciler yapay zek\u00e2ya toptan kar\u015f\u0131 m\u0131?<\/summary>\r\n          <div>Hay\u0131r; bulgular ba\u011flama g\u00f6re kar\u0131\u015f\u0131k. Hartmann\u2013Exner\u2013Domdey \u00e7al\u0131\u015fmas\u0131 en iyi AI pazarlama g\u00f6rsellerinin kalite ve t\u0131klamada insan \u00fcretimini a\u015fabildi\u011fini g\u00f6sterirken Harris ve Gartner anketleri g\u00fcven \u015f\u00fcphesine i\u015faret ediyor. Kalite, \u00fcr\u00fcn do\u011frulu\u011fu, kategori, a\u00e7\u0131klama bi\u00e7imi ve markan\u0131n AI kullanma gerek\u00e7esi birlikte belirleyici.<\/div>\r\n        <\/details>\r\n        <details>\r\n          <summary>Zamanla t\u00fcketiciler AI g\u00f6rsellere al\u0131\u015fmaz m\u0131?<\/summary>\r\n          <div>Otomatik al\u0131\u015fma kan\u0131tlanm\u0131\u015f de\u011fil. Conjointly'nin 301 ABD'li yeti\u015fkinle yapt\u0131\u011f\u0131 2025 dalgas\u0131nda 2023\u20132025 tutum de\u011fi\u015fimleri kar\u0131\u015f\u0131kt\u0131; \u00e7o\u011fu d\u00fc\u015f\u00fc\u015f hata pay\u0131 i\u00e7indeyken AI'\u0131n pazarlama i\u00e7eri\u011finde kullan\u0131m\u0131na onay %55'ten %36'ya anlaml\u0131 bi\u00e7imde geriledi. Fractl'\u0131n %20'den %39'a \u00e7\u0131kan g\u00fcven kayb\u0131 bulgusu ise ayr\u0131 bir genel AI arama ve i\u00e7erik ara\u015ft\u0131rmas\u0131.<\/div>\r\n        <\/details>\r\n      <\/div>\r\n\r\n      <div class=\"lux-faq-group\"><h3>B \u00b7 Sat\u0131\u015f, D\u00f6n\u00fc\u015f\u00fcm ve \u0130ade<\/h3><\/div>\r\n      <div class=\"lux-faq\">\r\n        <details>\r\n          <summary>AI g\u00f6rsel iade oran\u0131n\u0131 art\u0131r\u0131r m\u0131?<\/summary>\r\n          <div>\u00dcr\u00fcn\u00fc yanl\u0131\u015f temsil eden her g\u00f6rsel iade riski yarat\u0131r. Ancak kaynak taramas\u0131nda AI \u00fcr\u00fcn g\u00f6rselinin iadeyi evrensel olarak 1,8\u20134,2 puan art\u0131rd\u0131\u011f\u0131n\u0131 g\u00f6steren ba\u011f\u0131ms\u0131z bir \u00e7al\u0131\u015fma bulunmad\u0131. NRF'ye g\u00f6re 2025'te \u00e7evrim i\u00e7i sat\u0131\u015flar\u0131n tahmini %19,3'\u00fc iade edildi. AI'\u0131n sizin kategorinizdeki nedensel etkisi, ayn\u0131 SKU'larda d\u00f6n\u00fc\u015f\u00fcm, iade oran\u0131 ve iade gerek\u00e7esi birlikte izlenerek \u00f6l\u00e7\u00fclmeli.<\/div>\r\n        <\/details>\r\n        <details>\r\n          <summary>Bir iadenin ger\u00e7ek maliyeti nedir?<\/summary>\r\n          <div>Tek bir evrensel oran yok; ta\u015f\u0131ma, yeniden paketleme, de\u011fer kayb\u0131 ve m\u00fc\u015fteri hizmeti kategoriye g\u00f6re de\u011fi\u015fiyor. Coresight'\u0131n aktard\u0131\u011f\u0131 Optoro \u00f6rnek hesab\u0131nda 50 dolarl\u0131k bir \u00fcr\u00fcn\u00fcn iade i\u015fleme maliyeti fiyat\u0131n %66's\u0131na kadar \u00e7\u0131kabiliyor. Karar\u0131 kendi net tersine lojistik maliyetiniz ve katk\u0131 marj\u0131n\u0131zla verin.<\/div>\r\n        <\/details>\r\n        <details>\r\n          <summary>Hangi kategorilerde iade oran\u0131 en y\u00fcksek?<\/summary>\r\n          <div>Coresight'\u0131n 3DLOOK sponsorlu, 100 ABD'li haz\u0131r giyim karar vericisiyle y\u00fcr\u00fctt\u00fc\u011f\u00fc 2023 \u00e7al\u0131\u015fmada \u00e7evrim i\u00e7i haz\u0131r giyim iade oran\u0131 %24,4 bulundu. Ayakkab\u0131 %31,4 ve kad\u0131n giyim %27,8 oranlar\u0131n\u0131n ayn\u0131 \u00e7al\u0131\u015fmadan geldi\u011fi do\u011frulanamad\u0131\u011f\u0131 i\u00e7in g\u00fcncel benchmark olarak kullan\u0131lmamal\u0131. Kategori karar\u0131nda kendi beden, kal\u0131p, renk ve g\u00f6r\u00fcn\u00fcm iade gerek\u00e7elerinizi esas al\u0131n.<\/div>\r\n        <\/details>\r\n        <details>\r\n          <summary>AI g\u00f6rsel sepet terkini etkiler mi?<\/summary>\r\n          <div>Do\u011frudan nedensel bir oran hen\u00fcz yok. Storyblok'un 2023 anketindeki %85 ve %17 bulgular\u0131 AI sat\u0131n alma \u00f6nerisini \u00f6l\u00e7\u00fcyor; %60 sepet terki ise ayr\u0131 bir 2022 ara\u015ft\u0131rmas\u0131nda genel k\u00f6t\u00fc web deneyimini \u00f6l\u00e7\u00fcyor. Bunlar AI \u00fcr\u00fcn foto\u011fraf\u0131n\u0131n tek ba\u015f\u0131na sepet terkine neden oldu\u011funu kan\u0131tlamaz, ama g\u00fcven ile kullan\u0131labilirli\u011fin birlikte y\u00f6netilmesi gerekti\u011fini g\u00f6sterir.<\/div>\r\n        <\/details>\r\n        <details>\r\n          <summary>G\u00f6rselin AI oldu\u011funu fark eden t\u00fcketici ne yap\u0131yor?<\/summary>\r\n          <div>Stylitics\u2013Aha Studio'nun 411 ki\u015filik, \u015firket destekli moda anketinde sanal model kullan\u0131ld\u0131\u011f\u0131n\u0131 \u00f6\u011frenenlerin %37'si beden konusunda daha dikkatli olaca\u011f\u0131n\u0131, %37'si iade politikas\u0131n\u0131 kontrol edece\u011fini ve %30'u \u00fcr\u00fcn\u00fc iade etmesi gerekebilece\u011fini d\u00fc\u015f\u00fcnd\u00fc\u011f\u00fcn\u00fc s\u00f6yledi. Anket sat\u0131n alma niyetini \u00f6l\u00e7er, ger\u00e7ekle\u015fmi\u015f iade oran\u0131n\u0131 de\u011fil.<\/div>\r\n        <\/details>\r\n        <details>\r\n          <summary>G\u00f6rsel de\u011fi\u015fikli\u011finin etkisini nas\u0131l do\u011fru \u00f6l\u00e7erim?<\/summary>\r\n          <div>Yaln\u0131zca d\u00f6n\u00fc\u015f\u00fcm oran\u0131na bakan bir test iade maliyetini g\u00f6r\u00fcnmez k\u0131lar ve sizi yanl\u0131\u015f sonuca g\u00f6t\u00fcr\u00fcr. \u00d6nerilen kurgu: ayn\u0131 kategoriden 15\u201325 SKU se\u00e7in, yar\u0131s\u0131n\u0131 mevcut g\u00f6rselleriyle b\u0131rak\u0131n, yar\u0131s\u0131n\u0131 ger\u00e7ek prod\u00fcksiyonla yenileyin, en az 30 g\u00fcn \u2014 mevsimsel \u00fcr\u00fcnlerde 45 g\u00fcn \u2014 boyunca d\u00f6n\u00fc\u015f\u00fcm oran\u0131, iade oran\u0131, iade gerek\u00e7esi da\u011f\u0131l\u0131m\u0131 ve \u00fcr\u00fcn yorum puan\u0131n\u0131 birlikte izleyin.<\/div>\r\n        <\/details>\r\n      <\/div>\r\n\r\n      <div class=\"lux-faq-group\"><h3>C \u00b7 Kategori ve G\u00f6rsel Tipi<\/h3><\/div>\r\n      <div class=\"lux-faq\">\r\n        <details>\r\n          <summary>AI g\u00f6rseller hangi \u00fcr\u00fcn kategorilerinde daha g\u00fcvenli kullan\u0131labilir?<\/summary>\r\n          <div>End\u00fcstriyel par\u00e7alar, ofis malzemeleri, kablolar ve basit teknolojik aksesuarlar gibi faydac\u0131, d\u00fc\u015f\u00fck duygusal kat\u0131l\u0131m gerektiren \u00fcr\u00fcnlerde tolerans daha y\u00fcksek. Akademik bulgu bunu destekliyor: d\u00fc\u015f\u00fck ilgilenimli \u00fcr\u00fcnlerde AI g\u00f6rseli daha az diren\u00e7le kar\u015f\u0131lan\u0131yor. Yine de renk, \u00f6l\u00e7\u00fc, teknik form ve malzeme do\u011frulu\u011fu her ko\u015fulda korunmal\u0131.<\/div>\r\n        <\/details>\r\n        <details>\r\n          <summary>Moda, kozmetik ve m\u00fccevherde AI neden daha riskli?<\/summary>\r\n          <div>Bu kategorilerde \u00fcr\u00fcn yaln\u0131zca teknik \u00f6zellikleriyle sat\u0131lm\u0131yor. Ten \u00fczerindeki etki, kuma\u015f\u0131n d\u00f6k\u00fcm\u00fc, tak\u0131n\u0131n \u00f6l\u00e7e\u011fi, l\u00fcks alg\u0131s\u0131, malzeme hissi ve insan temsili sat\u0131n alma karar\u0131n\u0131n par\u00e7as\u0131. Haz\u0131r giyim verisi beden ve g\u00f6r\u00fcn\u00fcm kaynakl\u0131 iade hassasiyetini ayr\u0131ca g\u00f6steriyor; kozmetik ve m\u00fccevher i\u00e7in ayn\u0131 oran varsay\u0131lamaz. Akademik literat\u00fcrde hedonik ve y\u00fcksek ilgilenimli kategorilerde AI g\u00f6rselin daha olumsuz alg\u0131land\u0131\u011f\u0131 raporlan\u0131yor.<\/div>\r\n        <\/details>\r\n        <details>\r\n          <summary>Hangi g\u00f6rsel tiplerinde AI daha d\u00fc\u015f\u00fck riskli?<\/summary>\r\n          <div>Kaynak plakadan t\u00fcretilen arka plan varyasyonlar\u0131, sezonluk sahne de\u011fi\u015fiklikleri, format ve en-boy oran\u0131 adaptasyonlar\u0131, moodboard ve konsept ara\u015ft\u0131rmas\u0131 ile onay \u00f6ncesi kampanya taslaklar\u0131. Ortak paydalar\u0131 \u015fu: \u00fcr\u00fcn\u00fcn fiziksel bilgisi de\u011fi\u015fmiyor. Yine de lisans, ki\u015filik hakk\u0131 ve platform kural\u0131 kontrol\u00fc gerekiyor.<\/div>\r\n        <\/details>\r\n        <details>\r\n          <summary>Hangi g\u00f6rsel tipinde AI kullan\u0131lmamal\u0131?<\/summary>\r\n          <div>Ana \u00fcr\u00fcn g\u00f6rseli, doku ve diki\u015f makrosu, model \u00fczerinde \u00fcr\u00fcn, \u00f6l\u00e7ek referans\u0131 ve kozmetik uygulama sonucu. Bunlar t\u00fcketicinin \u00fcr\u00fcn\u00fcn ger\u00e7ek niteli\u011fini okudu\u011fu g\u00f6rseller; hata do\u011frudan iadeye d\u00f6n\u00fc\u015f\u00fcyor. Ayr\u0131ca ger\u00e7ek bir ki\u015finin dijital kopyas\u0131n\u0131n \u00fcr\u00fcn tavsiye etmesi T\u00fcrkiye'de do\u011frudan yasak.<\/div>\r\n        <\/details>\r\n        <details>\r\n          <summary>T\u00fcketiciler arka plan AI'\u0131na tolerans g\u00f6steriyor mu?<\/summary>\r\n          <div>Evet. M\u00fcnster School of Business (FH M\u00fcnster) ve CECIRE'nin bir moda perakendecisi ortakl\u0131\u011f\u0131yla y\u00fcr\u00fctt\u00fc\u011f\u00fc ara\u015ft\u0131rma, t\u00fcketicilerin dekoratif ve arka plan g\u00f6rsellerinde yapay zek\u00e2ya belirli d\u00fczeyde m\u00fcsamaha g\u00f6sterdi\u011fini, ancak ki\u015fiselle\u015ftirilmi\u015f \u00fcr\u00fcn ve model foto\u011fraflar\u0131nda AI kullan\u0131m\u0131na son derece ele\u015ftirel yakla\u015ft\u0131\u011f\u0131n\u0131 do\u011fruluyor.<\/div>\r\n        <\/details>\r\n      <\/div>\r\n\r\n      <div class=\"lux-faq-group\"><h3>D \u00b7 T\u00fcrkiye Mevzuat\u0131<\/h3><\/div>\r\n      <div class=\"lux-faq\">\r\n        <details>\r\n          <summary>T\u00fcrkiye'de yapay zek\u00e2 ile \u00fcretilmi\u015f reklam g\u00f6rseli kullanmak yasal m\u0131?<\/summary>\r\n          <div>Kullanmak yasak de\u011fil; ancak 1 A\u011fustos 2026'da y\u00fcr\u00fcrl\u00fc\u011fe giren Ticari Reklam ve Haks\u0131z Ticari Uygulamalar Y\u00f6netmeli\u011fi de\u011fi\u015fikli\u011fi iki s\u0131n\u0131r \u00e7iziyor. Birincisi, yapay zek\u00e2 ile olu\u015fturulmu\u015f ve ger\u00e7ek insandan ay\u0131rt edilmesi g\u00fc\u00e7 dijital karakterlerin yer ald\u0131\u011f\u0131 reklamlarda bu durumun a\u00e7\u0131k, anla\u015f\u0131l\u0131r ve ay\u0131rt edilebilir bi\u00e7imde belirtilmesi zorunlu. \u0130kincisi, ger\u00e7ek bir ki\u015finin yapay zek\u00e2 ile olu\u015fturulmu\u015f dijital kopyas\u0131n\u0131n bir \u00fcr\u00fcn\u00fc deneyimledi\u011fi veya tavsiye etti\u011fi izlenimi veren reklamlar do\u011frudan yasak.<\/div>\r\n        <\/details>\r\n        <details>\r\n          <summary>T\u00fcrkiye'deki y\u00f6netmelik hangi tarihte yay\u0131mland\u0131 ve ne zaman y\u00fcr\u00fcrl\u00fc\u011fe girdi?<\/summary>\r\n          <div>Ticaret Bakanl\u0131\u011f\u0131 taraf\u0131ndan haz\u0131rlanan de\u011fi\u015fiklik y\u00f6netmeli\u011fi 1 Temmuz 2026 tarihli ve 33297 say\u0131l\u0131 Resm\u00ee Gazete'de yay\u0131mland\u0131; h\u00fck\u00fcmler 1 A\u011fustos 2026 itibar\u0131yla y\u00fcr\u00fcrl\u00fc\u011fe girdi.<\/div>\r\n        <\/details>\r\n        <details>\r\n          <summary>Her AI ile \u00fcretti\u011fim g\u00f6rseli etiketlemem gerekiyor mu?<\/summary>\r\n          <div>Hay\u0131r. \u00d6l\u00e7\u00fct kullan\u0131lan ara\u00e7 de\u011fil, ortalama t\u00fcketicide yarat\u0131lan izlenim. Her AI destekli arka plan, renk d\u00fczeltmesi veya soyut g\u00f6rsel ayn\u0131 kapsamda de\u011ferlendirilmeyebilir. Ancak ger\u00e7ek insan alg\u0131s\u0131 yaratan karakterler, y\u00fczler ve deneyim iddialar\u0131 s\u00f6z konusu oldu\u011funda a\u00e7\u0131klama gereklili\u011fi devreye giriyor. S\u0131n\u0131rda kalan durumlarda araca de\u011fil, reklam\u0131n ortalama t\u00fcketicide yarataca\u011f\u0131 izlenime bakmak daha g\u00fcvenli.<\/div>\r\n        <\/details>\r\n        <details>\r\n          <summary>T\u00fcrkiye'deki y\u00f6netmelik ba\u015fka hangi alanlar\u0131 d\u00fczenliyor?<\/summary>\r\n          <div>D\u00fczenleme geni\u015f kapsaml\u0131: \u00e7ocuklara y\u00f6nelik ki\u015fisel verilere dayal\u0131 profilleme ile hedefli reklam yasakland\u0131; influencer payla\u015f\u0131mlar\u0131nda \"reklam\" veya \"tan\u0131t\u0131m\" ibaresi zorunlu hale getirildi; hedefli reklamlarda g\u00f6sterim kriterlerinin a\u00e7\u0131klanmas\u0131 \u015fart\u0131 getirildi; \u00e7evresel beyanlarda \"\u00e7evre dostu\" gibi genel ifadelerin belgesiz kullan\u0131m\u0131 engellendi; akademik unvanlar\u0131n yan\u0131lt\u0131c\u0131 kullan\u0131m\u0131 yasakland\u0131; t\u00fcketici yorumlar\u0131na ili\u015fkin yeni kurallar geldi.<\/div>\r\n        <\/details>\r\n        <details>\r\n          <summary>T\u00fcrkiye'de AI g\u00f6rsel kurallar\u0131n\u0131n ihlali durumunda ne olur?<\/summary>\r\n          <div>Ticaret Bakanl\u0131\u011f\u0131 reklam ve tan\u0131t\u0131m i\u00e7eriklerinin mevzuata uygunlu\u011funu denetlemeye devam ediyor; ayk\u0131r\u0131l\u0131k halinde Reklam Kurulu \u00fczerinden idari yapt\u0131r\u0131m s\u00fcre\u00e7leri i\u015fletilebiliyor. Kampanya \u00f6zelinde hukuki de\u011ferlendirme i\u00e7in uzman g\u00f6r\u00fc\u015f\u00fc al\u0131nmal\u0131; bu yaz\u0131 hukuki dan\u0131\u015fmanl\u0131k yerine ge\u00e7mez.<\/div>\r\n        <\/details>\r\n      <\/div>\r\n\r\n      <div class=\"lux-faq-group\"><h3>E \u00b7 Avrupa Birli\u011fi ve Uluslararas\u0131 Mevzuat<\/h3><\/div>\r\n      <div class=\"lux-faq\">\r\n        <details>\r\n          <summary>AB'ye sat\u0131\u015f yap\u0131yorum. AI Act beni ba\u011flar m\u0131?<\/summary>\r\n          <div>Duruma ba\u011fl\u0131. AB d\u0131\u015f\u0131nda yerle\u015fik AI sistemi sa\u011flay\u0131c\u0131lar\u0131, sistem \u00e7\u0131kt\u0131s\u0131 AB'de kullan\u0131l\u0131yorsa kapsam i\u00e7inde olabilir. Perakendecinin y\u00fck\u00fcml\u00fcl\u00fc\u011f\u00fc ise sa\u011flay\u0131c\u0131\/deployer rol\u00fcne ve kullan\u0131m bi\u00e7imine ba\u011fl\u0131; yaln\u0131zca AB'ye kargo g\u00f6ndermek her Madde 50 y\u00fck\u00fcml\u00fcl\u00fc\u011f\u00fcn\u00fc otomatik do\u011furmaz. AB m\u00fc\u015fterisine do\u011frudan AI chatbot sunmak veya deepfake kullanmak ayr\u0131 analiz gerektirir.<\/div>\r\n        <\/details>\r\n        <details>\r\n          <summary>AB AI Act ertelendi mi?<\/summary>\r\n          <div>K\u0131smen. Digital Omnibus d\u00fczenlemesi 27 Temmuz 2026'da y\u00fcr\u00fcrl\u00fc\u011fe girdi ve y\u00fcksek riskli sistemlere ili\u015fkin y\u00fck\u00fcml\u00fcl\u00fckleri ileri tarihlere erteledi. Ancak Madde 50 \u015feffafl\u0131k y\u00fck\u00fcml\u00fcl\u00fckleri ertelenmedi; 2 A\u011fustos 2026 itibar\u0131yla uygulanabilir ve yapt\u0131r\u0131ma tabi. \"AI Act ertelendi\" \u015feklindeki genel alg\u0131 bu nedenle yan\u0131lt\u0131c\u0131.<\/div>\r\n        <\/details>\r\n        <details>\r\n          <summary>AI Act Madde 50 tam olarak ne istiyor?<\/summary>\r\n          <div>Rol bazl\u0131 y\u00fck\u00fcml\u00fcl\u00fck getiriyor: sa\u011flay\u0131c\u0131, do\u011frudan etkile\u015fimli AI sistemini kullan\u0131c\u0131y\u0131 bilgilendirecek ve sentetik \u00e7\u0131kt\u0131y\u0131 makine-okunabilir bi\u00e7imde i\u015faretleyecek \u015fekilde tasarlamal\u0131; deployer ise deepfake'i g\u00f6r\u00fcn\u00fcr bi\u00e7imde etiketlemeli, ayr\u0131ca kamu yarar\u0131na ili\u015fkin belirli AI metinlerini ve baz\u0131 biyometrik\/duygu sistemlerini a\u00e7\u0131klamal\u0131. Standart d\u00fczenleme i\u015flevleri ve dar istisnalar var. Bu nedenle her AI \u00fcr\u00fcn g\u00f6rseline ayn\u0131 g\u00f6r\u00fcn\u00fcr etiket \u015fart\u0131 yok.<\/div>\r\n        <\/details>\r\n        <details>\r\n          <summary>AB'de AI Act ihlalinin cezas\u0131 nedir?<\/summary>\r\n          <div>\u0130hlalin t\u00fcr\u00fcne g\u00f6re azami idari para cezas\u0131 15 milyon avro veya d\u00fcnya \u00e7ap\u0131ndaki y\u0131ll\u0131k cironun %3'\u00fcne kadar \u00e7\u0131kabilir. Bu bir tavan tutar, her vakada otomatik uygulanmaz. Yetki, ilgili sisteme g\u00f6re ulusal piyasa g\u00f6zetim otoriteleri, AI Ofisi veya di\u011fer yetkili kurumlarda olabilir.<\/div>\r\n        <\/details>\r\n      <\/div>\r\n\r\n      <div class=\"lux-faq-group\"><h3>F \u00b7 Telif ve M\u00fclkiyet<\/h3><\/div>\r\n      <div class=\"lux-faq\">\r\n        <details>\r\n          <summary>AI ile \u00fcretti\u011fim \u00fcr\u00fcn g\u00f6rselinin telifi bana ait mi?<\/summary>\r\n          <div>ABD'de yaln\u0131zca AI taraf\u0131ndan, yeterli insan yarat\u0131c\u0131 katk\u0131s\u0131 olmadan \u00fcretilen k\u0131s\u0131m telifle korunmaz. Y\u00fcksek Mahkeme'nin Thaler v. Perlmutter ba\u015fvurusunu reddetmesi alt mahkeme karar\u0131n\u0131 y\u00fcr\u00fcrl\u00fckte b\u0131rakt\u0131; ret karar\u0131 tek ba\u015f\u0131na yeni bir esas h\u00fck\u00fcm de\u011fil. \u0130nsan taraf\u0131ndan se\u00e7ilen, d\u00fczenlenen veya yarat\u0131c\u0131 bi\u00e7imde de\u011fi\u015ftirilen unsurlar somut olaya g\u00f6re korunabilir.<\/div>\r\n        <\/details>\r\n        <details>\r\n          <summary>Avrupa'da AI g\u00f6rsellerin telif durumu farkl\u0131 m\u0131?<\/summary>\r\n          <div>Ayn\u0131 y\u00f6nde. Amtsgericht M\u00fcnchen 13 \u015eubat 2026 tarihli karar\u0131nda, AI ile \u00fcretilen \u00fc\u00e7 logo tasar\u0131m\u0131n\u0131n Alman hukuku uyar\u0131nca eser korumas\u0131 kapsam\u0131na girmedi\u011fine h\u00fckmetti. Mahkeme farkl\u0131 prompt senaryolar\u0131n\u0131 inceledi ve 1.700 karakterlik ayr\u0131nt\u0131l\u0131 bir talimat\u0131n bile \u00e7\u0131kt\u0131n\u0131n ifade unsurlar\u0131n\u0131 belirlemeye yetmedi\u011fi sonucuna vard\u0131.<\/div>\r\n        <\/details>\r\n        <details>\r\n          <summary>Rakibim AI ile \u00fcretti\u011fim \u00fcr\u00fcn g\u00f6rselimi kullanabilir mi?<\/summary>\r\n          <div>G\u00f6rsel tamamen sentetikse ve anlaml\u0131 insan katk\u0131s\u0131 belgelenemiyorsa telif temelinde itiraz zorla\u015fabilir. Ancak \"rakip serbest\u00e7e kullanabilir\" sonucu otomatik de\u011fil; marka, tasar\u0131m, s\u00f6zle\u015fme, ki\u015filik hakk\u0131 ve haks\u0131z rekabet h\u00fck\u00fcmleri ayr\u0131ca uygulanabilir. Kaynak dosyalar\u0131 ve insan\u0131n yarat\u0131c\u0131 se\u00e7imlerini belgelemek hak iddian\u0131z\u0131 g\u00fc\u00e7lendirir.<\/div>\r\n        <\/details>\r\n        <details>\r\n          <summary>\"AI destekli\" ile \"AI \u00fcretimi\" aras\u0131ndaki \u00e7izgi nerede?<\/summary>\r\n          <div>Her iki karar da bu \u00e7izgiyi tam olarak belirlemedi; anlaml\u0131 insan katk\u0131s\u0131n\u0131n ne kadar olmas\u0131 gerekti\u011fi dava dava \u00e7\u00f6z\u00fcl\u00fcyor. Bu belirsizlikte en g\u00fcvenli konum, kaynak plakan\u0131n ger\u00e7ek bir foto\u011fraf olmas\u0131. Ger\u00e7ek \u00e7ekim \u00fczerine yap\u0131lan AI destekli d\u00fczenlemede insan yarat\u0131c\u0131 katk\u0131s\u0131 belgelenebilir. Uygulamada \u00e7ekim brief'lerini, set foto\u011fraflar\u0131n\u0131 ve d\u00fczenleme ge\u00e7mi\u015fini ar\u015fivlemek bu nedenle ticari de\u011fer ta\u015f\u0131yor.<\/div>\r\n        <\/details>\r\n      <\/div>\r\n\r\n      <div class=\"lux-faq-group\"><h3>G \u00b7 Pazaryeri ve Platform Kurallar\u0131<\/h3><\/div>\r\n      <div class=\"lux-faq\">\r\n        <details>\r\n          <summary>Pazaryerleri AI g\u00f6rseli yasakl\u0131yor mu?<\/summary>\r\n          <div>Tek bir ortak kural yok. Bu denetimde incelenen b\u00fcy\u00fck kanallar\u0131n \u00e7o\u011funda genel bir mutlak yasak bulunmad\u0131; buna kar\u015f\u0131l\u0131k kategori, b\u00f6lge, sentetik insan, reklam format\u0131 ve metadata a\u00e7\u0131s\u0131ndan \u00f6zel \u015fartlar var. Yanl\u0131\u015f \u00fcr\u00fcn temsili ise AI kullan\u0131ls\u0131n ya da kullan\u0131lmas\u0131n genel kurallar\u0131 ihlal edebilir.<\/div>\r\n        <\/details>\r\n        <details>\r\n          <summary>Amazon'da AI g\u00f6rsel i\u00e7in ne beyan etmem gerekiyor?<\/summary>\r\n          <div>Amazon'un kamuya a\u00e7\u0131k k\u0131lavuzunda fotoger\u00e7ek\u00e7i ve tamamen AI \u00fcretimi insan i\u00e7eren g\u00f6rseller i\u00e7in XMP <code>dc:subject<\/code> alan\u0131na <code>contains-synthetic-performer<\/code> anahtar s\u00f6zc\u00fc\u011f\u00fc eklenmesi isteniyor. Ger\u00e7ek ki\u015finin AI ile d\u00fczenlenmesi, fotoger\u00e7ek\u00e7i olmayan karakter veya insan i\u00e7ermeyen g\u00f6rseller bu \u00f6zel etiketin kapsam\u0131 d\u0131\u015f\u0131nda; genel \u00fcr\u00fcn do\u011frulu\u011fu kurallar\u0131 s\u00fcr\u00fcyor.<\/div>\r\n        <\/details>\r\n        <details>\r\n          <summary>Etsy'de AI g\u00f6rsel kurallar\u0131 neler?<\/summary>\r\n          <div>Sat\u0131c\u0131n\u0131n promptuyla AI kullan\u0131larak olu\u015fturulan \u00fcr\u00fcnler Etsy'de \"Designed by\" kapsam\u0131nda yer alabilir ve AI kullan\u0131m\u0131 listeleme a\u00e7\u0131klamas\u0131nda belirtilmelidir; prompt paketleri tek ba\u015f\u0131na sat\u0131lamaz. Kamuya a\u00e7\u0131k metin, her \u00fcr\u00fcn foto\u011fraf\u0131 i\u00e7in otomatik metadata taramas\u0131 yap\u0131ld\u0131\u011f\u0131 iddias\u0131n\u0131 do\u011frulam\u0131yor; \u00fcr\u00fcn\u00fcn kendisi ile listeleme g\u00f6rselini ay\u0131rarak okumak gerekiyor.<\/div>\r\n        <\/details>\r\n        <details>\r\n          <summary>Ayn\u0131 AI g\u00f6rseli birden fazla pazaryerinde kullanabilir miyim?<\/summary>\r\n          <div>Teknik olarak evet, ancak kanal kurallar\u0131 farkl\u0131. Google Merchant Center \u00fcretken AI g\u00f6rselinde IPTC <code>TrainedAlgorithmicMedia<\/code> etiketi istiyor; Amazon sentetik insan i\u00e7in farkl\u0131 bir XMP anahtar s\u00f6zc\u00fc\u011f\u00fc kullan\u0131yor; TikTok Ads a\u00e7\u0131klama arac\u0131 sunuyor. Meta'n\u0131n genel i\u00e7erik etiketi ile ma\u011faza \u00fcr\u00fcn g\u00f6rseli \u015fart\u0131 ayn\u0131 de\u011fil. SKU ve kanal bazl\u0131 bir beyan matrisi tutun.<\/div>\r\n        <\/details>\r\n      <\/div>\r\n\r\n      <div class=\"lux-faq-group\"><h3>H \u00b7 Teknik: Tespit, Filigran ve K\u00f6ken Do\u011frulama<\/h3><\/div>\r\n      <div class=\"lux-faq\">\r\n        <details>\r\n          <summary>AI g\u00f6rselleri ger\u00e7ekten tespit edilebiliyor mu?<\/summary>\r\n          <div>Bazen ve olas\u0131l\u0131ksal olarak. Desteklenen Google \u00e7\u0131kt\u0131lar\u0131 SynthID ta\u015f\u0131yabiliyor; Google Merchant Center IPTC, Amazon belirli sentetik insan g\u00f6rsellerinde XMP etiketi istiyor. C2PA ve metadata g\u00fc\u00e7l\u00fc k\u00f6ken sinyalleri, fakat silinebiliyor; g\u00f6rsel s\u0131n\u0131fland\u0131r\u0131c\u0131lar\u0131 yanl\u0131\u015f pozitif ve yanl\u0131\u015f negatif \u00fcretebiliyor. Tek bir tespit skoru kesin delil say\u0131lmamal\u0131.<\/div>\r\n        <\/details>\r\n        <details>\r\n          <summary>C2PA nedir, \u00fcr\u00fcn foto\u011fraf\u0131nda ne i\u015fe yarar?<\/summary>\r\n          <div>C2PA, i\u00e7eri\u011fin beyan edilen k\u00f6keni ve d\u00fczenleme ge\u00e7mi\u015fi i\u00e7in kriptografik manifest ta\u015f\u0131yan a\u00e7\u0131k bir standart; \"Content Credentials\" uygulamalar\u0131 bu standard\u0131 kullan\u0131yor. \u0130mzan\u0131n ge\u00e7erli olmas\u0131 i\u00e7eri\u011fin mutlak do\u011fru oldu\u011funu de\u011fil, kay\u0131t zincirinin do\u011frulanabildi\u011fini g\u00f6sterir. Ger\u00e7ek kamera \u00e7ekimi de sentetik i\u00e7erik de C2PA manifesti ta\u015f\u0131yabilir; manifestteki kaynak ve eylemler birlikte okunmal\u0131.<\/div>\r\n        <\/details>\r\n        <details>\r\n          <summary>C2PA imzas\u0131 k\u0131r\u0131lamaz m\u0131?<\/summary>\r\n          <div>Hay\u0131r, mutlak kan\u0131t de\u011fil. Nikon kendi kimlik do\u011frulama hizmetini ask\u0131ya ald\u0131 ve o d\u00f6nemde verdi\u011fi sertifikalar\u0131 ge\u00e7ersiz k\u0131ld\u0131; 2026 ortas\u0131 itibar\u0131yla hizmet geri d\u00f6nmedi. Sorun kriptografinin kendisi de\u011fildi \u2014 imzalar ge\u00e7erliydi; a\u00e7\u0131k, imzalay\u0131c\u0131ya manip\u00fcle edilmi\u015f i\u00e7erik beslenmesinden kaynakland\u0131. Ekosistem ger\u00e7ek ama hen\u00fcz olgun de\u011fil. Buna ra\u011fmen bug\u00fcn mevcut en g\u00fc\u00e7l\u00fc k\u00f6ken kan\u0131t\u0131.<\/div>\r\n        <\/details>\r\n        <details>\r\n          <summary>Retouch sonras\u0131 C2PA imzas\u0131 korunur mu?<\/summary>\r\n          <div>Ancak zincirdeki her arac\u0131n C2PA uyumlu olmas\u0131 ve ilgili i\u015flevin etkin olmas\u0131 halinde. Uyumsuz tek bir ara\u00e7 manifesti k\u0131rar. Ayr\u0131ca yayg\u0131n kullan\u0131lan baz\u0131 d\u00fczenleme uygulamalar\u0131nda k\u00f6ken bilgisi yaln\u0131zca belirli d\u0131\u015fa aktarma formatlar\u0131nda uygulanabiliyor. Bu nedenle k\u00f6ken do\u011frulama hizmeti sunmadan \u00f6nce retouch ak\u0131\u015f\u0131n\u0131 u\u00e7tan uca test etmek gerekiyor.<\/div>\r\n        <\/details>\r\n      <\/div>\r\n\r\n      <div class=\"lux-faq-group\"><h3>I \u00b7 Strateji, \u00c7er\u00e7eveleme ve \u0130leti\u015fim<\/h3><\/div>\r\n      <div class=\"lux-faq\">\r\n        <details>\r\n          <summary>AI kullan\u0131m\u0131m\u0131 m\u00fc\u015fteriye nas\u0131l anlatmal\u0131y\u0131m?<\/summary>\r\n          <div>Gerek\u00e7e, tekni\u011fin kendisinden daha belirleyici olabiliyor. Zhang ve Hur'un son deneyinde (n=212) \"gizlilik korumas\u0131\" gerek\u00e7esi AI g\u00f6rselleri insan yap\u0131m\u0131 g\u00f6rsellerle kar\u015f\u0131la\u015ft\u0131r\u0131labilir d\u00fczeye getirirken, \"maliyet verimlili\u011fi\" gerek\u00e7esi g\u00fcven ve sat\u0131n alma niyetini d\u00fc\u015f\u00fcrd\u00fc. Bunu evrensel bir psikoloji kural\u0131 de\u011fil, ileti\u015fim \u00e7er\u00e7evesinin \u00f6nemini g\u00f6steren deneysel bir bulgu olarak okuyun.<\/div>\r\n        <\/details>\r\n        <details>\r\n          <summary>Neden Levi's tepki ald\u0131 da Mango almad\u0131?<\/summary>\r\n          <div>Fark teknolojinin yan\u0131nda iddia ve ba\u011flamdayd\u0131. Levi's Mart 2023'te Lalaland.ai i\u015f birli\u011fini \u00e7e\u015fitlilik ve kapsay\u0131c\u0131l\u0131kla ili\u015fkilendirdi; tepkinin ard\u0131ndan plan\u0131n ger\u00e7ek modelleri azaltmayaca\u011f\u0131n\u0131 a\u00e7\u0131klad\u0131. Mango Temmuz 2024'te kampanyas\u0131n\u0131 operasyonel h\u0131z ve tasar\u0131m esnekli\u011fi \u00fczerinden anlatt\u0131; taranan kaynaklarda Levi's \u00f6l\u00e7\u00fcs\u00fcnde bir tepki dalgas\u0131na rastlanmad\u0131. \"Tepki yoktu\" kan\u0131tlanamaz; daha do\u011fru \u00e7\u0131kar\u0131m, sosyal de\u011fer iddias\u0131n\u0131n sentetik temsille daha hassas oldu\u011fu.<\/div>\r\n        <\/details>\r\n        <details>\r\n          <summary>\"AI ile \u00fcretilmi\u015ftir\" yazmak g\u00fcveni d\u00fc\u015f\u00fcrmez mi?<\/summary>\r\n          <div>\u00c7\u0131plak bir ibare d\u00fc\u015f\u00fcrebilir. NIM ara\u015ft\u0131rmas\u0131, AI etiketi alan g\u00f6rselin daha az duygusal, daha az inan\u0131l\u0131r ve daha az ak\u0131lda kal\u0131c\u0131 alg\u0131land\u0131\u011f\u0131n\u0131 g\u00f6steriyor. Ancak Journal of Advertising'de yay\u0131mlanan \u00e7al\u0131\u015fman\u0131n \u00fc\u00e7\u00fcnc\u00fc deneyi tabloyu tamaml\u0131yor: soyut ama\u00e7 mesaj\u0131 ta\u015f\u0131yan reklamlarda basit AI beyan\u0131n\u0131n yan\u0131na nitelikli bir \u015feffafl\u0131k a\u00e7\u0131klamas\u0131 eklenmesi marka de\u011ferlendirmelerini y\u00fckseltiyor. Yani sorun etiket de\u011fil, \u00e7\u0131plak etiket.<\/div>\r\n        <\/details>\r\n        <details>\r\n          <summary>Nitelikli \u015feffafl\u0131k beyan\u0131 nas\u0131l yaz\u0131l\u0131r?<\/summary>\r\n          <div>Ara\u015ft\u0131rmac\u0131lar\u0131n \u00f6nerisi \u00fc\u00e7 bile\u015fenli: AI kullan\u0131m\u0131n\u0131 a\u00e7\u0131klay\u0131n; a\u00e7\u0131klamay\u0131 markan\u0131n ger\u00e7ek d\u00fcnyadaki somut taahh\u00fcd\u00fcne dair bilgiyle birlikte sunun; ve AI'\u0131n nas\u0131l sorumlu bi\u00e7imde geli\u015ftirildi\u011fini anlat\u0131n. \u00d6rne\u011fin AI modelinin r\u0131zas\u0131 al\u0131nm\u0131\u015f ve lisanslanm\u0131\u015f ger\u00e7ek insan foto\u011fraflar\u0131 veri setiyle e\u011fitildi\u011finin a\u00e7\u0131klanmas\u0131 t\u00fcketici \u015f\u00fcphesini gideriyor.<\/div>\r\n        <\/details>\r\n        <details>\r\n          <summary>Guess ile H&amp;M aras\u0131ndaki fark neydi?<\/summary>\r\n          <div>\u0130kisi de AI kulland\u0131; fark\u0131 \u015feffafl\u0131\u011f\u0131n mimarisi yaratt\u0131. Guess'in Vogue A\u011fustos 2025 ilan\u0131ndaki a\u00e7\u0131klama sayfa k\u00f6\u015fesinde k\u00fc\u00e7\u00fck puntoydu; bunu fark eden bir TikTok videosu iki milyondan fazla izlendi ve tepki hem markaya hem dergiye y\u00f6neldi. H&amp;M ise 30 modelinin r\u0131zas\u0131n\u0131 alarak, telif \u00f6deyerek ve belirgin filigran kullanarak ilerledi; ele\u015ftiri ald\u0131 ama tart\u0131\u015fma aldatma \u00fczerinden de\u011fil i\u015f g\u00fcc\u00fc politikas\u0131 \u00fczerinden y\u00fcr\u00fcd\u00fc.<\/div>\r\n        <\/details>\r\n        <details>\r\n          <summary>\"No AI\" demek her marka i\u00e7in do\u011fru mu?<\/summary>\r\n          <div>Hay\u0131r. Baz\u0131 markalar i\u00e7in g\u00fc\u00e7l\u00fc bir g\u00fcven sinyali olabilir; baz\u0131lar\u0131 i\u00e7in daha do\u011fru strateji AI'y\u0131 a\u00e7\u0131k, s\u0131n\u0131rl\u0131 ve yard\u0131mc\u0131 rolde kullanmak. \"No AI\" bir slogan de\u011fil denetlenebilir bir taahh\u00fct olmal\u0131; do\u011frulanamayan beyan genel aldat\u0131c\u0131 reklam kurallar\u0131 a\u00e7\u0131s\u0131ndan risk ta\u015f\u0131yabilir. New York'un Haziran 2026'da y\u00fcr\u00fcrl\u00fc\u011fe giren yasas\u0131 ise daha dar kapsaml\u0131: sentetik oyuncu i\u00e7eren reklamlar\u0131n a\u00e7\u0131klanmas\u0131n\u0131 d\u00fczenliyor.<\/div>\r\n        <\/details>\r\n        <details>\r\n          <summary>G\u00f6rselin yapayl\u0131k alg\u0131s\u0131n\u0131 ba\u015fka nas\u0131l k\u0131rabilirim?<\/summary>\r\n          <div>Somut \u00fcr\u00fcn verisiyle. Ara\u015ft\u0131rmalar, g\u00f6rselin yan\u0131na eklenen do\u011frulanabilir teknik detaylar\u0131n yapayl\u0131k alg\u0131s\u0131n\u0131n olumsuz etkisini k\u0131rd\u0131\u011f\u0131n\u0131 g\u00f6steriyor. Kuma\u015f bile\u015fimi, tam beden aral\u0131\u011f\u0131, santimetre bazl\u0131 \u00f6l\u00e7\u00fcler, a\u011f\u0131rl\u0131k, malzeme sertifikalar\u0131 ve renk kodu sunuldu\u011funda t\u00fcketicinin oda\u011f\u0131 g\u00f6rselin \u00fcretim bi\u00e7iminden \u00fcr\u00fcn\u00fcn ger\u00e7ek niteli\u011fine kay\u0131yor.<\/div>\r\n        <\/details>\r\n      <\/div>\r\n\r\n      <div class=\"lux-faq-group\"><h3>J \u00b7 Maliyet, S\u00fcre\u00e7 ve Uygulama<\/h3><\/div>\r\n      <div class=\"lux-faq\">\r\n        <details>\r\n          <summary>AI g\u00f6rsel ne kadar ucuz?<\/summary>\r\n          <div>AI \u00fcretimi \u00e7o\u011fu g\u00f6revde \u00e7ok daha ucuz olabiliyor. Hakemli Hartmann\u2013Exner\u2013Domdey \u00e7al\u0131\u015fmas\u0131n\u0131n kontroll\u00fc genel pazarlama brief'inde DALL-E 3 g\u00f6rseli 0,04 dolar, g\u00f6revlendirilen freelancer g\u00f6rseli 100 dolard\u0131. Bu 2.500 katl\u0131k g\u00f6rev maliyeti fark\u0131 fiziksel SKU \u00e7ekiminin evrensel fiyat\u0131 de\u011fil; numune, model, set, renk y\u00f6netimi ve kullan\u0131m lisans\u0131 ayr\u0131 kalemler.<\/div>\r\n        <\/details>\r\n        <details>\r\n          <summary>Ger\u00e7ek prod\u00fcksiyonun uyum maliyeti nedir?<\/summary>\r\n          <div>AI'ya \u00f6zg\u00fc ek beyan y\u00fck\u00fc \u00e7o\u011fu ger\u00e7ek \u00e7ekimde do\u011fmaz; fakat toplam uyum maliyeti s\u0131f\u0131r de\u011fil. Model izni, ki\u015filik hakk\u0131, telif, \u00fcr\u00fcn do\u011frulu\u011fu, reklam iddialar\u0131 ve platform teknik kurallar\u0131 yine ge\u00e7erli. Ger\u00e7ek \u00e7ekimin avantaj\u0131, fiziksel kayna\u011f\u0131n ve insan yarat\u0131c\u0131 katk\u0131s\u0131n\u0131n daha kolay belgelenebilmesi.<\/div>\r\n        <\/details>\r\n        <details>\r\n          <summary>LUX Foto\u011fraf Video Prod\u00fcksiyon AI g\u00f6rsel \u00fcretimi de yap\u0131yor mu?<\/summary>\r\n          <div>Evet. LUX, m\u00fc\u015fterilerinin ihtiyac\u0131na g\u00f6re AI destekli foto\u011fraf ve video g\u00f6rselleri \u00fcretiyor. Ayn\u0131 zamanda \u0130stanbul ve Berlin st\u00fcdyolar\u0131nda ger\u00e7ek dekorlar, ger\u00e7ek modeller, ger\u00e7ek \u00fcr\u00fcnler ve ger\u00e7ek \u0131\u015f\u0131klarla profesyonel prod\u00fcksiyon \u00e7ekimleri sunuyor. Uygulamada tek bir ilkeye ba\u011fl\u0131 kal\u0131yoruz: \u00fcr\u00fcn\u00fc temsil eden her g\u00f6rselin kayna\u011f\u0131nda ger\u00e7ek bir \u00e7ekim var; AI t\u00fcrev katmanda \u00e7al\u0131\u015f\u0131yor.<\/div>\r\n        <\/details>\r\n        <details>\r\n          <summary>LUX Prod\u00fcksiyon bir projede AI kullan\u0131l\u0131p kullan\u0131lmayaca\u011f\u0131na nas\u0131l karar veriyor?<\/summary>\r\n          <div>Her proje i\u00e7in kategori, hedef kitle, b\u00fct\u00e7e, kullan\u0131m kanal\u0131 ve g\u00fcven riski birlikte de\u011ferlendiriliyor. Yakla\u015f\u0131m\u0131m\u0131z d\u00f6rt ilkeye dayan\u0131yor: kaynak plaka ilkesi (\u00fcr\u00fcn g\u00f6rseli her zaman ger\u00e7ek \u00e7ekimden do\u011far), beyan mimarisi (hangi katman\u0131n nas\u0131l \u00fcretildi\u011fi belgelenir), \u00e7er\u00e7eveleme dan\u0131\u015fmanl\u0131\u011f\u0131 (AI kullan\u0131m\u0131n\u0131n m\u00fc\u015fteriye nas\u0131l anlat\u0131laca\u011f\u0131 birlikte kurulur) ve talep halinde k\u00f6ken do\u011frulama se\u00e7ene\u011fi.<\/div>\r\n        <\/details>\r\n        <details>\r\n          <summary>E-ticarette ger\u00e7ek foto\u011fraf neden h\u00e2l\u00e2 g\u00fc\u00e7l\u00fc?<\/summary>\r\n          <div>Ger\u00e7ek foto\u011fraf her zaman daha g\u00fczel veya daha y\u00fcksek t\u0131klamal\u0131 oldu\u011fu i\u00e7in de\u011fil, fiziksel SKU'yu belgeleyebildi\u011fi i\u00e7in g\u00fc\u00e7l\u00fc. Ger\u00e7ek \u0131\u015f\u0131k, y\u00fczey, \u00f6l\u00e7ek ve do\u011fru renk y\u00f6netimi \u00fcr\u00fcn hakk\u0131nda kan\u0131t sunuyor. Buna insan yarat\u0131c\u0131 katk\u0131s\u0131n\u0131n belgelenmesi ve g\u00fcvenilir k\u00f6ken kayd\u0131 eklenebilir; yine de genel reklam ve hak y\u00f6netimi y\u00fck\u00fcml\u00fcl\u00fckleri devam ediyor.<\/div>\r\n        <\/details>\r\n      <\/div>\r\n    <\/div>\r\n  <\/section>\r\n\r\n  <section class=\"lux-section\">\r\n    <div class=\"lux-wrap\">\r\n      <div class=\"lux-final lux-narrow\">\r\n        <h2>Sonu\u00e7: Kazanan Strateji AI Kar\u015f\u0131tl\u0131\u011f\u0131 De\u011fil, Delil Odakl\u0131 G\u00f6rsel Y\u00f6netimi<\/h2>\r\n        <p>\r\n          E-ticarette g\u00f6rsel, \u00fcr\u00fcn\u00fcn dijital d\u00fcnyadaki v\u00fccududur. O v\u00fccudun inan\u0131l\u0131r olmas\u0131,\r\n          g\u00fczel olmas\u0131ndan \u00f6nce gelir. Yapay zek\u00e2 bu v\u00fccuda h\u0131z, varyasyon ve \u00fcretim esnekli\u011fi katabilir;\r\n          ama \u00fcr\u00fcn\u00fcn fiziksel bilgisini de\u011fi\u015ftirdi\u011fi anda t\u00fcketicinin do\u011frulama ihtiyac\u0131 ve markan\u0131n\r\n          temsil riski birlikte b\u00fcy\u00fcr.\r\n        <\/p>\r\n        <p>\r\n          Akademik literat\u00fcr tek bir evrensel h\u00fck\u00fcm vermiyor. Bu sayfadaki bulgular\u0131n pratik sentezi \u00fc\u00e7 risk alan\u0131na\r\n          i\u015faret ediyor. <strong>Yanl\u0131\u015f konumland\u0131rma<\/strong> \u2014 AI'\u0131n bir de\u011fer taahh\u00fcd\u00fcn\u00fcn ikamesi olarak sunulmas\u0131.\r\n          <strong>Kontrols\u00fcz \u00fcretim<\/strong> \u2014 \u00fcr\u00fcn\u00fcn fiziksel ger\u00e7ekli\u011fini bozan g\u00f6rsel anomaliler.\r\n          <strong>\u015eeffafl\u0131k eksikli\u011fi<\/strong> \u2014 gizlenmi\u015f ya da \u00e7\u0131plak b\u0131rak\u0131lm\u0131\u015f beyan.\r\n          Bu \u00fc\u00e7\u00fc y\u00f6netildi\u011finde AI operasyonel bir g\u00fc\u00e7 \u00e7arpan\u0131na d\u00f6n\u00fc\u015f\u00fcyor.\r\n        <\/p>\r\n        <p>\r\n          Ama sat\u0131lan \u00fcr\u00fcn\u00fcn ger\u00e7ekli\u011fini temsil eden ana g\u00f6rseller, model kareleri, kullan\u0131m sahneleri,\r\n          kuma\u015f\/doku\/renk g\u00f6sterimleri, kozmetik sonu\u00e7lar\u0131 ve sa\u011fl\u0131k iddialar\u0131 ger\u00e7ek bir kaynak plaka,\r\n          do\u011fru renk y\u00f6netimi ve \u015feffaf bir edit s\u00fcreciyle \u00fcretilmeli. Vinted \u00f6n bask\u0131s\u0131n\u0131n daha \u00f6l\u00e7\u00fcl\u00fc dersi de bu:\r\n          <strong>AI ve ger\u00e7ek foto\u011fraf\u0131n performans\u0131 mevsime, kategoriye, estetik kaliteye ve al\u0131c\u0131n\u0131n \u00fcr\u00fcn\u00fc\r\n          do\u011frulama ihtiyac\u0131na g\u00f6re de\u011fi\u015fiyor.<\/strong>\r\n        <\/p>\r\n        <p>\r\n          2026'n\u0131n getirdi\u011fi as\u0131l fark \u015fu: bu art\u0131k yaln\u0131zca bir kalite tercihi de\u011fil. T\u00fcrkiye ve Avrupa'da farkl\u0131\r\n          kapsaml\u0131 \u015feffafl\u0131k y\u00fck\u00fcml\u00fcl\u00fckleri y\u00fcr\u00fcrl\u00fckte, telif korumas\u0131n\u0131n s\u0131n\u0131rlar\u0131 insan katk\u0131s\u0131 \u00fczerinden\r\n          \u015fekilleniyor ve baz\u0131 b\u00fcy\u00fck kanallar metadata \u015fart\u0131 uyguluyor. Ger\u00e7ek prod\u00fcksiyonun bug\u00fcnk\u00fc de\u011feri\r\n          estetik \u00fcst\u00fcnl\u00fc\u011f\u00fcnden de\u011fil; <strong>delil de\u011ferinden, insan yarat\u0131c\u0131 katk\u0131s\u0131n\u0131n belgelenebilmesinden\r\n          ve fiziksel k\u00f6ken kayd\u0131ndan<\/strong> geliyor.\r\n        <\/p>\r\n        <p>\r\n          Biz LUX Foto\u011fraf Video Prod\u00fcksiyon olarak her iki d\u00fcnyay\u0131 da biliyoruz. Yapay zek\u00e2n\u0131n operasyonel g\u00fcc\u00fcn\u00fc\r\n          kullan\u0131rken, ger\u00e7ek prod\u00fcksiyonun ve insan g\u00f6z\u00fcyle kurulmu\u015f bir karenin \u00fcr\u00fcne katt\u0131\u011f\u0131 g\u00fcveni koruyoruz.\r\n        <\/p>\r\n      <\/div>\r\n\r\n      <div class=\"lux-cta\">\r\n        <h2>\u00dcr\u00fcnleriniz i\u00e7in do\u011fru g\u00f6rsel stratejisini birlikte kural\u0131m.<\/h2>\r\n        <p>LUX Foto\u011fraf Video Prod\u00fcksiyon | \u0130stanbul &amp; Berlin<\/p>\r\n        <div class=\"lux-btn-row\">\r\n          <a class=\"lux-btn lux-btn-primary\" href=\"https:\/\/burakbulut.net\/profesyonel-fotograf-video-cekimleri\/\" target=\"_blank\" rel=\"noopener\">\u00c7ekim Hizmetlerimiz<\/a>\r\n          <a class=\"lux-btn lux-btn-secondary\" href=\"https:\/\/burakbulut.net\/iletisim\" target=\"_blank\" rel=\"noopener\">\u0130leti\u015fime Ge\u00e7in<\/a>\r\n        <\/div>\r\n      <\/div>\r\n\r\n      <div class=\"lux-note lux-narrow\" style=\"margin-top:34px;\">\r\n        <p>\r\n          <strong>Yasal uyar\u0131:<\/strong> Bu yaz\u0131daki mevzuat \u00f6zetleri genel bilgilendirme ama\u00e7l\u0131d\u0131r ve hukuki\r\n          dan\u0131\u015fmanl\u0131k yerine ge\u00e7mez. Y\u00f6netmelik ve reg\u00fclasyon metinleri de\u011fi\u015febilir; kampanya ve listeleme\r\n          kararlar\u0131n\u0131zda g\u00fcncel resm\u00ee metinleri ve gerekirse hukuk m\u00fc\u015favirinizin g\u00f6r\u00fc\u015f\u00fcn\u00fc esas al\u0131n.\r\n          Platform politikalar\u0131 s\u0131k g\u00fcncellenir \u2014 b\u00fcy\u00fck bir katalog de\u011fi\u015fikli\u011fi \u00f6ncesinde ilgili sat\u0131c\u0131 panelindeki\r\n          g\u00fcncel politika sayfas\u0131n\u0131 teyit edin.\r\n        <\/p>\r\n      <\/div>\r\n\r\n      <details class=\"lux-sources\" id=\"kaynakca\">\r\n        <summary>Kaynak\u00e7a: Akademik \u00c7al\u0131\u015fmalar, T\u00fcketici Ara\u015ft\u0131rmalar\u0131, Mevzuat, Platform ve Bas\u0131n Kaynaklar\u0131<\/summary>\r\n        <div>\r\n\r\n          <p><strong>Kaynak okuma notu:<\/strong> Hakemli yay\u0131n, \u00f6n bask\u0131, kurum anketi ve resm\u00ee politika ayn\u0131 kan\u0131t\r\n          a\u011f\u0131rl\u0131\u011f\u0131na sahip de\u011fildir. Metinde bu t\u00fcrler ayr\u0131\u015ft\u0131r\u0131lm\u0131\u015f; birincil kayna\u011f\u0131 bulunamayan kesin oranlar\r\n          benchmark olmaktan \u00e7\u0131kar\u0131lm\u0131\u015ft\u0131r. Eri\u015fim ve politika denetim tarihi: 24 A\u011fustos 2026.<\/p>\r\n\r\n          <h4>Akademik yay\u0131nlar ve derlemeler<\/h4>\r\n          <p>Yaln\u0131zca <span class=\"lux-evidence lux-peer\">Hakemli<\/span> etiketi ta\u015f\u0131yan maddeler bu denetimde\r\n          dergi ve DOI kayd\u0131yla do\u011fruland\u0131; kurum notu, ansiklopedi maddesi ve bas\u0131n aktar\u0131m\u0131 ayr\u0131 belirtilir.<\/p>\r\n          <ol>\r\n            <li><span class=\"lux-evidence lux-peer\">Hakemli<\/span> Hartmann, J., Exner, Y., &amp; Domdey, S. (2025). The power of generative marketing: Can generative AI create superhuman visual marketing content? <em>International Journal of Research in Marketing<\/em>, 42(1), 13\u201331. <a href=\"https:\/\/doi.org\/10.1016\/j.ijresmar.2024.09.002\" target=\"_blank\" rel=\"noopener\">DOI<\/a> \u00b7 <a href=\"https:\/\/www.msl.mgt.tum.de\/en\/dm\/news\/article\/new-paper-alert-the-power-of-generative-ai-in-visual-marketing\/\" target=\"_blank\" rel=\"noopener\">TUM ara\u015ft\u0131rma \u00f6zeti<\/a>.<\/li>\r\n            <li><span class=\"lux-evidence lux-peer\">Hakemli<\/span> Xie, Q., Muralidharan, S., &amp; Phua, J. (2026). How Women Respond to Computer-Generated Inclusive Advertising: Advocating for Body Positivity in the Age of AI. <em>Journal of Advertising<\/em>. <a href=\"https:\/\/doi.org\/10.1080\/00913367.2026.2640989\" target=\"_blank\" rel=\"noopener\">DOI<\/a> \u00b7 <a href=\"https:\/\/www.smu.edu\/news\/research\/ai-models-in-body-positivity-ads-and-disclosure\" target=\"_blank\" rel=\"noopener\">SMU \u00f6zeti<\/a>.<\/li>\r\n            <li><span class=\"lux-evidence lux-peer\">Hakemli<\/span> Br\u00fcns, J. D., &amp; Mei\u00dfner, M. (2024). Do you create your content yourself? Using generative artificial intelligence for social media content creation diminishes perceived brand authenticity. <em>Journal of Retailing and Consumer Services<\/em>, 79, 103790. <a href=\"https:\/\/doi.org\/10.1016\/j.jretconser.2024.103790\" target=\"_blank\" rel=\"noopener\">DOI<\/a>.<\/li>\r\n            <li><span class=\"lux-evidence lux-peer\">Hakemli<\/span> Belanche, D., Ib\u00e1\u00f1ez-S\u00e1nchez, S., Jord\u00e1n, P., &amp; Matas, S. (2025). Customer reactions to generative AI vs. real images in high-involvement and hedonic services. <em>International Journal of Information Management<\/em>, 85, 102954. <a href=\"https:\/\/doi.org\/10.1016\/j.ijinfomgt.2025.102954\" target=\"_blank\" rel=\"noopener\">DOI<\/a>.<\/li>\r\n            <li><span class=\"lux-evidence lux-peer\">Hakemli<\/span> Cicek, M., Gursoy, D., &amp; Lu, L. (2025). Adverse impacts of revealing the presence of Artificial Intelligence technology in product and service descriptions on purchase intentions. <em>Journal of Hospitality Marketing &amp; Management<\/em>, 34(1), 1\u201323. <a href=\"https:\/\/doi.org\/10.1080\/19368623.2024.2368040\" target=\"_blank\" rel=\"noopener\">DOI<\/a>.<\/li>\r\n            <li>Zhang, L., &amp; Hur, C. (2025). The Impact of Generative AI Images on Consumer Attitudes in Advertising. <em>Administrative Sciences<\/em>, 15(10), 395. <a href=\"https:\/\/doi.org\/10.3390\/admsci15100395\" target=\"_blank\" rel=\"noopener\">DOI<\/a>.<\/li>\r\n            <li><span class=\"lux-evidence lux-peer\">Hakemli<\/span> To, R. N., Wu, Y. C., Kianian, P., &amp; Zhang, Z. (2025). When AI Doesn't Sell Prada: Why Using AI-Generated Advertisements Backfires for Luxury Brands. <em>Journal of Advertising Research<\/em>, 65(2), 202\u2013236. <a href=\"https:\/\/doi.org\/10.1080\/00218499.2025.2454120\" target=\"_blank\" rel=\"noopener\">DOI<\/a>.<\/li>\r\n            <li><span class=\"lux-evidence lux-industry\">Kurum notu<\/span> Buder, F., &amp; Unfried, M. (2025). <a href=\"https:\/\/www.nim.org\/en\/publications\/detail\/transparency-without-trust\" target=\"_blank\" rel=\"noopener\">Transparency without trust<\/a>. <em>NIM INSIGHTS<\/em>, 7, 36\u201341.<\/li>\r\n            <li><span class=\"lux-evidence lux-peer\">Hakemli<\/span> Bui, H. T., Filimonau, V., &amp; Sezerel, H. (2024). Ai-thenticity: Exploring the effect of perceived authenticity of AI-generated visual content on tourist patronage intentions. <em>Journal of Destination Marketing &amp; Management<\/em>, 34, 100956. <a href=\"https:\/\/doi.org\/10.1016\/j.jdmm.2024.100956\" target=\"_blank\" rel=\"noopener\">DOI<\/a>.<\/li>\r\n            <li><span class=\"lux-evidence lux-industry\">Ba\u015fvuru maddesi<\/span> Desveaud, K., &amp; Pavone, G. (2026). Consumer Perceptions of AI-Generated Marketing Content. In R. Ladhari (Ed.), <em>Encyclopedia of Artificial Intelligence in Marketing<\/em>. Springer, Cham. <a href=\"https:\/\/doi.org\/10.1007\/978-3-031-75316-9_94-1\" target=\"_blank\" rel=\"noopener\">DOI<\/a>.<\/li>\r\n            <li><span class=\"lux-evidence lux-industry\">Literat\u00fcr taramas\u0131<\/span> Baryshkov, K. (2026). Consumer Trust in AI-Generated Marketing Content: A Systematic Literature Review and Research Agenda. <em>American Impact Review<\/em>. <a href=\"https:\/\/doi.org\/10.66308\/air.e2026024\" target=\"_blank\" rel=\"noopener\">DOI<\/a>. Derginin hakemlik niteli\u011fi bu denetimde ba\u011f\u0131ms\u0131z olarak teyit edilemedi; hakemli birincil deney gibi kullan\u0131lmad\u0131.<\/li>\r\n            <li><span class=\"lux-evidence lux-industry\">Bas\u0131n aktar\u0131m\u0131<\/span> Sands, S. ve ark. Swinburne University of Technology \u2014 AI reklam aversiyonu \u00fczerine d\u00f6rt deneysel \u00e7al\u0131\u015fma. Aktaran: <a href=\"https:\/\/www.forbes.com\/sites\/melissawheeler\/2026\/05\/28\/ai-ads-trigger-backlash-heres-what-research-says-leaders-can-do\/\" target=\"_blank\" rel=\"noopener\">Forbes, 28 May\u0131s 2026<\/a>; tam hakemli makale k\u00fcnyesi bulunamad\u0131.<\/li>\r\n            <li><span class=\"lux-evidence lux-peer\">Hakemli<\/span> Mori, M. (2012). The uncanny valley [from the field]. K. MacDorman &amp; N. Kageki, \u00c7ev. <em>IEEE Robotics &amp; Automation Magazine<\/em>, 19(2), 98\u2013100. <a href=\"https:\/\/doi.org\/10.1109\/mra.2012.2192811\" target=\"_blank\" rel=\"noopener\">DOI<\/a> (Orijinal 1970).<\/li>\r\n          <\/ol>\r\n\r\n          <h4>Deneysel ve saha \u00e7al\u0131\u015fmalar\u0131<\/h4>\r\n          <ol start=\"14\">\r\n            <li><span class=\"lux-evidence lux-peer\">Hakemli<\/span> <em>Tainted by technology? The effect of AI-generated image labels on consumers' food purchase intentions<\/em>. (2026). <em>British Food Journal<\/em>, 128(6), 2214\u20132230. <a href=\"https:\/\/doi.org\/10.1108\/BFJ-08-2025-1101\" target=\"_blank\" rel=\"noopener\">DOI<\/a>. \u00dc\u00e7 senaryo deneyi; alg\u0131lanan \u00f6zg\u00fcnl\u00fck, sat\u0131c\u0131 \u00e7abas\u0131 ve fiyat primi.<\/li>\r\n            <li><span class=\"lux-evidence lux-peer\">Hakemli<\/span> Israfilzade, K. (2025). AI-generated versus human-created advertising: Effects on consumer trust and purchase intent. <em>Equilibrium Quarterly Journal of Economics and Economic Policy<\/em>, 20(4), 1301\u20131337. <a href=\"https:\/\/doi.org\/10.24136\/eq.4038\" target=\"_blank\" rel=\"noopener\">DOI<\/a>. 2\u00d72 tasar\u0131m; at\u0131\u015ft\u0131rmal\u0131k ve diz\u00fcst\u00fc bilgisayar.<\/li>\r\n            <li>AI kullan\u0131m motivasyonunun d\u00fczenleyici rol\u00fc \u00fczerine Zhang &amp; Hur deneyleri (n=130, n=79, son deney n=212) \u2014 \"gizlilik korumas\u0131\" ve \"maliyet verimlili\u011fi\" gerek\u00e7elerinin kar\u015f\u0131la\u015ft\u0131rmal\u0131 etkisi.<\/li>\r\n            <li>M\u00fcnster School of Business (FH M\u00fcnster) &amp; CECIRE, Ernsting's family ortakl\u0131\u011f\u0131yla y\u00fcr\u00fct\u00fclen moda perakendesi ara\u015ft\u0131rmas\u0131 \u2014 dekoratif g\u00f6rsellerde k\u0131smi kabul, ki\u015fisel ve model g\u00f6rsellerinde y\u00fcksek ele\u015ftiri.<\/li>\r\n            <li><span class=\"lux-evidence lux-preprint\">\u00d6n bask\u0131<\/span> Pec, M., Proszowska, A., &amp; Rzewnis, G. (2026). When Do AI-Generated Product Images Work? Visual Authenticity, Trust and Seasonal Engagement in C2C E-Commerce. <a href=\"https:\/\/doi.org\/10.20944\/preprints202608.0486.v1\" target=\"_blank\" rel=\"noopener\">DOI \/ Preprints.org<\/a>. Hakemli de\u011fildir; iki Vinted dalgas\u0131nda mevsimsel tersine d\u00f6n\u00fc\u015f raporlar.<\/li>\r\n            <li>Kishnani, D. (2025). <em>The Uncanny Valley: An Empirical Study on Human Perceptions of AI-Generated Text and Images<\/em> (tez).<\/li>\r\n          <\/ol>\r\n\r\n          <h4>T\u00fcketici ara\u015ft\u0131rmalar\u0131 ve sekt\u00f6r verisi<\/h4>\r\n          <ol start=\"20\">\r\n            <li><span class=\"lux-evidence lux-industry\">Kurum anketi<\/span> The Harris Poll, 4A's &amp; Infillion (Haziran 2026). AI \u00fcretimi reklam ve t\u00fcketici g\u00fcveni ara\u015ft\u0131rmas\u0131. <a href=\"https:\/\/theharrispoll.com\/articles\/what-we-learned-at-cannes-lions-2026\/\" target=\"_blank\" rel=\"noopener\">Birincil \u00f6zet<\/a>. Kamuya a\u00e7\u0131k \u00f6zet \u00f6rneklem b\u00fcy\u00fckl\u00fc\u011f\u00fcn\u00fc vermedi\u011fi i\u00e7in metinde \u00f6rneklem say\u0131s\u0131 kullan\u0131lmad\u0131.<\/li>\r\n            <li><span class=\"lux-evidence lux-industry\">Kurum anketi<\/span> IAB &amp; Sonata Insights (2026). <a href=\"https:\/\/www.iab.com\/insights\/the-ai-gap-widens\/\" target=\"_blank\" rel=\"noopener\"><em>The AI Ad Gap Widens<\/em><\/a>. 505 ABD'li Z\/Y ku\u015fa\u011f\u0131 t\u00fcketici ve 104 reklam y\u00f6neticisi; Ekim 2025\u2013Ocak 2026.<\/li>\r\n            <li>Fractl &amp; Search Engine Land (Haziran 2026). <a href=\"https:\/\/searchengineland.com\/ai-search-adoption-rises-consumer-trust-declines-study-480338\" target=\"_blank\" rel=\"noopener\">AI search adoption rises as consumer trust declines<\/a> (1.008 ABD t\u00fcketicisi, 150 pazarlamac\u0131). AI arama ve genel i\u00e7erik ara\u015ft\u0131rmas\u0131d\u0131r; \u00fcr\u00fcn foto\u011fraf\u0131 deneyi de\u011fildir.<\/li>\r\n            <li>DoubleVerify (2026). <em>Global Insights: Media Quality in the Age of AI<\/em> \u2014 EMEA edisyonu. Aktaran: Advanced Television \u2014 https:\/\/www.advanced-television.com\/2026\/08\/06\/study-ai-slop-poses-growing-risk-to-brand-trust<\/li>\r\n            <li>Klaviyo (2026). <a href=\"https:\/\/www.klaviyo.com\/solutions\/ai\/consumer-trust-in-ai\" target=\"_blank\" rel=\"noopener\">Consumer Trust in AI: What Brands Need to Know<\/a>. Sayfadaki %61 n\u00f6tr \/ %32 daha az g\u00fcven bulgular\u0131 kullan\u0131ld\u0131.<\/li>\r\n            <li>Clutch (Haziran 2026). AI in Branding ara\u015ft\u0131rmas\u0131 (408 t\u00fcketici). https:\/\/clutch.co\/resources\/ai-in-branding<\/li>\r\n            <li><span class=\"lux-evidence lux-industry\">Kurum anketi<\/span> Gartner (16 Mart 2026). <a href=\"https:\/\/www.gartner.com\/en\/newsroom\/press-releases\/2026-03-16-gartner-marketing-survey-finds-50-percent-of-consumers-prefer-brands-that-avoid-using-genai-in-consumer-facing-content0\" target=\"_blank\" rel=\"noopener\">50% of Consumers Prefer Brands That Avoid Using GenAI<\/a>. Ekim 2025'te 1.539 ABD t\u00fcketicisi.<\/li>\r\n            <li>Cint (2026). 63% of U.S. Consumers Believe that Brands have a Moral Duty to Disclose AI-generated Content. https:\/\/www.cint.com\/newsroom\/63-of-u-s-consumers-believe-that-brands-have-a-moral-duty-to-disclose-ai-generated-content\/<\/li>\r\n            <li>EMARKETER (2026). Shoppers aren't impressed by AI-generated marketing. https:\/\/www.emarketer.com\/content\/shoppers-aren-t-impressed-by-ai-generated-marketing<\/li>\r\n            <li>Emplifi (2026). AI and authentic reviews: what consumers really trust. https:\/\/emplifi.io\/resources\/infographic-ai-and-authentic-reviews-what-consumers-really-trust\/<\/li>\r\n            <li><span class=\"lux-evidence lux-industry\">Ara\u015ft\u0131rma<\/span> Pew Research Center (17 Eyl\u00fcl 2025). <a href=\"https:\/\/www.pewresearch.org\/science\/2025\/09\/17\/how-americans-view-ai-and-its-impact-on-people-and-society\/\" target=\"_blank\" rel=\"noopener\">How Americans View AI and Its Impact<\/a>. %76\/%53 bulgular\u0131 genel ABD medya ba\u011flam\u0131ndad\u0131r.<\/li>\r\n            <li>Storyblok &amp; OnePoll (2023). <a href=\"https:\/\/www.storyblok.com\/mp\/consumer-holiday-trust-survey\" target=\"_blank\" rel=\"noopener\">1.000 t\u00fcketiciyle AI sat\u0131n alma \u00f6nerisi anketi<\/a>. Ayr\u0131 \u00e7al\u0131\u015fma: Storyblok &amp; OnePoll (2022), <a href=\"https:\/\/www.storyblok.com\/mp\/poor-website-user-experience\" target=\"_blank\" rel=\"noopener\">6.000 ki\u015fiyle genel web deneyimi ve sepet terki<\/a>.<\/li>\r\n            <li><span class=\"lux-evidence lux-industry\">Kurum ara\u015ft\u0131rmas\u0131<\/span> Lee, C. H. (2025). <a href=\"https:\/\/conjointly.com\/blog\/real-vs-ai-images-2025\/\" target=\"_blank\" rel=\"noopener\">Can consumers distinguish between real and AI images in 2025?<\/a> 301 ABD'li yeti\u015fkin; 2023 ve 2024 dalgalar\u0131yla kar\u015f\u0131la\u015ft\u0131rma.<\/li>\r\n            <li><span class=\"lux-evidence lux-industry\">Sekt\u00f6r verisi<\/span> NRF &amp; Happy Returns (2025). <a href=\"https:\/\/nrf.com\/research\/2025-retail-returns-landscape\" target=\"_blank\" rel=\"noopener\">2025 Retail Returns Landscape<\/a>: \u00e7evrim i\u00e7i sat\u0131\u015flarda tahmini %19,3 iade.<\/li>\r\n            <li>Coresight Research \/ 3DLOOK (2023). <a href=\"https:\/\/coresight.com\/research\/the-true-cost-of-apparel-returns-alarming-return-rates-require-loss-minimization-solutions\/\" target=\"_blank\" rel=\"noopener\">The True Cost of Apparel Returns<\/a>. 3DLOOK sponsorlu, 100 ABD'li karar verici; online haz\u0131r giyimde %24,4.<\/li>\r\n            <li>Stylitics &amp; Aha Studio (2026). <a href=\"https:\/\/stylitics.com\/resources\/blog\/ai-fashion-photography\/\" target=\"_blank\" rel=\"noopener\">On-Model AI Imagery in Fashion<\/a>. 411 al\u0131\u015fveri\u015f\u00e7i; \u015firket destekli anket, beyan edilen tutum.<\/li>\r\n          <\/ol>\r\n\r\n          <h4>Mevzuat ve i\u00e7tihat<\/h4>\r\n          <ol start=\"36\">\r\n            <li><span class=\"lux-evidence lux-official\">Resm\u00ee<\/span> T.C. Ticaret Bakanl\u0131\u011f\u0131 (1 Temmuz 2026). <a href=\"https:\/\/ticaret.gov.tr\/haberler\/ticaret-bakanligi-tarafindan-ticari-reklam-ve-haksiz-ticari-uygulamalar-yonetmeliginde-yapilan-degisikliklerle-tuketicilerin-aldatici-reklam-ve-ticari-uygulamalara-karsi-korunmasi-guclendiriliyor\" target=\"_blank\" rel=\"noopener\">Ticari Reklam ve Haks\u0131z Ticari Uygulamalar Y\u00f6netmeli\u011fi de\u011fi\u015fikli\u011fi \u00f6zeti<\/a>. Resm\u00ee Gazete say\u0131 33297; y\u00fcr\u00fcrl\u00fck 1 A\u011fustos 2026.<\/li>\r\n            <li><span class=\"lux-evidence lux-official\">Resm\u00ee<\/span> Avrupa Komisyonu. <a href=\"https:\/\/digital-strategy.ec.europa.eu\/en\/faqs\/transparency-obligations-under-article-50-ai-act\" target=\"_blank\" rel=\"noopener\">Transparency obligations under Article 50 of the AI Act<\/a>.<\/li>\r\n            <li>Avrupa Komisyonu. Guidelines on transparency obligations for providers and deployers of certain AI systems. https:\/\/digital-strategy.ec.europa.eu\/en\/policies\/guidelines-ai-transparency-obligations<\/li>\r\n            <li><span class=\"lux-evidence lux-official\">Resm\u00ee<\/span> <a href=\"https:\/\/eur-lex.europa.eu\/eli\/reg\/2026\/1744\/oj\/eng\" target=\"_blank\" rel=\"noopener\">Regulation (EU) 2026\/1744 \u2014 Digital Omnibus on AI<\/a>. Y\u00fcr\u00fcrl\u00fck: 27 Temmuz 2026 \u00b7 <a href=\"https:\/\/digital-strategy.ec.europa.eu\/en\/news\/ai-omnibus-enters-force\" target=\"_blank\" rel=\"noopener\">Avrupa Komisyonu \u00f6zeti<\/a>.<\/li>\r\n            <li>Goodwin (A\u011fustos 2026). Not Delayed, Not Deferred: EU AI Act Transparency Obligations Are Now in Force. https:\/\/www.goodwinlaw.com\/en\/insights\/publications\/2026\/08\/alerts-technology-dpc-eu-ai-act-transparency-obligations-now-in-force<\/li>\r\n            <li>Morgan Lewis (A\u011fustos 2026). The EU AI Act's Transparency Rules: What Went Into Effect on 2 August. https:\/\/www.morganlewis.com\/blogs\/sourcingatmorganlewis\/2026\/08\/eu-ai-acts-transparency-rules-what-went-into-effect-on-2-august<\/li>\r\n            <li>U.S. Copyright Office (29 Ocak 2025). <a href=\"https:\/\/www.copyright.gov\/ai\/\" target=\"_blank\" rel=\"noopener\">Copyright and Artificial Intelligence, Part 2: Copyrightability<\/a>.<\/li>\r\n            <li><span class=\"lux-evidence lux-official\">Resm\u00ee<\/span> <a href=\"https:\/\/www.supremecourt.gov\/docket\/docketfiles\/html\/public\/25-449.html\" target=\"_blank\" rel=\"noopener\">Thaler v. Perlmutter, No. 25-449<\/a> (U.S. 2 Mart 2026), cert. denied. Y\u00fcksek Mahkeme ba\u015fvuruyu esastan karara ba\u011flamad\u0131; insan eser sahipli\u011fi arayan alt mahkeme karar\u0131 bu dosyada y\u00fcr\u00fcrl\u00fckte kald\u0131.<\/li>\r\n            <li><span class=\"lux-evidence lux-official\">Mahkeme karar\u0131<\/span> Amtsgericht M\u00fcnchen, 13 \u015eubat 2026, 142 C 9786\/25. <a href=\"https:\/\/www.gesetze-bayern.de\/Content\/Document\/Y-300-Z-BECKRS-B-2026-N-1513\" target=\"_blank\" rel=\"noopener\">Bayern.Recht karar metni<\/a>.<\/li>\r\n            <li><span class=\"lux-evidence lux-official\">Resm\u00ee<\/span> New York State (9 Haziran 2026). <a href=\"https:\/\/www.governor.ny.gov\/news\/governor-hochul-announces-first-nation-law-requiring-disclosure-when-advertisements-include-ai\" target=\"_blank\" rel=\"noopener\">Sentetik oyuncu i\u00e7eren reklamlarda a\u00e7\u0131klama yasas\u0131<\/a> \u00b7 <a href=\"https:\/\/www.nysenate.gov\/legislation\/laws\/GBS\/396-B\" target=\"_blank\" rel=\"noopener\">General Business Law \u00a7 396-b<\/a>.<\/li>\r\n            <li>Federal Trade Commission (2024). FTC Announces Crackdown on Deceptive AI Claims and Schemes. https:\/\/www.ftc.gov\/news-events\/news\/press-releases\/2024\/09\/ftc-announces-crackdown-deceptive-ai-claims-schemes<\/li>\r\n          <\/ol>\r\n\r\n          <h4>Platform politikalar\u0131 ve teknik standartlar<\/h4>\r\n          <ol start=\"47\">\r\n            <li><span class=\"lux-evidence lux-official\">Platform<\/span> Etsy Seller Handbook. <a href=\"https:\/\/www.etsy.com\/seller-handbook\/article\/1275449912004\" target=\"_blank\" rel=\"noopener\">What is Etsy's stance on AI creations?<\/a><\/li>\r\n            <li><span class=\"lux-evidence lux-official\">Platform<\/span> Amazon Seller Central. <a href=\"https:\/\/sellercentral.amazon.com\/help\/hub\/reference\/external\/G1881\" target=\"_blank\" rel=\"noopener\">Product image guide<\/a> \u00b7 <a href=\"https:\/\/sellercentral.amazon.com\/help\/hub\/reference\/external\/GFXHCHYZRGJRBZA5\" target=\"_blank\" rel=\"noopener\">How to tag media that contains an AI-generated person<\/a>.<\/li>\r\n            <li><span class=\"lux-evidence lux-official\">Platform<\/span> Google Merchant Center. <a href=\"https:\/\/support.google.com\/merchants\/answer\/14743464?hl=en\" target=\"_blank\" rel=\"noopener\">AI-generated content and IPTC metadata<\/a>.<\/li>\r\n            <li><span class=\"lux-evidence lux-official\">Platform<\/span> TikTok Ads. <a href=\"https:\/\/ads.tiktok.com\/help\/article\/tiktok-ads-policy-misleading-and-false-content\" target=\"_blank\" rel=\"noopener\">Misleading and false content policy<\/a> \u00b7 <a href=\"https:\/\/ads.tiktok.com\/help\/article\/add-disclaimers-to-ads\" target=\"_blank\" rel=\"noopener\">AI-generated content disclaimer<\/a>.<\/li>\r\n            <li>Meta (2024). Our Approach to Labeling AI-Generated Content and Manipulated Media. https:\/\/about.fb.com\/news\/2024\/04\/metas-approach-to-labeling-ai-generated-content-and-manipulated-media\/<\/li>\r\n            <li>YouTube (2026). Improving AI labels for viewers and creators. https:\/\/blog.youtube\/news-and-events\/improving-ai-labels-viewers-creators\/<\/li>\r\n            <li>C2PA. Verifying Media Content Sources. https:\/\/c2pa.org\/<\/li>\r\n            <li>Sony. Camera Authenticity Solution \u2014 desteklenen g\u00f6vdeler ve do\u011frulama hizmeti. https:\/\/authenticity.sony.net\/camera\/en-us\/<\/li>\r\n            <li>Google DeepMind (20 Kas\u0131m 2025). Introducing Nano Banana Pro (Gemini 3 Pro Image). https:\/\/blog.google\/innovation-and-ai\/products\/nano-banana-pro\/<\/li>\r\n            <li>TechCrunch (20 Kas\u0131m 2025). Google releases Nano Banana Pro, its latest image-generation model. https:\/\/techcrunch.com\/2025\/11\/20\/google-releases-nano-banana-pro-its-latest-image-generation-model\/<\/li>\r\n          <\/ol>\r\n\r\n          <h4>Marka vakalar\u0131 ve bas\u0131n<\/h4>\r\n          <ol start=\"57\">\r\n            <li><span class=\"lux-evidence lux-official\">Birincil<\/span> Merriam-Webster (2025). <a href=\"https:\/\/www.merriam-webster.com\/wordplay\/word-of-the-year\" target=\"_blank\" rel=\"noopener\">\"Slop\" \u2014 2025 Word of the Year<\/a> \u00b7 Macquarie Dictionary (2025). <a href=\"https:\/\/www.macquariedictionary.com.au\/macquarie-dictionary-word-of-the-year-for-2025\/\" target=\"_blank\" rel=\"noopener\">\"AI slop\" \u2014 Word of the Year<\/a>.<\/li>\r\n            <li><span class=\"lux-evidence lux-official\">Marka kayna\u011f\u0131<\/span> Mango Fashion Group (10 Temmuz 2024). <a href=\"https:\/\/mangofashiongroup.com\/en\/w\/mango-crea-la-primera-campa%C3%B1a-generada-con-inteligencia-artificial-para-su-l%C3%ADnea-teen\" target=\"_blank\" rel=\"noopener\">Mango Teen \/ Sunset Dream AI kampanyas\u0131<\/a>.<\/li>\r\n            <li><span class=\"lux-evidence lux-official\">Marka kayna\u011f\u0131<\/span> Zalando (7 May\u0131s 2025). <a href=\"https:\/\/corporate.zalando.com\/en\/technology\/zalando-explores-digital-twins-high-fidelity-replicas-real-models\" target=\"_blank\" rel=\"noopener\">AI i\u00e7erik ve dijital ikiz pilotu<\/a>. Q4 2024 editoryal kampanya varl\u0131klar\u0131n\u0131n yakla\u015f\u0131k %70'i.<\/li>\r\n            <li><span class=\"lux-evidence lux-official\">Marka kayna\u011f\u0131<\/span> H&amp;M Group (2 Temmuz 2025). <a href=\"https:\/\/hmgroup.com\/news\/hm-continues-its-exploration-of-creativity-with-ai\/\" target=\"_blank\" rel=\"noopener\">Dijital ikizlerle ilk g\u00f6rsel seti<\/a>.<\/li>\r\n            <li>The Guardian, The Independent, The New York Times (Mart 2023) \u2014 Levi Strauss &amp; Co. ve Lalaland.ai i\u015f birli\u011fine y\u00f6nelik tepki haberleri.<\/li>\r\n            <li>TechCrunch (3 A\u011fustos 2025). The uproar over Vogue's AI-generated ad isn't just about fashion. https:\/\/techcrunch.com\/2025\/08\/03\/the-uproar-over-vogues-ai-generated-ad-isnt-just-about-fashion<\/li>\r\n            <li>Forbes (29 Temmuz 2025). Vogue Erupts: AI-Generated Models Spark Reader Fury And Industry Panic. https:\/\/www.forbes.com\/sites\/moinroberts-islam\/2025\/07\/29\/vogue-erupts-ai-generated-models-spark-reader-fury-and-industry-panic\/<\/li>\r\n            <li>FashionNetwork (2025). Vogue US faces backlash over Guess ad featuring AI-generated model. https:\/\/us.fashionnetwork.com\/news\/Vogue-us-faces-backlash-over-guess-ad-featuring-ai-generated-model,1754907.html<\/li>\r\n            <li>Retail Dive. Aerie \"100% Aerie Real\" kampanyas\u0131 ve AI kar\u015f\u0131t\u0131 taahh\u00fct. https:\/\/retaildive.com\/news\/aerie-real-pamela-anderson-campaign-against-ai-advertising\/815942\/<\/li>\r\n            <li>DesignRush (2026). 7 Brands Using 'No AI' Disclaimers to Win Consumer Trust. https:\/\/news.designrush.com\/no-ai-disclaimers-brands-consumer-trust-2026<\/li>\r\n            <li>EMARKETER. AI in retail: Balancing automation with the human touch (Coca-Cola vakas\u0131). https:\/\/www.emarketer.com\/content\/ai-retail-balancing-automation-with-human-touch<\/li>\r\n            <li>Moneywise (2026). 'Cheap' and 'lazy': How AI-generated images signal lower quality. https:\/\/moneywise.com\/life\/lifestyle\/ai-generated-images-brand-quality-human-made-luxury<\/li>\r\n          <\/ol>\r\n\r\n        <\/div>\r\n      <\/details>\r\n    <\/div>\r\n  <\/section>\r\n\r\n  <script type=\"application\/ld+json\">\r\n{\r\n  \"@context\": \"https:\/\/schema.org\",\r\n  \"@graph\": [\r\n    {\r\n      \"@type\": \"Article\",\r\n      \"@id\": \"https:\/\/burakbulut.net\/e-ticarette-ai-gorseller-mi-gercek-fotograflar-mi\/#article\",\r\n      \"headline\": \"AI G\u00f6rseller mi, Ger\u00e7ek Foto\u011fraflar m\u0131? E-Ticarette Hangisi Daha \u00c7ok Sat\u0131yor?\",\r\n      \"description\": \"2024\u20132026 akademik ara\u015ft\u0131rmalar\u0131, t\u00fcketici g\u00fcven verileri, iade ekonomisi, T\u00fcrkiye ve AB mevzuat\u0131 ile pazaryeri politikalar\u0131 \u0131\u015f\u0131\u011f\u0131nda e-ticarette yapay zeka g\u00f6rselleri ile ger\u00e7ek \u00fcr\u00fcn foto\u011fraflar\u0131n\u0131n kar\u015f\u0131la\u015ft\u0131rmal\u0131 analizi.\",\r\n      \"inLanguage\": \"tr-TR\",\r\n      \"datePublished\": \"2026-06-01\",\r\n      \"dateModified\": \"2026-08-24\",\r\n      \"mainEntityOfPage\": \"https:\/\/burakbulut.net\/e-ticarette-ai-gorseller-mi-gercek-fotograflar-mi\/\",\r\n      \"author\": {\r\n        \"@type\": \"Person\",\r\n        \"name\": \"Burak Bulut Y\u0131ld\u0131r\u0131m\",\r\n        \"jobTitle\": \"Foto\u011fraf\u00e7\u0131, Kurucu\",\r\n        \"sameAs\": [\r\n          \"https:\/\/www.wikidata.org\/wiki\/Q140795008\",\r\n          \"https:\/\/burakbulut.info\",\r\n          \"https:\/\/burakbulut.org\"\r\n        ]\r\n      },\r\n      \"publisher\": {\r\n        \"@id\": \"https:\/\/burakbulut.net\/#organization\"\r\n      },\r\n      \"about\": [\r\n        {\r\n          \"@type\": \"Thing\",\r\n          \"name\": \"Yapay zeka ile g\u00f6rsel \u00fcretimi\"\r\n        },\r\n        {\r\n          \"@type\": \"Thing\",\r\n          \"name\": \"E-ticaret \u00fcr\u00fcn foto\u011fraf\u00e7\u0131l\u0131\u011f\u0131\"\r\n        },\r\n        {\r\n          \"@type\": \"Thing\",\r\n          \"name\": \"T\u00fcketici g\u00fcveni\"\r\n        },\r\n        {\r\n          \"@type\": \"Thing\",\r\n          \"name\": \"AI \u015feffafl\u0131k mevzuat\u0131\"\r\n        }\r\n      ],\r\n      \"keywords\": \"AI \u00fcr\u00fcn g\u00f6rseli, yapay zeka \u00fcr\u00fcn foto\u011fraf\u0131, e-ticaret foto\u011fraf\u00e7\u0131l\u0131\u011f\u0131, \u00fcr\u00fcn \u00e7ekimi, AI g\u00f6rsel iade oran\u0131, AI Act Madde 50, ticari reklam y\u00f6netmeli\u011fi, C2PA, i\u00e7erik kimlik bilgileri, marka g\u00fcveni\"\r\n    },\r\n    {\r\n      \"@type\": \"Organization\",\r\n      \"@id\": \"https:\/\/burakbulut.net\/#organization\",\r\n      \"name\": \"LUX Foto\u011fraf Video Prod\u00fcksiyon\",\r\n      \"alternateName\": [\r\n        \"LUX Prod\u00fcksiyon\",\r\n        \"LUX Foto\u011fraf\",\r\n        \"LUX Istanbul\",\r\n        \"lux prod\u00fcksiyon\",\r\n        \"LUX Production\"\r\n      ],\r\n      \"url\": \"https:\/\/burakbulut.net\",\r\n      \"foundingDate\": \"2005\",\r\n      \"founder\": {\r\n        \"@type\": \"Person\",\r\n        \"name\": \"Burak Bulut Y\u0131ld\u0131r\u0131m\",\r\n        \"sameAs\": \"https:\/\/www.wikidata.org\/wiki\/Q140795008\"\r\n      },\r\n      \"areaServed\": [\r\n        \"TR\",\r\n        \"DE\",\r\n        \"EU\"\r\n      ],\r\n      \"knowsAbout\": [\r\n        \"\u00dcr\u00fcn foto\u011fraf\u00e7\u0131l\u0131\u011f\u0131\",\r\n        \"Kozmetik \u00fcr\u00fcn \u00e7ekimi\",\r\n        \"M\u00fccevher foto\u011fraf\u00e7\u0131l\u0131\u011f\u0131\",\r\n        \"Kurumsal foto\u011fraf \u00e7ekimi\",\r\n        \"\u00dcr\u00fcn video \u00e7ekimi\",\r\n        \"E-ticaret g\u00f6rsel prod\u00fcksiyonu\"\r\n      ],\r\n      \"sameAs\": [\r\n        \"https:\/\/burakbulut.info\",\r\n        \"https:\/\/burakbulut.org\",\r\n        \"https:\/\/justaheadshot.co\"\r\n      ]\r\n    },\r\n    {\r\n      \"@type\": \"FAQPage\",\r\n      \"@id\": \"https:\/\/burakbulut.net\/e-ticarette-ai-gorseller-mi-gercek-fotograflar-mi\/#faq\",\r\n      \"inLanguage\": \"tr-TR\",\r\n      \"mainEntity\": [\r\n        {\r\n          \"@type\": \"Question\",\r\n          \"name\": \"AI g\u00f6rseller e-ticarette sat\u0131\u015f\u0131 d\u00fc\u015f\u00fcr\u00fcr m\u00fc?\",\r\n          \"acceptedAnswer\": {\r\n            \"@type\": \"Answer\",\r\n            \"text\": \"Her zaman de\u011fil, ama ko\u015fullu olarak evet. AI g\u00f6rselin kayna\u011f\u0131 a\u00e7\u0131kland\u0131\u011f\u0131nda veya t\u00fcketici taraf\u0131ndan sezildi\u011finde duygusal g\u00fcven d\u00fc\u015febiliyor ve sat\u0131n alma niyeti azal\u0131yor. Etki \u00f6zellikle moda, kozmetik, m\u00fccevher, l\u00fcks, beauty, bebek \u00fcr\u00fcnleri, g\u0131da, konaklama ve ki\u015fisel bak\u0131m gibi y\u00fcksek g\u00fcven gerektiren kategorilerde g\u00fc\u00e7l\u00fc. Haziran 2026'da yay\u0131mlanan geni\u015f \u00f6l\u00e7ekli bir ABD ara\u015ft\u0131rmas\u0131nda t\u00fcketicilerin y\u00fczde 63'\u00fc AI \u00fcretimi reklam kullanan bir markadan sat\u0131n alma olas\u0131l\u0131\u011f\u0131n\u0131n d\u00fc\u015ft\u00fc\u011f\u00fcn\u00fc belirtti.\"\r\n          }\r\n        },\r\n        {\r\n          \"@type\": \"Question\",\r\n          \"name\": \"AI g\u00f6rsel ucuz ve h\u0131zl\u0131ysa neden riskli olsun?\",\r\n          \"acceptedAnswer\": {\r\n            \"@type\": \"Answer\",\r\n            \"text\": \"\u00c7\u00fcnk\u00fc e-ticarette g\u00f6rsel yaln\u0131zca i\u00e7erik de\u011fil, \u00fcr\u00fcn\u00fcn dijital delili. G\u00f6rsel \u00fcr\u00fcn\u00fcn rengini, dokusunu, \u00f6l\u00e7e\u011fini, y\u00fczeyini veya kullan\u0131m hissini yanl\u0131\u015f temsil ederse d\u00f6n\u00fc\u015f\u00fcm k\u0131sa vadede artsa bile iade, olumsuz yorum ve marka g\u00fcveni kayb\u0131 gelir. AI'\u0131n maliyet avantaj\u0131 ger\u00e7ek; \u00fcr\u00fcn do\u011frulu\u011fu ve iade etkisi ise ayr\u0131ca \u00f6l\u00e7\u00fclmeli.\"\r\n          }\r\n        },\r\n        {\r\n          \"@type\": \"Question\",\r\n          \"name\": \"Ger\u00e7ek foto\u011fraf m\u0131 yoksa AI g\u00f6rsel mi daha \u00e7ok satar?\",\r\n          \"acceptedAnswer\": {\r\n            \"@type\": \"Answer\",\r\n            \"text\": \"Tek bir kazanan yok. Hakemli b\u00fcy\u00fck \u00f6l\u00e7ekli bir \u00e7al\u0131\u015fma, AI'\u0131n genel pazarlama g\u00f6rsellerinde kalite ve t\u0131klamada insan \u00fcretimini a\u015fabildi\u011fini g\u00f6sterdi. Vinted \u00f6n bask\u0131s\u0131nda ise sonu\u00e7 mevsime g\u00f6re tersine d\u00f6nd\u00fc: sonbahar-k\u0131\u015fta AI dikkat g\u00f6stergelerinde, ilkbahar-yazda orijinal foto\u011fraflar \u00f6zellikle d\u00f6n\u00fc\u015f\u00fcm g\u00f6stergelerinde \u00f6ne ge\u00e7ti. Fiziksel SKU do\u011frulu\u011fu gereken yerde ger\u00e7ek kaynak g\u00f6rselin kan\u0131tsal de\u011feri art\u0131yor.\"\r\n          }\r\n        },\r\n        {\r\n          \"@type\": \"Question\",\r\n          \"name\": \"T\u00fcketici AI \u00fcretimi bir g\u00f6rseli ger\u00e7ek foto\u011fraftan ay\u0131rt edebilir mi?\",\r\n          \"acceptedAnswer\": {\r\n            \"@type\": \"Answer\",\r\n            \"text\": \"Her zaman de\u011fil. Pew Research Center'\u0131n 2025 ABD ara\u015ft\u0131rmas\u0131nda yeti\u015fkinlerin y\u00fczde 76's\u0131 resim, video ve metnin AI m\u0131 insan m\u0131 \u00fcretimi oldu\u011funu ay\u0131rt edebilmeyi \u00e7ok \u00f6nemli buldu; y\u00fczde 53'\u00fc bunu yapabilece\u011fine g\u00fcvenmedi. Bu genel bir medya bulgusu, e-ticaret d\u00f6n\u00fc\u015f\u00fcm testi de\u011fil. Moda odakl\u0131 411 ki\u015filik Stylitics\u2013Aha Studio anketinde ise y\u00fczde 71 ger\u00e7ek ve AI giyim g\u00f6rsellerini ilk bak\u0131\u015fta ay\u0131ramad\u0131\u011f\u0131n\u0131 bildirdi.\"\r\n          }\r\n        },\r\n        {\r\n          \"@type\": \"Question\",\r\n          \"name\": \"T\u00fcketiciler yapay zek\u00e2ya toptan kar\u015f\u0131 m\u0131?\",\r\n          \"acceptedAnswer\": {\r\n            \"@type\": \"Answer\",\r\n            \"text\": \"Hay\u0131r; bulgular ba\u011flama g\u00f6re kar\u0131\u015f\u0131k. Hartmann\u2013Exner\u2013Domdey \u00e7al\u0131\u015fmas\u0131 en iyi AI pazarlama g\u00f6rsellerinin kalite ve t\u0131klamada insan \u00fcretimini a\u015fabildi\u011fini g\u00f6sterirken Harris ve Gartner anketleri g\u00fcven \u015f\u00fcphesine i\u015faret ediyor. Kalite, \u00fcr\u00fcn do\u011frulu\u011fu, kategori, a\u00e7\u0131klama bi\u00e7imi ve markan\u0131n AI kullanma gerek\u00e7esi birlikte belirleyici.\"\r\n          }\r\n        },\r\n        {\r\n          \"@type\": \"Question\",\r\n          \"name\": \"Zamanla t\u00fcketiciler AI g\u00f6rsellere al\u0131\u015fmaz m\u0131?\",\r\n          \"acceptedAnswer\": {\r\n            \"@type\": \"Answer\",\r\n            \"text\": \"Otomatik al\u0131\u015fma kan\u0131tlanm\u0131\u015f de\u011fil. Conjointly'nin 301 ABD'li yeti\u015fkinle yapt\u0131\u011f\u0131 2025 dalgas\u0131nda 2023\u20132025 tutum de\u011fi\u015fimleri kar\u0131\u015f\u0131kt\u0131; \u00e7o\u011fu d\u00fc\u015f\u00fc\u015f hata pay\u0131 i\u00e7indeyken AI'\u0131n pazarlama i\u00e7eri\u011finde kullan\u0131m\u0131na onay y\u00fczde 55'ten y\u00fczde 36'ya anlaml\u0131 bi\u00e7imde geriledi. Fractl'\u0131n y\u00fczde 20'den y\u00fczde 39'a \u00e7\u0131kan g\u00fcven kayb\u0131 bulgusu ise ayr\u0131 bir genel AI arama ve i\u00e7erik ara\u015ft\u0131rmas\u0131.\"\r\n          }\r\n        },\r\n        {\r\n          \"@type\": \"Question\",\r\n          \"name\": \"AI g\u00f6rsel iade oran\u0131n\u0131 art\u0131r\u0131r m\u0131?\",\r\n          \"acceptedAnswer\": {\r\n            \"@type\": \"Answer\",\r\n            \"text\": \"\u00dcr\u00fcn\u00fc yanl\u0131\u015f temsil eden her g\u00f6rsel iade riski yarat\u0131r. Ancak kaynak taramas\u0131nda AI \u00fcr\u00fcn g\u00f6rselinin iadeyi evrensel olarak 1,8\u20134,2 puan art\u0131rd\u0131\u011f\u0131n\u0131 g\u00f6steren ba\u011f\u0131ms\u0131z bir \u00e7al\u0131\u015fma bulunmad\u0131. NRF'ye g\u00f6re 2025'te \u00e7evrim i\u00e7i sat\u0131\u015flar\u0131n tahmini y\u00fczde 19,3'\u00fc iade edildi. AI'\u0131n sizin kategorinizdeki nedensel etkisi, ayn\u0131 SKU'larda d\u00f6n\u00fc\u015f\u00fcm, iade oran\u0131 ve iade gerek\u00e7esi birlikte izlenerek \u00f6l\u00e7\u00fclmeli.\"\r\n          }\r\n        },\r\n        {\r\n          \"@type\": \"Question\",\r\n          \"name\": \"Bir iadenin ger\u00e7ek maliyeti nedir?\",\r\n          \"acceptedAnswer\": {\r\n            \"@type\": \"Answer\",\r\n            \"text\": \"Tek bir evrensel oran yok; ta\u015f\u0131ma, yeniden paketleme, de\u011fer kayb\u0131 ve m\u00fc\u015fteri hizmeti kategoriye g\u00f6re de\u011fi\u015fiyor. Coresight'\u0131n aktard\u0131\u011f\u0131 Optoro \u00f6rnek hesab\u0131nda 50 dolarl\u0131k bir \u00fcr\u00fcn\u00fcn iade i\u015fleme maliyeti fiyat\u0131n y\u00fczde 66's\u0131na kadar \u00e7\u0131kabiliyor. Karar\u0131 kendi net tersine lojistik maliyetiniz ve katk\u0131 marj\u0131n\u0131zla verin.\"\r\n          }\r\n        },\r\n        {\r\n          \"@type\": \"Question\",\r\n          \"name\": \"Hangi kategorilerde iade oran\u0131 en y\u00fcksek?\",\r\n          \"acceptedAnswer\": {\r\n            \"@type\": \"Answer\",\r\n            \"text\": \"Coresight'\u0131n 3DLOOK sponsorlu, 100 ABD'li haz\u0131r giyim karar vericisiyle y\u00fcr\u00fctt\u00fc\u011f\u00fc 2023 \u00e7al\u0131\u015fmada \u00e7evrim i\u00e7i haz\u0131r giyim iade oran\u0131 y\u00fczde 24,4 bulundu. Ayakkab\u0131 y\u00fczde 31,4 ve kad\u0131n giyim y\u00fczde 27,8 oranlar\u0131n\u0131n ayn\u0131 \u00e7al\u0131\u015fmadan geldi\u011fi do\u011frulanamad\u0131\u011f\u0131 i\u00e7in g\u00fcncel benchmark olarak kullan\u0131lmamal\u0131. Kategori karar\u0131nda kendi beden, kal\u0131p, renk ve g\u00f6r\u00fcn\u00fcm iade gerek\u00e7elerinizi esas al\u0131n.\"\r\n          }\r\n        },\r\n        {\r\n          \"@type\": \"Question\",\r\n          \"name\": \"AI g\u00f6rsel sepet terkini etkiler mi?\",\r\n          \"acceptedAnswer\": {\r\n            \"@type\": \"Answer\",\r\n            \"text\": \"Do\u011frudan nedensel bir oran hen\u00fcz yok. Storyblok'un 2023 anketindeki y\u00fczde 85 ve y\u00fczde 17 bulgular\u0131 AI sat\u0131n alma \u00f6nerisini \u00f6l\u00e7\u00fcyor; y\u00fczde 60 sepet terki ise ayr\u0131 bir 2022 ara\u015ft\u0131rmas\u0131nda genel k\u00f6t\u00fc web deneyimini \u00f6l\u00e7\u00fcyor. Bunlar AI \u00fcr\u00fcn foto\u011fraf\u0131n\u0131n tek ba\u015f\u0131na sepet terkine neden oldu\u011funu kan\u0131tlamaz, ama g\u00fcven ile kullan\u0131labilirli\u011fin birlikte y\u00f6netilmesi gerekti\u011fini g\u00f6sterir.\"\r\n          }\r\n        },\r\n        {\r\n          \"@type\": \"Question\",\r\n          \"name\": \"G\u00f6rselin AI oldu\u011funu fark eden t\u00fcketici ne yap\u0131yor?\",\r\n          \"acceptedAnswer\": {\r\n            \"@type\": \"Answer\",\r\n            \"text\": \"Stylitics\u2013Aha Studio'nun 411 ki\u015filik, \u015firket destekli moda anketinde sanal model kullan\u0131ld\u0131\u011f\u0131n\u0131 \u00f6\u011frenenlerin y\u00fczde 37'si beden konusunda daha dikkatli olaca\u011f\u0131n\u0131, y\u00fczde 37'si iade politikas\u0131n\u0131 kontrol edece\u011fini ve y\u00fczde 30'u \u00fcr\u00fcn\u00fc iade etmesi gerekebilece\u011fini d\u00fc\u015f\u00fcnd\u00fc\u011f\u00fcn\u00fc s\u00f6yledi. Anket sat\u0131n alma niyetini \u00f6l\u00e7er, ger\u00e7ekle\u015fmi\u015f iade oran\u0131n\u0131 de\u011fil.\"\r\n          }\r\n        },\r\n        {\r\n          \"@type\": \"Question\",\r\n          \"name\": \"G\u00f6rsel de\u011fi\u015fikli\u011finin etkisini nas\u0131l do\u011fru \u00f6l\u00e7erim?\",\r\n          \"acceptedAnswer\": {\r\n            \"@type\": \"Answer\",\r\n            \"text\": \"Yaln\u0131zca d\u00f6n\u00fc\u015f\u00fcm oran\u0131na bakan bir test iade maliyetini g\u00f6r\u00fcnmez k\u0131lar ve sizi yanl\u0131\u015f sonuca g\u00f6t\u00fcr\u00fcr. \u00d6nerilen kurgu: ayn\u0131 kategoriden 15\u201325 SKU se\u00e7in, yar\u0131s\u0131n\u0131 mevcut g\u00f6rselleriyle b\u0131rak\u0131n, yar\u0131s\u0131n\u0131 ger\u00e7ek prod\u00fcksiyonla yenileyin, en az 30 g\u00fcn - mevsimsel \u00fcr\u00fcnlerde 45 g\u00fcn - boyunca d\u00f6n\u00fc\u015f\u00fcm oran\u0131, iade oran\u0131, iade gerek\u00e7esi da\u011f\u0131l\u0131m\u0131 ve \u00fcr\u00fcn yorum puan\u0131n\u0131 birlikte izleyin.\"\r\n          }\r\n        },\r\n        {\r\n          \"@type\": \"Question\",\r\n          \"name\": \"AI g\u00f6rseller hangi \u00fcr\u00fcn kategorilerinde daha g\u00fcvenli kullan\u0131labilir?\",\r\n          \"acceptedAnswer\": {\r\n            \"@type\": \"Answer\",\r\n            \"text\": \"End\u00fcstriyel par\u00e7alar, ofis malzemeleri, kablolar ve basit teknolojik aksesuarlar gibi faydac\u0131, d\u00fc\u015f\u00fck duygusal kat\u0131l\u0131m gerektiren \u00fcr\u00fcnlerde tolerans daha y\u00fcksek. Akademik bulgu bunu destekliyor: d\u00fc\u015f\u00fck ilgilenimli \u00fcr\u00fcnlerde AI g\u00f6rseli daha az diren\u00e7le kar\u015f\u0131lan\u0131yor. Yine de renk, \u00f6l\u00e7\u00fc, teknik form ve malzeme do\u011frulu\u011fu her ko\u015fulda korunmal\u0131.\"\r\n          }\r\n        },\r\n        {\r\n          \"@type\": \"Question\",\r\n          \"name\": \"Moda, kozmetik ve m\u00fccevherde AI neden daha riskli?\",\r\n          \"acceptedAnswer\": {\r\n            \"@type\": \"Answer\",\r\n            \"text\": \"Bu kategorilerde \u00fcr\u00fcn yaln\u0131zca teknik \u00f6zellikleriyle sat\u0131lm\u0131yor. Ten \u00fczerindeki etki, kuma\u015f\u0131n d\u00f6k\u00fcm\u00fc, tak\u0131n\u0131n \u00f6l\u00e7e\u011fi, l\u00fcks alg\u0131s\u0131, malzeme hissi ve insan temsili sat\u0131n alma karar\u0131n\u0131n par\u00e7as\u0131. Haz\u0131r giyim verisi beden ve g\u00f6r\u00fcn\u00fcm kaynakl\u0131 iade hassasiyetini ayr\u0131ca g\u00f6steriyor; kozmetik ve m\u00fccevher i\u00e7in ayn\u0131 oran varsay\u0131lamaz. Akademik literat\u00fcrde hedonik ve y\u00fcksek ilgilenimli kategorilerde AI g\u00f6rselin daha olumsuz alg\u0131land\u0131\u011f\u0131 raporlan\u0131yor.\"\r\n          }\r\n        },\r\n        {\r\n          \"@type\": \"Question\",\r\n          \"name\": \"Hangi g\u00f6rsel tiplerinde AI daha d\u00fc\u015f\u00fck riskli?\",\r\n          \"acceptedAnswer\": {\r\n            \"@type\": \"Answer\",\r\n            \"text\": \"Kaynak plakadan t\u00fcretilen arka plan varyasyonlar\u0131, sezonluk sahne de\u011fi\u015fiklikleri, format ve en-boy oran\u0131 adaptasyonlar\u0131, moodboard ve konsept ara\u015ft\u0131rmas\u0131 ile onay \u00f6ncesi kampanya taslaklar\u0131. Ortak paydalar\u0131 \u015fu: \u00fcr\u00fcn\u00fcn fiziksel bilgisi de\u011fi\u015fmiyor. Yine de lisans, ki\u015filik hakk\u0131 ve platform kural\u0131 kontrol\u00fc gerekiyor.\"\r\n          }\r\n        },\r\n        {\r\n          \"@type\": \"Question\",\r\n          \"name\": \"Hangi g\u00f6rsel tipinde AI kullan\u0131lmamal\u0131?\",\r\n          \"acceptedAnswer\": {\r\n            \"@type\": \"Answer\",\r\n            \"text\": \"Ana \u00fcr\u00fcn g\u00f6rseli, doku ve diki\u015f makrosu, model \u00fczerinde \u00fcr\u00fcn, \u00f6l\u00e7ek referans\u0131 ve kozmetik uygulama sonucu. Bunlar t\u00fcketicinin \u00fcr\u00fcn\u00fcn ger\u00e7ek niteli\u011fini okudu\u011fu g\u00f6rseller; hata do\u011frudan iadeye d\u00f6n\u00fc\u015f\u00fcyor. Ayr\u0131ca ger\u00e7ek bir ki\u015finin dijital kopyas\u0131n\u0131n \u00fcr\u00fcn tavsiye etmesi T\u00fcrkiye'de do\u011frudan yasak.\"\r\n          }\r\n        },\r\n        {\r\n          \"@type\": \"Question\",\r\n          \"name\": \"T\u00fcketiciler arka plan AI'\u0131na tolerans g\u00f6steriyor mu?\",\r\n          \"acceptedAnswer\": {\r\n            \"@type\": \"Answer\",\r\n            \"text\": \"Evet. M\u00fcnster School of Business (FH M\u00fcnster) ve CECIRE'nin bir moda perakendecisi ortakl\u0131\u011f\u0131yla y\u00fcr\u00fctt\u00fc\u011f\u00fc ara\u015ft\u0131rma, t\u00fcketicilerin dekoratif ve arka plan g\u00f6rsellerinde yapay zek\u00e2ya belirli d\u00fczeyde m\u00fcsamaha g\u00f6sterdi\u011fini, ancak ki\u015fiselle\u015ftirilmi\u015f \u00fcr\u00fcn ve model foto\u011fraflar\u0131nda AI kullan\u0131m\u0131na son derece ele\u015ftirel yakla\u015ft\u0131\u011f\u0131n\u0131 do\u011fruluyor.\"\r\n          }\r\n        },\r\n        {\r\n          \"@type\": \"Question\",\r\n          \"name\": \"T\u00fcrkiye'de yapay zek\u00e2 ile \u00fcretilmi\u015f reklam g\u00f6rseli kullanmak yasal m\u0131?\",\r\n          \"acceptedAnswer\": {\r\n            \"@type\": \"Answer\",\r\n            \"text\": \"Kullanmak yasak de\u011fil; ancak 1 A\u011fustos 2026'da y\u00fcr\u00fcrl\u00fc\u011fe giren Ticari Reklam ve Haks\u0131z Ticari Uygulamalar Y\u00f6netmeli\u011fi de\u011fi\u015fikli\u011fi iki s\u0131n\u0131r \u00e7iziyor. Birincisi, yapay zek\u00e2 ile olu\u015fturulmu\u015f ve ger\u00e7ek insandan ay\u0131rt edilmesi g\u00fc\u00e7 dijital karakterlerin yer ald\u0131\u011f\u0131 reklamlarda bu durumun a\u00e7\u0131k, anla\u015f\u0131l\u0131r ve ay\u0131rt edilebilir bi\u00e7imde belirtilmesi zorunlu. \u0130kincisi, ger\u00e7ek bir ki\u015finin yapay zek\u00e2 ile olu\u015fturulmu\u015f dijital kopyas\u0131n\u0131n bir \u00fcr\u00fcn\u00fc deneyimledi\u011fi veya tavsiye etti\u011fi izlenimi veren reklamlar do\u011frudan yasak.\"\r\n          }\r\n        },\r\n        {\r\n          \"@type\": \"Question\",\r\n          \"name\": \"T\u00fcrkiye'deki y\u00f6netmelik hangi tarihte yay\u0131mland\u0131 ve ne zaman y\u00fcr\u00fcrl\u00fc\u011fe girdi?\",\r\n          \"acceptedAnswer\": {\r\n            \"@type\": \"Answer\",\r\n            \"text\": \"Ticaret Bakanl\u0131\u011f\u0131 taraf\u0131ndan haz\u0131rlanan de\u011fi\u015fiklik y\u00f6netmeli\u011fi 1 Temmuz 2026 tarihli ve 33297 say\u0131l\u0131 Resm\u00ee Gazete'de yay\u0131mland\u0131; h\u00fck\u00fcmler 1 A\u011fustos 2026 itibar\u0131yla y\u00fcr\u00fcrl\u00fc\u011fe girdi.\"\r\n          }\r\n        },\r\n        {\r\n          \"@type\": \"Question\",\r\n          \"name\": \"Her AI ile \u00fcretti\u011fim g\u00f6rseli etiketlemem gerekiyor mu?\",\r\n          \"acceptedAnswer\": {\r\n            \"@type\": \"Answer\",\r\n            \"text\": \"Hay\u0131r. \u00d6l\u00e7\u00fct kullan\u0131lan ara\u00e7 de\u011fil, ortalama t\u00fcketicide yarat\u0131lan izlenim. Her AI destekli arka plan, renk d\u00fczeltmesi veya soyut g\u00f6rsel ayn\u0131 kapsamda de\u011ferlendirilmeyebilir. Ancak ger\u00e7ek insan alg\u0131s\u0131 yaratan karakterler, y\u00fczler ve deneyim iddialar\u0131 s\u00f6z konusu oldu\u011funda a\u00e7\u0131klama gereklili\u011fi devreye giriyor. S\u0131n\u0131rda kalan durumlarda araca de\u011fil, reklam\u0131n ortalama t\u00fcketicide yarataca\u011f\u0131 izlenime bakmak daha g\u00fcvenli.\"\r\n          }\r\n        },\r\n        {\r\n          \"@type\": \"Question\",\r\n          \"name\": \"T\u00fcrkiye'deki y\u00f6netmelik ba\u015fka hangi alanlar\u0131 d\u00fczenliyor?\",\r\n          \"acceptedAnswer\": {\r\n            \"@type\": \"Answer\",\r\n            \"text\": \"D\u00fczenleme geni\u015f kapsaml\u0131: \u00e7ocuklara y\u00f6nelik ki\u015fisel verilere dayal\u0131 profilleme ile hedefli reklam yasakland\u0131; influencer payla\u015f\u0131mlar\u0131nda \\\"reklam\\\" veya \\\"tan\u0131t\u0131m\\\" ibaresi zorunlu hale getirildi; hedefli reklamlarda g\u00f6sterim kriterlerinin a\u00e7\u0131klanmas\u0131 \u015fart\u0131 getirildi; \u00e7evresel beyanlarda \\\"\u00e7evre dostu\\\" gibi genel ifadelerin belgesiz kullan\u0131m\u0131 engellendi; akademik unvanlar\u0131n yan\u0131lt\u0131c\u0131 kullan\u0131m\u0131 yasakland\u0131; t\u00fcketici yorumlar\u0131na ili\u015fkin yeni kurallar geldi.\"\r\n          }\r\n        },\r\n        {\r\n          \"@type\": \"Question\",\r\n          \"name\": \"T\u00fcrkiye'de AI g\u00f6rsel kurallar\u0131n\u0131n ihlali durumunda ne olur?\",\r\n          \"acceptedAnswer\": {\r\n            \"@type\": \"Answer\",\r\n            \"text\": \"Ticaret Bakanl\u0131\u011f\u0131 reklam ve tan\u0131t\u0131m i\u00e7eriklerinin mevzuata uygunlu\u011funu denetlemeye devam ediyor; ayk\u0131r\u0131l\u0131k halinde Reklam Kurulu \u00fczerinden idari yapt\u0131r\u0131m s\u00fcre\u00e7leri i\u015fletilebiliyor. Kampanya \u00f6zelinde hukuki de\u011ferlendirme i\u00e7in uzman g\u00f6r\u00fc\u015f\u00fc al\u0131nmal\u0131; bu yaz\u0131 hukuki dan\u0131\u015fmanl\u0131k yerine ge\u00e7mez.\"\r\n          }\r\n        },\r\n        {\r\n          \"@type\": \"Question\",\r\n          \"name\": \"AB'ye sat\u0131\u015f yap\u0131yorum. AI Act beni ba\u011flar m\u0131?\",\r\n          \"acceptedAnswer\": {\r\n            \"@type\": \"Answer\",\r\n            \"text\": \"Duruma ba\u011fl\u0131. AB d\u0131\u015f\u0131nda yerle\u015fik AI sistemi sa\u011flay\u0131c\u0131lar\u0131, sistem \u00e7\u0131kt\u0131s\u0131 AB'de kullan\u0131l\u0131yorsa kapsam i\u00e7inde olabilir. Perakendecinin y\u00fck\u00fcml\u00fcl\u00fc\u011f\u00fc ise sa\u011flay\u0131c\u0131\/deployer rol\u00fcne ve kullan\u0131m bi\u00e7imine ba\u011fl\u0131; yaln\u0131zca AB'ye kargo g\u00f6ndermek her Madde 50 y\u00fck\u00fcml\u00fcl\u00fc\u011f\u00fcn\u00fc otomatik do\u011furmaz. AB m\u00fc\u015fterisine do\u011frudan AI chatbot sunmak veya deepfake kullanmak ayr\u0131 analiz gerektirir.\"\r\n          }\r\n        },\r\n        {\r\n          \"@type\": \"Question\",\r\n          \"name\": \"AB AI Act ertelendi mi?\",\r\n          \"acceptedAnswer\": {\r\n            \"@type\": \"Answer\",\r\n            \"text\": \"K\u0131smen. Digital Omnibus d\u00fczenlemesi 27 Temmuz 2026'da y\u00fcr\u00fcrl\u00fc\u011fe girdi ve y\u00fcksek riskli sistemlere ili\u015fkin y\u00fck\u00fcml\u00fcl\u00fckleri ileri tarihlere erteledi. Ancak Madde 50 \u015feffafl\u0131k y\u00fck\u00fcml\u00fcl\u00fckleri ertelenmedi; 2 A\u011fustos 2026 itibar\u0131yla uygulanabilir ve yapt\u0131r\u0131ma tabi. \\\"AI Act ertelendi\\\" \u015feklindeki genel alg\u0131 bu nedenle yan\u0131lt\u0131c\u0131.\"\r\n          }\r\n        },\r\n        {\r\n          \"@type\": \"Question\",\r\n          \"name\": \"AI Act Madde 50 tam olarak ne istiyor?\",\r\n          \"acceptedAnswer\": {\r\n            \"@type\": \"Answer\",\r\n            \"text\": \"Rol bazl\u0131 y\u00fck\u00fcml\u00fcl\u00fck getiriyor: sa\u011flay\u0131c\u0131, do\u011frudan etkile\u015fimli AI sistemini kullan\u0131c\u0131y\u0131 bilgilendirecek ve sentetik \u00e7\u0131kt\u0131y\u0131 makine-okunabilir bi\u00e7imde i\u015faretleyecek \u015fekilde tasarlamal\u0131; deployer ise deepfake'i g\u00f6r\u00fcn\u00fcr bi\u00e7imde etiketlemeli, ayr\u0131ca kamu yarar\u0131na ili\u015fkin belirli AI metinlerini ve baz\u0131 biyometrik\/duygu sistemlerini a\u00e7\u0131klamal\u0131. Standart d\u00fczenleme i\u015flevleri ve dar istisnalar var. Bu nedenle her AI \u00fcr\u00fcn g\u00f6rseline ayn\u0131 g\u00f6r\u00fcn\u00fcr etiket \u015fart\u0131 yok.\"\r\n          }\r\n        },\r\n        {\r\n          \"@type\": \"Question\",\r\n          \"name\": \"AB'de AI Act ihlalinin cezas\u0131 nedir?\",\r\n          \"acceptedAnswer\": {\r\n            \"@type\": \"Answer\",\r\n            \"text\": \"\u0130hlalin t\u00fcr\u00fcne g\u00f6re azami idari para cezas\u0131 15 milyon avro veya d\u00fcnya \u00e7ap\u0131ndaki y\u0131ll\u0131k cironun y\u00fczde 3'\u00fcne kadar \u00e7\u0131kabilir. Bu bir tavan tutar, her vakada otomatik uygulanmaz. Yetki, ilgili sisteme g\u00f6re ulusal piyasa g\u00f6zetim otoriteleri, AI Ofisi veya di\u011fer yetkili kurumlarda olabilir.\"\r\n          }\r\n        },\r\n        {\r\n          \"@type\": \"Question\",\r\n          \"name\": \"AI ile \u00fcretti\u011fim \u00fcr\u00fcn g\u00f6rselinin telifi bana ait mi?\",\r\n          \"acceptedAnswer\": {\r\n            \"@type\": \"Answer\",\r\n            \"text\": \"ABD'de yaln\u0131zca AI taraf\u0131ndan, yeterli insan yarat\u0131c\u0131 katk\u0131s\u0131 olmadan \u00fcretilen k\u0131s\u0131m telifle korunmaz. Y\u00fcksek Mahkeme'nin Thaler v. Perlmutter ba\u015fvurusunu reddetmesi alt mahkeme karar\u0131n\u0131 y\u00fcr\u00fcrl\u00fckte b\u0131rakt\u0131; ret karar\u0131 tek ba\u015f\u0131na yeni bir esas h\u00fck\u00fcm de\u011fil. \u0130nsan taraf\u0131ndan se\u00e7ilen, d\u00fczenlenen veya yarat\u0131c\u0131 bi\u00e7imde de\u011fi\u015ftirilen unsurlar somut olaya g\u00f6re korunabilir.\"\r\n          }\r\n        },\r\n        {\r\n          \"@type\": \"Question\",\r\n          \"name\": \"Avrupa'da AI g\u00f6rsellerin telif durumu farkl\u0131 m\u0131?\",\r\n          \"acceptedAnswer\": {\r\n            \"@type\": \"Answer\",\r\n            \"text\": \"Ayn\u0131 y\u00f6nde. Amtsgericht M\u00fcnchen 13 \u015eubat 2026 tarihli karar\u0131nda, AI ile \u00fcretilen \u00fc\u00e7 logo tasar\u0131m\u0131n\u0131n Alman hukuku uyar\u0131nca eser korumas\u0131 kapsam\u0131na girmedi\u011fine h\u00fckmetti. Mahkeme farkl\u0131 prompt senaryolar\u0131n\u0131 inceledi ve 1.700 karakterlik ayr\u0131nt\u0131l\u0131 bir talimat\u0131n bile \u00e7\u0131kt\u0131n\u0131n ifade unsurlar\u0131n\u0131 belirlemeye yetmedi\u011fi sonucuna vard\u0131.\"\r\n          }\r\n        },\r\n        {\r\n          \"@type\": \"Question\",\r\n          \"name\": \"Rakibim AI ile \u00fcretti\u011fim \u00fcr\u00fcn g\u00f6rselimi kullanabilir mi?\",\r\n          \"acceptedAnswer\": {\r\n            \"@type\": \"Answer\",\r\n            \"text\": \"G\u00f6rsel tamamen sentetikse ve anlaml\u0131 insan katk\u0131s\u0131 belgelenemiyorsa telif temelinde itiraz zorla\u015fabilir. Ancak \\\"rakip serbest\u00e7e kullanabilir\\\" sonucu otomatik de\u011fil; marka, tasar\u0131m, s\u00f6zle\u015fme, ki\u015filik hakk\u0131 ve haks\u0131z rekabet h\u00fck\u00fcmleri ayr\u0131ca uygulanabilir. Kaynak dosyalar\u0131 ve insan\u0131n yarat\u0131c\u0131 se\u00e7imlerini belgelemek hak iddian\u0131z\u0131 g\u00fc\u00e7lendirir.\"\r\n          }\r\n        },\r\n        {\r\n          \"@type\": \"Question\",\r\n          \"name\": \"\\\"AI destekli\\\" ile \\\"AI \u00fcretimi\\\" aras\u0131ndaki \u00e7izgi nerede?\",\r\n          \"acceptedAnswer\": {\r\n            \"@type\": \"Answer\",\r\n            \"text\": \"Her iki karar da bu \u00e7izgiyi tam olarak belirlemedi; anlaml\u0131 insan katk\u0131s\u0131n\u0131n ne kadar olmas\u0131 gerekti\u011fi dava dava \u00e7\u00f6z\u00fcl\u00fcyor. Bu belirsizlikte en g\u00fcvenli konum, kaynak plakan\u0131n ger\u00e7ek bir foto\u011fraf olmas\u0131. Ger\u00e7ek \u00e7ekim \u00fczerine yap\u0131lan AI destekli d\u00fczenlemede insan yarat\u0131c\u0131 katk\u0131s\u0131 belgelenebilir. Uygulamada \u00e7ekim brief'lerini, set foto\u011fraflar\u0131n\u0131 ve d\u00fczenleme ge\u00e7mi\u015fini ar\u015fivlemek bu nedenle ticari de\u011fer ta\u015f\u0131yor.\"\r\n          }\r\n        },\r\n        {\r\n          \"@type\": \"Question\",\r\n          \"name\": \"Pazaryerleri AI g\u00f6rseli yasakl\u0131yor mu?\",\r\n          \"acceptedAnswer\": {\r\n            \"@type\": \"Answer\",\r\n            \"text\": \"Tek bir ortak kural yok. Bu denetimde incelenen b\u00fcy\u00fck kanallar\u0131n \u00e7o\u011funda genel bir mutlak yasak bulunmad\u0131; buna kar\u015f\u0131l\u0131k kategori, b\u00f6lge, sentetik insan, reklam format\u0131 ve metadata a\u00e7\u0131s\u0131ndan \u00f6zel \u015fartlar var. Yanl\u0131\u015f \u00fcr\u00fcn temsili ise AI kullan\u0131ls\u0131n ya da kullan\u0131lmas\u0131n genel kurallar\u0131 ihlal edebilir.\"\r\n          }\r\n        },\r\n        {\r\n          \"@type\": \"Question\",\r\n          \"name\": \"Amazon'da AI g\u00f6rsel i\u00e7in ne beyan etmem gerekiyor?\",\r\n          \"acceptedAnswer\": {\r\n            \"@type\": \"Answer\",\r\n            \"text\": \"Amazon'un kamuya a\u00e7\u0131k k\u0131lavuzunda fotoger\u00e7ek\u00e7i ve tamamen AI \u00fcretimi insan i\u00e7eren g\u00f6rseller i\u00e7in XMP dc:subject alan\u0131na contains-synthetic-performer anahtar s\u00f6zc\u00fc\u011f\u00fc eklenmesi isteniyor. Ger\u00e7ek ki\u015finin AI ile d\u00fczenlenmesi, fotoger\u00e7ek\u00e7i olmayan karakter veya insan i\u00e7ermeyen g\u00f6rseller bu \u00f6zel etiketin kapsam\u0131 d\u0131\u015f\u0131nda; genel \u00fcr\u00fcn do\u011frulu\u011fu kurallar\u0131 s\u00fcr\u00fcyor.\"\r\n          }\r\n        },\r\n        {\r\n          \"@type\": \"Question\",\r\n          \"name\": \"Etsy'de AI g\u00f6rsel kurallar\u0131 neler?\",\r\n          \"acceptedAnswer\": {\r\n            \"@type\": \"Answer\",\r\n            \"text\": \"Sat\u0131c\u0131n\u0131n promptuyla AI kullan\u0131larak olu\u015fturulan \u00fcr\u00fcnler Etsy'de \\\"Designed by\\\" kapsam\u0131nda yer alabilir ve AI kullan\u0131m\u0131 listeleme a\u00e7\u0131klamas\u0131nda belirtilmelidir; prompt paketleri tek ba\u015f\u0131na sat\u0131lamaz. Kamuya a\u00e7\u0131k metin, her \u00fcr\u00fcn foto\u011fraf\u0131 i\u00e7in otomatik metadata taramas\u0131 yap\u0131ld\u0131\u011f\u0131 iddias\u0131n\u0131 do\u011frulam\u0131yor; \u00fcr\u00fcn\u00fcn kendisi ile listeleme g\u00f6rselini ay\u0131rarak okumak gerekiyor.\"\r\n          }\r\n        },\r\n        {\r\n          \"@type\": \"Question\",\r\n          \"name\": \"Ayn\u0131 AI g\u00f6rseli birden fazla pazaryerinde kullanabilir miyim?\",\r\n          \"acceptedAnswer\": {\r\n            \"@type\": \"Answer\",\r\n            \"text\": \"Teknik olarak evet, ancak kanal kurallar\u0131 farkl\u0131. Google Merchant Center \u00fcretken AI g\u00f6rselinde IPTC TrainedAlgorithmicMedia etiketi istiyor; Amazon sentetik insan i\u00e7in farkl\u0131 bir XMP anahtar s\u00f6zc\u00fc\u011f\u00fc kullan\u0131yor; TikTok Ads a\u00e7\u0131klama arac\u0131 sunuyor. Meta'n\u0131n genel i\u00e7erik etiketi ile ma\u011faza \u00fcr\u00fcn g\u00f6rseli \u015fart\u0131 ayn\u0131 de\u011fil. SKU ve kanal bazl\u0131 bir beyan matrisi tutun.\"\r\n          }\r\n        },\r\n        {\r\n          \"@type\": \"Question\",\r\n          \"name\": \"AI g\u00f6rselleri ger\u00e7ekten tespit edilebiliyor mu?\",\r\n          \"acceptedAnswer\": {\r\n            \"@type\": \"Answer\",\r\n            \"text\": \"Bazen ve olas\u0131l\u0131ksal olarak. Desteklenen Google \u00e7\u0131kt\u0131lar\u0131 SynthID ta\u015f\u0131yabiliyor; Google Merchant Center IPTC, Amazon belirli sentetik insan g\u00f6rsellerinde XMP etiketi istiyor. C2PA ve metadata g\u00fc\u00e7l\u00fc k\u00f6ken sinyalleri, fakat silinebiliyor; g\u00f6rsel s\u0131n\u0131fland\u0131r\u0131c\u0131lar\u0131 yanl\u0131\u015f pozitif ve yanl\u0131\u015f negatif \u00fcretebiliyor. Tek bir tespit skoru kesin delil say\u0131lmamal\u0131.\"\r\n          }\r\n        },\r\n        {\r\n          \"@type\": \"Question\",\r\n          \"name\": \"C2PA nedir, \u00fcr\u00fcn foto\u011fraf\u0131nda ne i\u015fe yarar?\",\r\n          \"acceptedAnswer\": {\r\n            \"@type\": \"Answer\",\r\n            \"text\": \"C2PA, i\u00e7eri\u011fin beyan edilen k\u00f6keni ve d\u00fczenleme ge\u00e7mi\u015fi i\u00e7in kriptografik manifest ta\u015f\u0131yan a\u00e7\u0131k bir standart; \\\"Content Credentials\\\" uygulamalar\u0131 bu standard\u0131 kullan\u0131yor. \u0130mzan\u0131n ge\u00e7erli olmas\u0131 i\u00e7eri\u011fin mutlak do\u011fru oldu\u011funu de\u011fil, kay\u0131t zincirinin do\u011frulanabildi\u011fini g\u00f6sterir. Ger\u00e7ek kamera \u00e7ekimi de sentetik i\u00e7erik de C2PA manifesti ta\u015f\u0131yabilir; manifestteki kaynak ve eylemler birlikte okunmal\u0131.\"\r\n          }\r\n        },\r\n        {\r\n          \"@type\": \"Question\",\r\n          \"name\": \"C2PA imzas\u0131 k\u0131r\u0131lamaz m\u0131?\",\r\n          \"acceptedAnswer\": {\r\n            \"@type\": \"Answer\",\r\n            \"text\": \"Hay\u0131r, mutlak kan\u0131t de\u011fil. Nikon kendi kimlik do\u011frulama hizmetini ask\u0131ya ald\u0131 ve o d\u00f6nemde verdi\u011fi sertifikalar\u0131 ge\u00e7ersiz k\u0131ld\u0131; 2026 ortas\u0131 itibar\u0131yla hizmet geri d\u00f6nmedi. Sorun kriptografinin kendisi de\u011fildi - imzalar ge\u00e7erliydi; a\u00e7\u0131k, imzalay\u0131c\u0131ya manip\u00fcle edilmi\u015f i\u00e7erik beslenmesinden kaynakland\u0131. Ekosistem ger\u00e7ek ama hen\u00fcz olgun de\u011fil. Buna ra\u011fmen bug\u00fcn mevcut en g\u00fc\u00e7l\u00fc k\u00f6ken kan\u0131t\u0131.\"\r\n          }\r\n        },\r\n        {\r\n          \"@type\": \"Question\",\r\n          \"name\": \"Retouch sonras\u0131 C2PA imzas\u0131 korunur mu?\",\r\n          \"acceptedAnswer\": {\r\n            \"@type\": \"Answer\",\r\n            \"text\": \"Ancak zincirdeki her arac\u0131n C2PA uyumlu olmas\u0131 ve ilgili i\u015flevin etkin olmas\u0131 halinde. Uyumsuz tek bir ara\u00e7 manifesti k\u0131rar. Ayr\u0131ca yayg\u0131n kullan\u0131lan baz\u0131 d\u00fczenleme uygulamalar\u0131nda k\u00f6ken bilgisi yaln\u0131zca belirli d\u0131\u015fa aktarma formatlar\u0131nda uygulanabiliyor. Bu nedenle k\u00f6ken do\u011frulama hizmeti sunmadan \u00f6nce retouch ak\u0131\u015f\u0131n\u0131 u\u00e7tan uca test etmek gerekiyor.\"\r\n          }\r\n        },\r\n        {\r\n          \"@type\": \"Question\",\r\n          \"name\": \"AI kullan\u0131m\u0131m\u0131 m\u00fc\u015fteriye nas\u0131l anlatmal\u0131y\u0131m?\",\r\n          \"acceptedAnswer\": {\r\n            \"@type\": \"Answer\",\r\n            \"text\": \"Gerek\u00e7e, tekni\u011fin kendisinden daha belirleyici olabiliyor. Zhang ve Hur'un son deneyinde (n=212) \\\"gizlilik korumas\u0131\\\" gerek\u00e7esi AI g\u00f6rselleri insan yap\u0131m\u0131 g\u00f6rsellerle kar\u015f\u0131la\u015ft\u0131r\u0131labilir d\u00fczeye getirirken, \\\"maliyet verimlili\u011fi\\\" gerek\u00e7esi g\u00fcven ve sat\u0131n alma niyetini d\u00fc\u015f\u00fcrd\u00fc. Bunu evrensel bir psikoloji kural\u0131 de\u011fil, ileti\u015fim \u00e7er\u00e7evesinin \u00f6nemini g\u00f6steren deneysel bir bulgu olarak okuyun.\"\r\n          }\r\n        },\r\n        {\r\n          \"@type\": \"Question\",\r\n          \"name\": \"Neden Levi's tepki ald\u0131 da Mango almad\u0131?\",\r\n          \"acceptedAnswer\": {\r\n            \"@type\": \"Answer\",\r\n            \"text\": \"Fark teknolojinin yan\u0131nda iddia ve ba\u011flamdayd\u0131. Levi's Mart 2023'te Lalaland.ai i\u015f birli\u011fini \u00e7e\u015fitlilik ve kapsay\u0131c\u0131l\u0131kla ili\u015fkilendirdi; tepkinin ard\u0131ndan plan\u0131n ger\u00e7ek modelleri azaltmayaca\u011f\u0131n\u0131 a\u00e7\u0131klad\u0131. Mango Temmuz 2024'te kampanyas\u0131n\u0131 operasyonel h\u0131z ve tasar\u0131m esnekli\u011fi \u00fczerinden anlatt\u0131; taranan kaynaklarda Levi's \u00f6l\u00e7\u00fcs\u00fcnde bir tepki dalgas\u0131na rastlanmad\u0131. \\\"Tepki yoktu\\\" kan\u0131tlanamaz; daha do\u011fru \u00e7\u0131kar\u0131m, sosyal de\u011fer iddias\u0131n\u0131n sentetik temsille daha hassas oldu\u011fu.\"\r\n          }\r\n        },\r\n        {\r\n          \"@type\": \"Question\",\r\n          \"name\": \"\\\"AI ile \u00fcretilmi\u015ftir\\\" yazmak g\u00fcveni d\u00fc\u015f\u00fcrmez mi?\",\r\n          \"acceptedAnswer\": {\r\n            \"@type\": \"Answer\",\r\n            \"text\": \"\u00c7\u0131plak bir ibare d\u00fc\u015f\u00fcrebilir. NIM ara\u015ft\u0131rmas\u0131, AI etiketi alan g\u00f6rselin daha az duygusal, daha az inan\u0131l\u0131r ve daha az ak\u0131lda kal\u0131c\u0131 alg\u0131land\u0131\u011f\u0131n\u0131 g\u00f6steriyor. Ancak Journal of Advertising'de yay\u0131mlanan \u00e7al\u0131\u015fman\u0131n \u00fc\u00e7\u00fcnc\u00fc deneyi tabloyu tamaml\u0131yor: soyut ama\u00e7 mesaj\u0131 ta\u015f\u0131yan reklamlarda basit AI beyan\u0131n\u0131n yan\u0131na nitelikli bir \u015feffafl\u0131k a\u00e7\u0131klamas\u0131 eklenmesi marka de\u011ferlendirmelerini y\u00fckseltiyor. Yani sorun etiket de\u011fil, \u00e7\u0131plak etiket.\"\r\n          }\r\n        },\r\n        {\r\n          \"@type\": \"Question\",\r\n          \"name\": \"Nitelikli \u015feffafl\u0131k beyan\u0131 nas\u0131l yaz\u0131l\u0131r?\",\r\n          \"acceptedAnswer\": {\r\n            \"@type\": \"Answer\",\r\n            \"text\": \"Ara\u015ft\u0131rmac\u0131lar\u0131n \u00f6nerisi \u00fc\u00e7 bile\u015fenli: AI kullan\u0131m\u0131n\u0131 a\u00e7\u0131klay\u0131n; a\u00e7\u0131klamay\u0131 markan\u0131n ger\u00e7ek d\u00fcnyadaki somut taahh\u00fcd\u00fcne dair bilgiyle birlikte sunun; ve AI'\u0131n nas\u0131l sorumlu bi\u00e7imde geli\u015ftirildi\u011fini anlat\u0131n. \u00d6rne\u011fin AI modelinin r\u0131zas\u0131 al\u0131nm\u0131\u015f ve lisanslanm\u0131\u015f ger\u00e7ek insan foto\u011fraflar\u0131 veri setiyle e\u011fitildi\u011finin a\u00e7\u0131klanmas\u0131 t\u00fcketici \u015f\u00fcphesini gideriyor.\"\r\n          }\r\n        },\r\n        {\r\n          \"@type\": \"Question\",\r\n          \"name\": \"Guess ile H&M aras\u0131ndaki fark neydi?\",\r\n          \"acceptedAnswer\": {\r\n            \"@type\": \"Answer\",\r\n            \"text\": \"\u0130kisi de AI kulland\u0131; fark\u0131 \u015feffafl\u0131\u011f\u0131n mimarisi yaratt\u0131. Guess'in Vogue A\u011fustos 2025 ilan\u0131ndaki a\u00e7\u0131klama sayfa k\u00f6\u015fesinde k\u00fc\u00e7\u00fck puntoydu; bunu fark eden bir TikTok videosu iki milyondan fazla izlendi ve tepki hem markaya hem dergiye y\u00f6neldi. H&M ise 30 modelinin r\u0131zas\u0131n\u0131 alarak, telif \u00f6deyerek ve belirgin filigran kullanarak ilerledi; ele\u015ftiri ald\u0131 ama tart\u0131\u015fma aldatma \u00fczerinden de\u011fil i\u015f g\u00fcc\u00fc politikas\u0131 \u00fczerinden y\u00fcr\u00fcd\u00fc.\"\r\n          }\r\n        },\r\n        {\r\n          \"@type\": \"Question\",\r\n          \"name\": \"\\\"No AI\\\" demek her marka i\u00e7in do\u011fru mu?\",\r\n          \"acceptedAnswer\": {\r\n            \"@type\": \"Answer\",\r\n            \"text\": \"Hay\u0131r. Baz\u0131 markalar i\u00e7in g\u00fc\u00e7l\u00fc bir g\u00fcven sinyali olabilir; baz\u0131lar\u0131 i\u00e7in daha do\u011fru strateji AI'y\u0131 a\u00e7\u0131k, s\u0131n\u0131rl\u0131 ve yard\u0131mc\u0131 rolde kullanmak. \\\"No AI\\\" bir slogan de\u011fil denetlenebilir bir taahh\u00fct olmal\u0131; do\u011frulanamayan beyan genel aldat\u0131c\u0131 reklam kurallar\u0131 a\u00e7\u0131s\u0131ndan risk ta\u015f\u0131yabilir. New York'un Haziran 2026'da y\u00fcr\u00fcrl\u00fc\u011fe giren yasas\u0131 ise daha dar kapsaml\u0131: sentetik oyuncu i\u00e7eren reklamlar\u0131n a\u00e7\u0131klanmas\u0131n\u0131 d\u00fczenliyor.\"\r\n          }\r\n        },\r\n        {\r\n          \"@type\": \"Question\",\r\n          \"name\": \"G\u00f6rselin yapayl\u0131k alg\u0131s\u0131n\u0131 ba\u015fka nas\u0131l k\u0131rabilirim?\",\r\n          \"acceptedAnswer\": {\r\n            \"@type\": \"Answer\",\r\n            \"text\": \"Somut \u00fcr\u00fcn verisiyle. Ara\u015ft\u0131rmalar, g\u00f6rselin yan\u0131na eklenen do\u011frulanabilir teknik detaylar\u0131n yapayl\u0131k alg\u0131s\u0131n\u0131n olumsuz etkisini k\u0131rd\u0131\u011f\u0131n\u0131 g\u00f6steriyor. Kuma\u015f bile\u015fimi, tam beden aral\u0131\u011f\u0131, santimetre bazl\u0131 \u00f6l\u00e7\u00fcler, a\u011f\u0131rl\u0131k, malzeme sertifikalar\u0131 ve renk kodu sunuldu\u011funda t\u00fcketicinin oda\u011f\u0131 g\u00f6rselin \u00fcretim bi\u00e7iminden \u00fcr\u00fcn\u00fcn ger\u00e7ek niteli\u011fine kay\u0131yor.\"\r\n          }\r\n        },\r\n        {\r\n          \"@type\": \"Question\",\r\n          \"name\": \"AI g\u00f6rsel ne kadar ucuz?\",\r\n          \"acceptedAnswer\": {\r\n            \"@type\": \"Answer\",\r\n            \"text\": \"AI \u00fcretimi \u00e7o\u011fu g\u00f6revde \u00e7ok daha ucuz olabiliyor. Hakemli Hartmann\u2013Exner\u2013Domdey \u00e7al\u0131\u015fmas\u0131n\u0131n kontroll\u00fc genel pazarlama brief'inde DALL-E 3 g\u00f6rseli 0,04 dolar, g\u00f6revlendirilen freelancer g\u00f6rseli 100 dolard\u0131. Bu 2.500 katl\u0131k g\u00f6rev maliyeti fark\u0131 fiziksel SKU \u00e7ekiminin evrensel fiyat\u0131 de\u011fil; numune, model, set, renk y\u00f6netimi ve kullan\u0131m lisans\u0131 ayr\u0131 kalemler.\"\r\n          }\r\n        },\r\n        {\r\n          \"@type\": \"Question\",\r\n          \"name\": \"Ger\u00e7ek prod\u00fcksiyonun uyum maliyeti nedir?\",\r\n          \"acceptedAnswer\": {\r\n            \"@type\": \"Answer\",\r\n            \"text\": \"AI'ya \u00f6zg\u00fc ek beyan y\u00fck\u00fc \u00e7o\u011fu ger\u00e7ek \u00e7ekimde do\u011fmaz; fakat toplam uyum maliyeti s\u0131f\u0131r de\u011fil. Model izni, ki\u015filik hakk\u0131, telif, \u00fcr\u00fcn do\u011frulu\u011fu, reklam iddialar\u0131 ve platform teknik kurallar\u0131 yine ge\u00e7erli. Ger\u00e7ek \u00e7ekimin avantaj\u0131, fiziksel kayna\u011f\u0131n ve insan yarat\u0131c\u0131 katk\u0131s\u0131n\u0131n daha kolay belgelenebilmesi.\"\r\n          }\r\n        },\r\n        {\r\n          \"@type\": \"Question\",\r\n          \"name\": \"LUX Foto\u011fraf Video Prod\u00fcksiyon AI g\u00f6rsel \u00fcretimi de yap\u0131yor mu?\",\r\n          \"acceptedAnswer\": {\r\n            \"@type\": \"Answer\",\r\n            \"text\": \"Evet. LUX, m\u00fc\u015fterilerinin ihtiyac\u0131na g\u00f6re AI destekli foto\u011fraf ve video g\u00f6rselleri \u00fcretiyor. Ayn\u0131 zamanda \u0130stanbul ve Berlin st\u00fcdyolar\u0131nda ger\u00e7ek dekorlar, ger\u00e7ek modeller, ger\u00e7ek \u00fcr\u00fcnler ve ger\u00e7ek \u0131\u015f\u0131klarla profesyonel prod\u00fcksiyon \u00e7ekimleri sunuyor. Uygulamada tek bir ilkeye ba\u011fl\u0131 kal\u0131yoruz: \u00fcr\u00fcn\u00fc temsil eden her g\u00f6rselin kayna\u011f\u0131nda ger\u00e7ek bir \u00e7ekim var; AI t\u00fcrev katmanda \u00e7al\u0131\u015f\u0131yor.\"\r\n          }\r\n        },\r\n        {\r\n          \"@type\": \"Question\",\r\n          \"name\": \"LUX Prod\u00fcksiyon bir projede AI kullan\u0131l\u0131p kullan\u0131lmayaca\u011f\u0131na nas\u0131l karar veriyor?\",\r\n          \"acceptedAnswer\": {\r\n            \"@type\": \"Answer\",\r\n            \"text\": \"Her proje i\u00e7in kategori, hedef kitle, b\u00fct\u00e7e, kullan\u0131m kanal\u0131 ve g\u00fcven riski birlikte de\u011ferlendiriliyor. Yakla\u015f\u0131m\u0131m\u0131z d\u00f6rt ilkeye dayan\u0131yor: kaynak plaka ilkesi (\u00fcr\u00fcn g\u00f6rseli her zaman ger\u00e7ek \u00e7ekimden do\u011far), beyan mimarisi (hangi katman\u0131n nas\u0131l \u00fcretildi\u011fi belgelenir), \u00e7er\u00e7eveleme dan\u0131\u015fmanl\u0131\u011f\u0131 (AI kullan\u0131m\u0131n\u0131n m\u00fc\u015fteriye nas\u0131l anlat\u0131laca\u011f\u0131 birlikte kurulur) ve talep halinde k\u00f6ken do\u011frulama se\u00e7ene\u011fi.\"\r\n          }\r\n        },\r\n        {\r\n          \"@type\": \"Question\",\r\n          \"name\": \"E-ticarette ger\u00e7ek foto\u011fraf neden h\u00e2l\u00e2 g\u00fc\u00e7l\u00fc?\",\r\n          \"acceptedAnswer\": {\r\n            \"@type\": \"Answer\",\r\n            \"text\": \"Ger\u00e7ek foto\u011fraf her zaman daha g\u00fczel veya daha y\u00fcksek t\u0131klamal\u0131 oldu\u011fu i\u00e7in de\u011fil, fiziksel SKU'yu belgeleyebildi\u011fi i\u00e7in g\u00fc\u00e7l\u00fc. Ger\u00e7ek \u0131\u015f\u0131k, y\u00fczey, \u00f6l\u00e7ek ve do\u011fru renk y\u00f6netimi \u00fcr\u00fcn hakk\u0131nda kan\u0131t sunuyor. Buna insan yarat\u0131c\u0131 katk\u0131s\u0131n\u0131n belgelenmesi ve g\u00fcvenilir k\u00f6ken kayd\u0131 eklenebilir; yine de genel reklam ve hak y\u00f6netimi y\u00fck\u00fcml\u00fcl\u00fckleri devam ediyor.\"\r\n          }\r\n        },\r\n        {\r\n          \"@type\": \"Question\",\r\n          \"name\": \"Kaynak\u00e7a: Akademik \u00c7al\u0131\u015fmalar, T\u00fcketici Ara\u015ft\u0131rmalar\u0131, Mevzuat, Platform ve Bas\u0131n Kaynaklar\u0131\",\r\n          \"acceptedAnswer\": {\r\n            \"@type\": \"Answer\",\r\n            \"text\": \"Kaynak okuma notu: Hakemli yay\u0131n, \u00f6n bask\u0131, kurum anketi ve resm\u00ee politika ayn\u0131 kan\u0131t a\u011f\u0131rl\u0131\u011f\u0131na sahip de\u011fildir. Metinde bu t\u00fcrler ayr\u0131\u015ft\u0131r\u0131lm\u0131\u015f; birincil kayna\u011f\u0131 bulunamayan kesin oranlar benchmark olmaktan \u00e7\u0131kar\u0131lm\u0131\u015ft\u0131r. Eri\u015fim ve politika denetim tarihi: 24 A\u011fustos 2026. Akademik yay\u0131nlar ve derlemeler Yaln\u0131zca Hakemli etiketi ta\u015f\u0131yan maddeler bu denetimde dergi ve DOI kayd\u0131yla do\u011fruland\u0131; kurum notu, ansiklopedi maddesi ve bas\u0131n aktar\u0131m\u0131 ayr\u0131 belirtilir. Hakemli Hartmann, J., Exner, Y., & Domdey, S. (2025). The power of generative marketing: Can generative AI create superhuman visual marketing content? International Journal of Research in Marketing, 42(1), 13\u201331. DOI \u00b7 TUM ara\u015ft\u0131rma \u00f6zeti. Hakemli Xie, Q., Muralidharan, S., & Phua, J. (2026). How Women Respond to Computer-Generated Inclusive Advertising: Advocating for Body Positivity in the Age of AI. Journal of Advertising. DOI \u00b7 SMU \u00f6zeti. Hakemli Br\u00fcns, J. D., & Mei\u00dfner, M. (2024). Do you create your content yourself? Using generative artificial intelligence for social media content creation diminishes perceived brand authenticity. Journal of Retailing and Consumer Services, 79, 103790. DOI. Hakemli Belanche, D., Ib\u00e1\u00f1ez-S\u00e1nchez, S., Jord\u00e1n, P., & Matas, S. (2025). Customer reactions to generative AI vs. real images in high-involvement and hedonic services. International Journal of Information Management, 85, 102954. DOI. Hakemli Cicek, M., Gursoy, D., & Lu, L. (2025). Adverse impacts of revealing the presence of Artificial Intelligence technology in product and service descriptions on purchase intentions. Journal of Hospitality Marketing & Management, 34(1), 1\u201323. DOI. Zhang, L., & Hur, C. (2025). The Impact of Generative AI Images on Consumer Attitudes in Advertising. Administrative Sciences, 15(10), 395. DOI. Hakemli To, R. N., Wu, Y. C., Kianian, P., & Zhang, Z. (2025). When AI Doesn't Sell Prada: Why Using AI-Generated Advertisements Backfires for Luxury Brands. Journal of Advertising Research, 65(2), 202\u2013236. DOI. Kurum notu Buder, F., & Unfried, M. (2025). Transparency without trust. NIM INSIGHTS, 7, 36\u201341. Hakemli Bui, H. T., Filimonau, V., & Sezerel, H. (2024). Ai-thenticity: Exploring the effect of perceived authenticity of AI-generated visual content on tourist patronage intentions. Journal of Destination Marketing & Management, 34, 100956. DOI. Ba\u015fvuru maddesi Desveaud, K., & Pavone, G. (2026). Consumer Perceptions of AI-Generated Marketing Content. In R. Ladhari (Ed.), Encyclopedia of Artificial Intelligence in Marketing. Springer, Cham. DOI. Literat\u00fcr taramas\u0131 Baryshkov, K. (2026). Consumer Trust in AI-Generated Marketing Content: A Systematic Literature Review and Research Agenda. American Impact Review. DOI. Derginin hakemlik niteli\u011fi bu denetimde ba\u011f\u0131ms\u0131z olarak teyit edilemedi; hakemli birincil deney gibi kullan\u0131lmad\u0131. Bas\u0131n aktar\u0131m\u0131 Sands, S. ve ark. Swinburne University of Technology - AI reklam aversiyonu \u00fczerine d\u00f6rt deneysel \u00e7al\u0131\u015fma. Aktaran: Forbes, 28 May\u0131s 2026; tam hakemli makale k\u00fcnyesi bulunamad\u0131. Hakemli Mori, M. (2012). The uncanny valley [from the field]. K. MacDorman & N. Kageki, \u00c7ev. IEEE Robotics & Automation Magazine, 19(2), 98\u2013100. DOI (Orijinal 1970). Deneysel ve saha \u00e7al\u0131\u015fmalar\u0131 Hakemli Tainted by technology? The effect of AI-generated image labels on consumers' food purchase intentions. (2026). British Food Journal, 128(6), 2214\u20132230. DOI. \u00dc\u00e7 senaryo deneyi; alg\u0131lanan \u00f6zg\u00fcnl\u00fck, sat\u0131c\u0131 \u00e7abas\u0131 ve fiyat primi. Hakemli Israfilzade, K. (2025). AI-generated versus human-created advertising: Effects on consumer trust and purchase intent. Equilibrium Quarterly Journal of Economics and Economic Policy, 20(4), 1301\u20131337. DOI. 2\u00d72 tasar\u0131m; at\u0131\u015ft\u0131rmal\u0131k ve diz\u00fcst\u00fc bilgisayar. AI kullan\u0131m motivasyonunun d\u00fczenleyici rol\u00fc \u00fczerine Zhang & Hur deneyleri (n=130, n=79, son deney n=212) - \\\"gizlilik korumas\u0131\\\" ve \\\"maliyet verimlili\u011fi\\\" gerek\u00e7elerinin kar\u015f\u0131la\u015ft\u0131rmal\u0131 etkisi. M\u00fcnster School of Business (FH M\u00fcnster) & CECIRE, Ernsting's family ortakl\u0131\u011f\u0131yla y\u00fcr\u00fct\u00fclen moda perakendesi ara\u015ft\u0131rmas\u0131 - dekoratif g\u00f6rsellerde k\u0131smi kabul, ki\u015fisel ve model g\u00f6rsellerinde y\u00fcksek ele\u015ftiri. \u00d6n bask\u0131 Pec, M., Proszowska, A., & Rzewnis, G. (2026). When Do AI-Generated Product Images Work? Visual Authenticity, Trust and Seasonal Engagement in C2C E-Commerce. DOI \/ Preprints.org. Hakemli de\u011fildir; iki Vinted dalgas\u0131nda mevsimsel tersine d\u00f6n\u00fc\u015f raporlar. Kishnani, D. (2025). The Uncanny Valley: An Empirical Study on Human Perceptions of AI-Generated Text and Images (tez). T\u00fcketici ara\u015ft\u0131rmalar\u0131 ve sekt\u00f6r verisi Kurum anketi The Harris Poll, 4A's & Infillion (Haziran 2026). AI \u00fcretimi reklam ve t\u00fcketici g\u00fcveni ara\u015ft\u0131rmas\u0131. Birincil \u00f6zet. Kamuya a\u00e7\u0131k \u00f6zet \u00f6rneklem b\u00fcy\u00fckl\u00fc\u011f\u00fcn\u00fc vermedi\u011fi i\u00e7in metinde \u00f6rneklem say\u0131s\u0131 kullan\u0131lmad\u0131. Kurum anketi IAB & Sonata Insights (2026). The AI Ad Gap Widens. 505 ABD'li Z\/Y ku\u015fa\u011f\u0131 t\u00fcketici ve 104 reklam y\u00f6neticisi; Ekim 2025\u2013Ocak 2026. Fractl & Search Engine Land (Haziran 2026). AI search adoption rises as consumer trust declines (1.008 ABD t\u00fcketicisi, 150 pazarlamac\u0131). AI arama ve genel i\u00e7erik ara\u015ft\u0131rmas\u0131d\u0131r; \u00fcr\u00fcn foto\u011fraf\u0131 deneyi de\u011fildir. DoubleVerify (2026). Global Insights: Media Quality in the Age of AI - EMEA edisyonu. Aktaran: Advanced Television - https:\/\/www.advanced-television.com\/2026\/08\/06\/study-ai-slop-poses-growing-risk-to-brand-trust Klaviyo (2026). Consumer Trust in AI: What Brands Need to Know. Sayfadaki y\u00fczde 61 n\u00f6tr \/ y\u00fczde 32 daha az g\u00fcven bulgular\u0131 kullan\u0131ld\u0131. Clutch (Haziran 2026). AI in Branding ara\u015ft\u0131rmas\u0131 (408 t\u00fcketici). https:\/\/clutch.co\/resources\/ai-in-branding Kurum anketi Gartner (16 Mart 2026). 50y\u00fczde of Consumers Prefer Brands That Avoid Using GenAI. Ekim 2025'te 1.539 ABD t\u00fcketicisi. Cint (2026). 63y\u00fczde of U.S. Consumers Believe that Brands have a Moral Duty to Disclose AI-generated Content. https:\/\/www.cint.com\/newsroom\/63-of-u-s-consumers-believe-that-brands-have-a-moral-duty-to-disclose-ai-generated-content\/ EMARKETER (2026). Shoppers aren't impressed by AI-generated marketing. https:\/\/www.emarketer.com\/content\/shoppers-aren-t-impressed-by-ai-generated-marketing Emplifi (2026). AI and authentic reviews: what consumers really trust. https:\/\/emplifi.io\/resources\/infographic-ai-and-authentic-reviews-what-consumers-really-trust\/ Ara\u015ft\u0131rma Pew Research Center (17 Eyl\u00fcl 2025). How Americans View AI and Its Impact. y\u00fczde 76\/y\u00fczde 53 bulgular\u0131 genel ABD medya ba\u011flam\u0131ndad\u0131r. Storyblok & OnePoll (2023). 1.000 t\u00fcketiciyle AI sat\u0131n alma \u00f6nerisi anketi. Ayr\u0131 \u00e7al\u0131\u015fma: Storyblok & OnePoll (2022), 6.000 ki\u015fiyle genel web deneyimi ve sepet terki. Kurum ara\u015ft\u0131rmas\u0131 Lee, C. H. (2025). Can consumers distinguish between real and AI images in 2025? 301 ABD'li yeti\u015fkin; 2023 ve 2024 dalgalar\u0131yla kar\u015f\u0131la\u015ft\u0131rma. Sekt\u00f6r verisi NRF & Happy Returns (2025). 2025 Retail Returns Landscape: \u00e7evrim i\u00e7i sat\u0131\u015flarda tahmini y\u00fczde 19,3 iade. Coresight Research \/ 3DLOOK (2023). The True Cost of Apparel Returns. 3DLOOK sponsorlu, 100 ABD'li karar verici; online haz\u0131r giyimde y\u00fczde 24,4. Stylitics & Aha Studio (2026). On-Model AI Imagery in Fashion. 411 al\u0131\u015fveri\u015f\u00e7i; \u015firket destekli anket, beyan edilen tutum. Mevzuat ve i\u00e7tihat Resm\u00ee T.C. Ticaret Bakanl\u0131\u011f\u0131 (1 Temmuz 2026). Ticari Reklam ve Haks\u0131z Ticari Uygulamalar Y\u00f6netmeli\u011fi de\u011fi\u015fikli\u011fi \u00f6zeti. Resm\u00ee Gazete say\u0131 33297; y\u00fcr\u00fcrl\u00fck 1 A\u011fustos 2026. Resm\u00ee Avrupa Komisyonu. Transparency obligations under Article 50 of the AI Act. Avrupa Komisyonu. Guidelines on transparency obligations for providers and deployers of certain AI systems. https:\/\/digital-strategy.ec.europa.eu\/en\/policies\/guidelines-ai-transparency-obligations Resm\u00ee Regulation (EU) 2026\/1744 - Digital Omnibus on AI. Y\u00fcr\u00fcrl\u00fck: 27 Temmuz 2026 \u00b7 Avrupa Komisyonu \u00f6zeti. Goodwin (A\u011fustos 2026). Not Delayed, Not Deferred: EU AI Act Transparency Obligations Are Now in Force. https:\/\/www.goodwinlaw.com\/en\/insights\/publications\/2026\/08\/alerts-technology-dpc-eu-ai-act-transparency-obligations-now-in-force Morgan Lewis (A\u011fustos 2026). The EU AI Act's Transparency Rules: What Went Into Effect on 2 August. https:\/\/www.morganlewis.com\/blogs\/sourcingatmorganlewis\/2026\/08\/eu-ai-acts-transparency-rules-what-went-into-effect-on-2-august U.S. Copyright Office (29 Ocak 2025). Copyright and Artificial Intelligence, Part 2: Copyrightability. Resm\u00ee Thaler v. Perlmutter, No. 25-449 (U.S. 2 Mart 2026), cert. denied. Y\u00fcksek Mahkeme ba\u015fvuruyu esastan karara ba\u011flamad\u0131; insan eser sahipli\u011fi arayan alt mahkeme karar\u0131 bu dosyada y\u00fcr\u00fcrl\u00fckte kald\u0131. Mahkeme karar\u0131 Amtsgericht M\u00fcnchen, 13 \u015eubat 2026, 142 C 9786\/25. Bayern.Recht karar metni. Resm\u00ee New York State (9 Haziran 2026). Sentetik oyuncu i\u00e7eren reklamlarda a\u00e7\u0131klama yasas\u0131 \u00b7 General Business Law \u00a7 396-b. Federal Trade Commission (2024). FTC Announces Crackdown on Deceptive AI Claims and Schemes. https:\/\/www.ftc.gov\/news-events\/news\/press-releases\/2024\/09\/ftc-announces-crackdown-deceptive-ai-claims-schemes Platform politikalar\u0131 ve teknik standartlar Platform Etsy Seller Handbook. What is Etsy's stance on AI creations? Platform Amazon Seller Central. Product image guide \u00b7 How to tag media that contains an AI-generated person. Platform Google Merchant Center. AI-generated content and IPTC metadata. Platform TikTok Ads. Misleading and false content policy \u00b7 AI-generated content disclaimer. Meta (2024). Our Approach to Labeling AI-Generated Content and Manipulated Media. https:\/\/about.fb.com\/news\/2024\/04\/metas-approach-to-labeling-ai-generated-content-and-manipulated-media\/ YouTube (2026). Improving AI labels for viewers and creators. https:\/\/blog.youtube\/news-and-events\/improving-ai-labels-viewers-creators\/ C2PA. Verifying Media Content Sources. https:\/\/c2pa.org\/ Sony. Camera Authenticity Solution - desteklenen g\u00f6vdeler ve do\u011frulama hizmeti. https:\/\/authenticity.sony.net\/camera\/en-us\/ Google DeepMind (20 Kas\u0131m 2025). Introducing Nano Banana Pro (Gemini 3 Pro Image). https:\/\/blog.google\/innovation-and-ai\/products\/nano-banana-pro\/ TechCrunch (20 Kas\u0131m 2025). Google releases Nano Banana Pro, its latest image-generation model. https:\/\/techcrunch.com\/2025\/11\/20\/google-releases-nano-banana-pro-its-latest-image-generation-model\/ Marka vakalar\u0131 ve bas\u0131n Birincil Merriam-Webster (2025). \\\"Slop\\\" - 2025 Word of the Year \u00b7 Macquarie Dictionary (2025). \\\"AI slop\\\" - Word of the Year. Marka kayna\u011f\u0131 Mango Fashion Group (10 Temmuz 2024). Mango Teen \/ Sunset Dream AI kampanyas\u0131. Marka kayna\u011f\u0131 Zalando (7 May\u0131s 2025). AI i\u00e7erik ve dijital ikiz pilotu. Q4 2024 editoryal kampanya varl\u0131klar\u0131n\u0131n yakla\u015f\u0131k y\u00fczde 70'i. Marka kayna\u011f\u0131 H&M Group (2 Temmuz 2025). Dijital ikizlerle ilk g\u00f6rsel seti. The Guardian, The Independent, The New York Times (Mart 2023) - Levi Strauss & Co. ve Lalaland.ai i\u015f birli\u011fine y\u00f6nelik tepki haberleri. TechCrunch (3 A\u011fustos 2025). The uproar over Vogue's AI-generated ad isn't just about fashion. https:\/\/techcrunch.com\/2025\/08\/03\/the-uproar-over-vogues-ai-generated-ad-isnt-just-about-fashion Forbes (29 Temmuz 2025). Vogue Erupts: AI-Generated Models Spark Reader Fury And Industry Panic. https:\/\/www.forbes.com\/sites\/moinroberts-islam\/2025\/07\/29\/vogue-erupts-ai-generated-models-spark-reader-fury-and-industry-panic\/ FashionNetwork (2025). Vogue US faces backlash over Guess ad featuring AI-generated model. https:\/\/us.fashionnetwork.com\/news\/Vogue-us-faces-backlash-over-guess-ad-featuring-ai-generated-model,1754907.html Retail Dive. Aerie \\\"100y\u00fczde Aerie Real\\\" kampanyas\u0131 ve AI kar\u015f\u0131t\u0131 taahh\u00fct. https:\/\/retaildive.com\/news\/aerie-real-pamela-anderson-campaign-against-ai-advertising\/815942\/ DesignRush (2026). 7 Brands Using 'No AI' Disclaimers to Win Consumer Trust. https:\/\/news.designrush.com\/no-ai-disclaimers-brands-consumer-trust-2026 EMARKETER. AI in retail: Balancing automation with the human touch (Coca-Cola vakas\u0131). https:\/\/www.emarketer.com\/content\/ai-retail-balancing-automation-with-human-touch Moneywise (2026). 'Cheap' and 'lazy': How AI-generated images signal lower quality. https:\/\/moneywise.com\/life\/lifestyle\/ai-generated-images-brand-quality-human-made-luxury\"\r\n          }\r\n        }\r\n      ]\r\n    }\r\n  ]\r\n}\r\n  <\/script>\r\n<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>E-Ticaret G\u00f6rsel Stratejisi \/ A\u011fustos 2026 AI G\u00f6rseller mi, Ger\u00e7ek Foto\u011fraflar m\u0131? E-Ticarette Hangisi Daha \u00c7ok Sat\u0131yor? Bu soruyu 2026&#8217;da estetikle cevaplayamazs\u0131n\u0131z. Cevap; iade defterinde, mahkeme kararlar\u0131nda, pazaryerlerinin metadata \u015fartlar\u0131nda ve m\u00fc\u015fterinin kutuyu a\u00e7t\u0131\u011f\u0131 andaki y\u00fcz ifadesinde sakl\u0131. A\u015fa\u011f\u0131da hakemli ara\u015ft\u0131rmalar, t\u00fcketici anketleri, y\u00fcr\u00fcrl\u00fc\u011fe girmi\u015f yasalar ve yirmi y\u0131ll\u0131k prod\u00fcksiyon prati\u011fi ayn\u0131 masaya konuyor. LUX&hellip;<\/p>","protected":false},"author":1,"featured_media":95123,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[550],"tags":[],"class_list":["post-94848","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-fotografcilik"],"_links":{"self":[{"href":"https:\/\/burakbulut.net\/en\/wp-json\/wp\/v2\/posts\/94848","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/burakbulut.net\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/burakbulut.net\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/burakbulut.net\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/burakbulut.net\/en\/wp-json\/wp\/v2\/comments?post=94848"}],"version-history":[{"count":9,"href":"https:\/\/burakbulut.net\/en\/wp-json\/wp\/v2\/posts\/94848\/revisions"}],"predecessor-version":[{"id":99236,"href":"https:\/\/burakbulut.net\/en\/wp-json\/wp\/v2\/posts\/94848\/revisions\/99236"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/burakbulut.net\/en\/wp-json\/wp\/v2\/media\/95123"}],"wp:attachment":[{"href":"https:\/\/burakbulut.net\/en\/wp-json\/wp\/v2\/media?parent=94848"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/burakbulut.net\/en\/wp-json\/wp\/v2\/categories?post=94848"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/burakbulut.net\/en\/wp-json\/wp\/v2\/tags?post=94848"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}