{"id":14769,"date":"2026-03-30T12:30:04","date_gmt":"2026-03-30T09:30:04","guid":{"rendered":"https:\/\/www.stradiji.com\/?p=14769"},"modified":"2026-06-04T11:56:12","modified_gmt":"2026-06-04T08:56:12","slug":"yapay-zeka-sizi-neden-gormuyor","status":"publish","type":"post","link":"https:\/\/www.stradiji.com\/tr\/yapay-zeka-sizi-neden-gormuyor\/","title":{"rendered":"Yapay Zek\u00e2 Sizi Neden G\u00f6rm\u00fcyor? AEO: \u0130\u00e7eri\u011finizi Yapay Zek\u00e2 Yan\u0131tlar\u0131na Sokman\u0131n Bilimi"},"content":{"rendered":"<p>Peki AEO ile GEO (Generative Engine Optimization, \u00dcretken Motor Optimizasyonu) aras\u0131ndaki fark ne? Her ikisi de yapay zek\u00e2 g\u00f6r\u00fcn\u00fcrl\u00fc\u011f\u00fcn\u00fc hedefliyor, ama odaklar\u0131 farkl\u0131:<\/p>\n<ul>\n<li aria-level=\"1\"><strong>SEO (Search Engine Optimization):<\/strong> Geleneksel arama motorlar\u0131nda s\u0131ralama. Anahtar kelimeler, backlink\u2019ler, teknik altyap\u0131. T\u0131klama odakl\u0131.<\/li>\n<\/ul>\n<ul>\n<li aria-level=\"1\"><strong>AEO (Answer Engine Optimization):<\/strong> Google AI Overviews, Featured Snippets, People Also Ask kutular\u0131 ve sesli arama gibi do\u011frudan yan\u0131t veren platformlarda \u201cse\u00e7ilen yan\u0131t\u201d olmak. K\u0131sa, net, kopar\u0131labilir yan\u0131tlara odakl\u0131. Spesifik sorulara en iyi yan\u0131t olmay\u0131 hedefliyor.<\/li>\n<\/ul>\n<ul>\n<li aria-level=\"1\"><strong>GEO (Generative Engine Optimization):<\/strong> ChatGPT, Claude, Perplexity ve Gemini gibi b\u00fcy\u00fck dil modellerinin \u00fcretti\u011fi yan\u0131tlarda al\u0131nt\u0131lanmak. Kapsaml\u0131 konularda kaynak olarak g\u00f6sterilmeye odakl\u0131. Marka otoritesi, \u00fc\u00e7\u00fcnc\u00fc taraf bahsedilmeler ve entity zenginli\u011fi kritik.<\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-14772\" src=\"https:\/\/www.stradiji.com\/wp-content\/uploads\/2026\/03\/Ekran-goruntusu-2026-03-30-141403-300x162.png\" alt=\"\" width=\"622\" height=\"336\" srcset=\"https:\/\/stradiji.wpenginepowered.com\/wp-content\/uploads\/2026\/03\/Ekran-goruntusu-2026-03-30-141403-300x162.png 300w, https:\/\/stradiji.wpenginepowered.com\/wp-content\/uploads\/2026\/03\/Ekran-goruntusu-2026-03-30-141403.png 767w\" sizes=\"auto, (max-width: 622px) 100vw, 622px\" \/><\/p>\n<p><strong>Ortak noktalar\u0131:<\/strong> \u00fc\u00e7\u00fc de iyi bir teknik SEO temeli \u00fczerinde oturuyor. H\u0131zl\u0131 site, do\u011fru schema markup, temiz HTML yap\u0131s\u0131, E-E-A-T sinyalleri hepsinin ortak altyap\u0131s\u0131. AEO ve GEO, SEO\u2019nun yerine ge\u00e7miyor; SEO\u2019nun \u00fczerine in\u015fa ediliyor.<\/p>\n<p><strong>Farklar\u0131:<\/strong> SEO t\u0131klama pe\u015finde, AEO se\u00e7ilen yan\u0131t olma pe\u015finde, GEO al\u0131nt\u0131lanan kaynak olma pe\u015finde. SEO sayfay\u0131 s\u0131ralat\u0131r, AEO par\u00e7ay\u0131 se\u00e7tirir, GEO markay\u0131 \u00f6nerir.<\/p>\n<p>Ak\u0131ll\u0131 bir 2026 stratejisi \u00fc\u00e7\u00fcn\u00fc birlikte kullan\u0131yor. GEO kapsaml\u0131 konularda daha etkili, AEO k\u0131sa ve yan\u0131tlanabilir sorularda daha g\u00fc\u00e7l\u00fc. Ama ikisi de sa\u011flam bir SEO temeli olmadan \u00e7al\u0131\u015fm\u0131yor.<\/p>\n<h2><strong>Temel Ger\u00e7ek: Yapay Zek\u00e2 Sayfa S\u0131ralam\u0131yor, Par\u00e7a Se\u00e7iyor<\/strong><\/h2>\n<p><a href=\"https:\/\/www.searchenginejournal.com\/answer-engine-optimization-how-to-get-your-content-into-ai-responses\/570055\/\" target=\"_blank\" rel=\"noopener\">Slobodan Manic\u2019in Search Engine Journal\u2019daki kapsaml\u0131 AEO rehberi<\/a>, yapay zek\u00e2 aramas\u0131n\u0131n geleneksel aramadan k\u00f6kl\u00fc fark\u0131n\u0131 veriyle ortaya koyuyor.<\/p>\n<p>Geleneksel arama sayfalar\u0131 s\u0131ralar. Yapay zek\u00e2 aramas\u0131 ise temelden farkl\u0131 bir \u015fey yap\u0131yor. Microsoft\u2019un Bing ekibinden Krishna Madhavan bunu \u015f\u00f6yle a\u00e7\u0131kl\u0131yor: yapay zek\u00e2 asistanlar\u0131 i\u00e7eri\u011fi k\u00fc\u00e7\u00fck, yap\u0131sal par\u00e7alara ay\u0131r\u0131yor (parsing), her par\u00e7ay\u0131 otorite ve ilgililik a\u00e7\u0131s\u0131ndan de\u011ferlendiriyor, sonra birden fazla kaynaktan se\u00e7ti\u011fi par\u00e7alar\u0131 birle\u015ftirerek tek bir tutarl\u0131 yan\u0131t olu\u015fturuyor.<\/p>\n<p>Bu \u00e7ok \u00f6nemli bir ayr\u0131m. Sayfan\u0131z Google\u2019da 1. s\u0131rada olabilir, ama yapay zek\u00e2 yan\u0131tlar\u0131nda hi\u00e7 al\u0131nt\u0131lanmayabilir. Neden? \u00c7\u00fcnk\u00fc i\u00e7eri\u011finiz yapay zek\u00e2n\u0131n \u201c\u00e7\u0131kar\u0131p kullanabilece\u011fi\u201d par\u00e7alar h\u00e2linde yap\u0131land\u0131r\u0131lmam\u0131\u015f.<\/p>\n<p>Rakamlar de\u011fi\u015fimin boyutunu g\u00f6steriyor. Conductor\u2019\u0131n Ocak 2026 AEO\/GEO Benchmark Raporuna g\u00f6re (13.770 domain, 17 milyon yapay zek\u00e2 yan\u0131t\u0131 analiz edilmi\u015f) yapay zek\u00e2 trafi\u011fi t\u00fcm web sitesi oturumlar\u0131n\u0131n y\u00fczde 1,08&#8217;ini olu\u015fturuyor ve ayda yakla\u015f\u0131k y\u00fczde 1 b\u00fcy\u00fcyor. K\u00fc\u00e7\u00fck gibi g\u00f6r\u00fcn\u00fcyor, ama bile\u015fik b\u00fcy\u00fcme etkisini d\u00fc\u015f\u00fcn\u00fcn. Microsoft, yapay zek\u00e2 y\u00f6nlendirmelerinin Haziran 2025&#8217;te y\u0131ll\u0131k y\u00fczde 357 artt\u0131\u011f\u0131n\u0131 ve 1,13 milyar ziyarete ula\u015ft\u0131\u011f\u0131n\u0131 bildirdi. Google aramalar\u0131n\u0131n d\u00f6rtte biri art\u0131k AI Overview tetikliyor. Sa\u011fl\u0131k sekt\u00f6r\u00fcnde bu oran neredeyse ikide bir. Ve bu yan\u0131tlar\u0131n i\u00e7eri\u011fi bir yerden gelmek zorunda. Soru \u015fu: sizden mi gelecek?<\/p>\n<h2><strong>Ara\u015ft\u0131rmalar Ne Diyor? Al\u0131nt\u0131lanman\u0131n Bilimi<\/strong><\/h2>\n<p>Manic\u2019in makalesi, AEO alan\u0131ndaki akademik ara\u015ft\u0131rmalar\u0131 kronolojik olarak \u00f6zetliyor. \u0130\u015fte en \u00e7arp\u0131c\u0131 bulgular:<\/p>\n<p><strong>Princeton, IIT Delhi ve Georgia Tech ortak \u00e7al\u0131\u015fmas\u0131 (GEO, KDD 2024):<\/strong> Dokuz farkl\u0131 optimizasyon stratejisi test edildi. GEO teknikleri yapay zek\u00e2 g\u00f6r\u00fcn\u00fcrl\u00fc\u011f\u00fcn\u00fc y\u00fczde 40&#8217;a kadar art\u0131rd\u0131. En etkili teknik: g\u00fcvenilir kaynaklara at\u0131f yapmak. Bu tek ba\u015f\u0131na, \u00fcst s\u0131ralarda olmayan web siteleri i\u00e7in y\u00fczde 115,1 g\u00f6r\u00fcn\u00fcrl\u00fck art\u0131\u015f\u0131 sa\u011flad\u0131. Sezgisel beklentinin aksine, otoriter veya ikna edici tonla yazmak yapay zek\u00e2 g\u00f6r\u00fcn\u00fcrl\u00fc\u011f\u00fcn\u00fc art\u0131rmad\u0131. Yapay zek\u00e2 sistemleri retorik \u00fcsluba de\u011fil, do\u011frulanabilir bilgiye tepki veriyor.<\/p>\n<p><strong>Toronto \u00dcniversitesi \u00e7al\u0131\u015fmas\u0131 (Eyl\u00fcl 2025):<\/strong> ChatGPT, Perplexity, Gemini ve Claude \u00fczerinde yap\u0131lan ilk b\u00fcy\u00fck \u00f6l\u00e7ekli kar\u015f\u0131la\u015ft\u0131rmal\u0131 analiz. En \u00e7arp\u0131c\u0131 bulgu: yapay zek\u00e2 aramas\u0131, ba\u011f\u0131ms\u0131z (earned) medyay\u0131 ezici bi\u00e7imde tercih ediyor. T\u00fcketici elektroni\u011finde yapay zek\u00e2, \u00fc\u00e7\u00fcnc\u00fc taraf otoriter kaynaklara y\u00fczde 92,1 oran\u0131nda at\u0131f yapt\u0131. Google\u2019da bu oran y\u00fczde 54,1. Otomotivde: y\u00fczde 81,9&#8217;a kar\u015f\u0131 y\u00fczde 45,1. Yani sadece nas\u0131l yazd\u0131\u011f\u0131n\u0131z de\u011fil, i\u00e7eri\u011finizin hangi domainde yay\u0131mland\u0131\u011f\u0131 da kritik. Bas\u0131n haberleri, ba\u011f\u0131ms\u0131z \u00fcr\u00fcn incelemeleri ve sekt\u00f6r yay\u0131nlar\u0131ndaki bahsedilmeler, kendi web sitenizden \u00e7ok daha fazla a\u011f\u0131rl\u0131k ta\u015f\u0131yor.<\/p>\n<p><strong>Carnegie Mellon AutoGEO \u00e7al\u0131\u015fmas\u0131 (Ekim 2025):<\/strong> Otomatik y\u00f6ntemlerle yapay zek\u00e2 motorlar\u0131n\u0131n ger\u00e7ekte neyi tercih etti\u011fini ara\u015ft\u0131rd\u0131. Sonu\u00e7lar: en iyi baseline\u2019a g\u00f6re y\u00fczde 50,99 iyile\u015fme. Motorlar aras\u0131nda evrensel tercihler ortaya \u00e7\u0131kt\u0131: kapsaml\u0131 konu ele al\u0131\u015f\u0131, al\u0131nt\u0131larla desteklenmi\u015f olgusal do\u011fruluk, ba\u015fl\u0131klar ve listelerle net mant\u0131ksal yap\u0131 ve sorulara do\u011frudan yan\u0131t.<\/p>\n<p><strong>GEO-16 \u00e7er\u00e7evesi (Eyl\u00fcl 2025):<\/strong> Brave, Google AI Overviews ve Perplexity\u2019den 1.702 ger\u00e7ek al\u0131nt\u0131 analiz edildi. Al\u0131nt\u0131lanma olas\u0131l\u0131\u011f\u0131n\u0131 tahmin eden 16 sayfa i\u00e7i kalite fakt\u00f6r\u00fc belirlendi. \u0130lk \u00fc\u00e7: metadata ve tazelik, semantik HTML ve yap\u0131sal veri (structured data). Teknik sayfa i\u00e7i fakt\u00f6rler, yaz\u0131 kalitesi kadar belirleyici.<\/p>\n<p><strong>Columbia ve MIT e-ticaret \u00e7al\u0131\u015fmas\u0131 (Kas\u0131m 2025):<\/strong> Ger\u00e7ek\u00e7ilik kontrol\u00fc niteli\u011finde. 15 yayg\u0131n i\u00e7erik yeniden yazma tekni\u011finden 10&#8217;u ihmal edilebilir veya negatif sonu\u00e7 \u00fcretti. \u0130\u015fe yarayan stratejiler do\u011fruluk, kullan\u0131c\u0131 niyetiyle uyum ve rekabet\u00e7i farkl\u0131la\u015fma etraf\u0131nda yo\u011funla\u015f\u0131yordu. Hile de\u011fil, \u00f6z.<\/p>\n<p>T\u00fcm ara\u015ft\u0131rmalar\u0131n ortak mesaj\u0131 \u015fu: yapay zek\u00e2 sistemleri netli\u011fi, olgusal do\u011frulu\u011fu ve yap\u0131sal d\u00fczeni \u00f6d\u00fcllendiriyor. Pazarlama dilini, ikna taktiklerini veya anahtar kelime yo\u011funlu\u011funu \u00f6d\u00fcllendirmiyor.<\/p>\n<h2><strong>Yapay Zek\u00e2 Taraf\u0131ndan Al\u0131nt\u0131lanman\u0131z\u0131 Sa\u011flayan \u0130\u00e7erik Yap\u0131s\u0131<\/strong><\/h2>\n<p>Manic\u2019in makalesi, Microsoft ve Google\u2019\u0131n resmi rehberliklerinden yola \u00e7\u0131karak al\u0131nt\u0131lanabilir i\u00e7eri\u011fin yap\u0131sal \u00f6zelliklerini s\u0131ral\u0131yor:<\/p>\n<p>Ba\u015fl\u0131k hiyerar\u015fisi her zamankinden daha kritik. Her H2 ve H3 ba\u015fl\u0131\u011f\u0131 tek bir spesifik fikri kapsamal\u0131. Microsoft\u2019un ifadesiyle: g\u00fc\u00e7l\u00fc ba\u015fl\u0131klar, yapay zek\u00e2ya bir fikrin nerede ba\u015flay\u0131p nerede bitti\u011fini g\u00f6steren sinyaller. \u201cDaha Fazla Bilgi\u201d veya \u201cGenel Bak\u0131\u015f\u201d gibi belirsiz ba\u015fl\u0131klar yapay zek\u00e2ya hi\u00e7bir \u015fey s\u00f6ylemiyor. \u201cYapay zek\u00e2 motorlar\u0131 i\u00e7eri\u011fi arama motorlar\u0131ndan nas\u0131l farkl\u0131 i\u015fliyor\u201d gibi bir ba\u015fl\u0131k ise b\u00f6l\u00fcm\u00fcn tam olarak neyi kapsad\u0131\u011f\u0131n\u0131 sisteme bildiriyor.<\/p>\n<p>Soru-cevap format\u0131 yapay zek\u00e2ya do\u011fal geliyor. Sorular\u0131 ba\u015fl\u0131k olarak yaz\u0131n, altlar\u0131na do\u011frudan yan\u0131tlar koyun. <strong>Microsoft\u2019un notu:<\/strong> yapay zek\u00e2 asistanlar\u0131 bu \u00e7iftleri neredeyse birebir yan\u0131tlar\u0131na aktarabiliyor. \u0130\u00e7eri\u011finiz, bir kullan\u0131c\u0131n\u0131n yapay zek\u00e2ya sordu\u011fu soruyu yan\u0131tl\u0131yorsa ve net bir soru-cevap \u00e7ifti olarak yap\u0131land\u0131r\u0131lm\u0131\u015fsa, yapay zek\u00e2n\u0131n i\u015fini kolayla\u015ft\u0131rm\u0131\u015f olursunuz.<\/p>\n<p>\u0130\u00e7eri\u011finizi \u201ckopar\u0131labilir\u201d yap\u0131n. Madde i\u015faretli ve numaral\u0131 listeler, kar\u015f\u0131la\u015ft\u0131rma tablolar\u0131, ad\u0131m ad\u0131m talimatlar. Bu formatlar yapay zek\u00e2ya temiz, \u00e7\u0131kar\u0131labilir par\u00e7alar sunuyor. Metin duvar\u0131n\u0131n i\u00e7ine g\u00f6m\u00fclm\u00fc\u015f bir paragraf, yapay zek\u00e2n\u0131n izole etmesi i\u00e7in ayn\u0131 bilginin \u00fc\u00e7 maddelik bir liste olarak sunulmas\u0131ndan \u00e7ok daha zor.<\/p>\n<p>Yan\u0131t\u0131 ba\u015fa koyun (BLUF). B\u00f6l\u00fcmlere anahtar bilgiyle ba\u015flay\u0131n, ba\u011flam\u0131 sonra verin. Kullan\u0131c\u0131 \u201cekmek ka\u00e7 derecede pi\u015firilir?\u201d diye sordu\u011funda i\u00e7eri\u011finiz iki paragraf ekmek tarihiyle ba\u015flay\u0131p sonra 190\u00b0C diyorsa, yan\u0131tla ba\u015flayan rakibinize al\u0131nt\u0131y\u0131 kapt\u0131r\u0131rs\u0131n\u0131z.<\/p>\n<p>Her b\u00f6l\u00fcm kendi ba\u015f\u0131na anlaml\u0131 olmal\u0131. Yapay zek\u00e2 par\u00e7a se\u00e7iyor. Par\u00e7an\u0131z sadece sayfan\u0131n b\u00fct\u00fcn\u00fc ba\u011flam\u0131nda anlam ifade ediyorsa se\u00e7ilmeyecek.<\/p>\n<p><strong>Microsoft\u2019tan kritik teknik not:<\/strong> \u00d6nemli yan\u0131tlar\u0131 sekmelerin veya a\u00e7\u0131l\u0131r men\u00fclerin arkas\u0131na saklamay\u0131n. Yapay zek\u00e2 sistemleri gizli i\u00e7eri\u011fi render etmeyebilir. SSS yan\u0131tlar\u0131 akordiyon i\u00e7inde, \u00fcr\u00fcn \u00f6zellikleri sekme arkas\u0131nda, etkile\u015fim gerektiren i\u00e7erik: t\u00fcm bunlar yapay zek\u00e2 i\u00e7in g\u00f6r\u00fcnmez olabilir. Bilgi \u00f6nemliyse g\u00f6r\u00fcn\u00fcr HTML\u2019de olmal\u0131.<br \/>\n<!-- Google Preferred Source widget for stradiji.com --><\/p>\n<div style=\"max-width:680px;margin:40px auto;padding:28px 30px;background:#ffffff;border:1px solid #E6E8EB;border-left:5px solid #c62d37;border-radius:10px;box-shadow:0 6px 20px rgba(0,0,0,0.08);font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,Helvetica,Arial,sans-serif;\">\n<div style=\"display:flex;align-items:flex-start;gap:14px;\">\n<div style=\"flex:0 0 auto;line-height:0;margin-top:3px;\">\n      <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"34\" height=\"34\" viewBox=\"0 0 24 24\" fill=\"#c62d37\" aria-hidden=\"true\"><path d=\"M12 2l2.9 6.26L22 9.27l-5 4.87L18.18 22 12 18.56 5.82 22 7 14.14l-5-4.87 7.1-1.01L12 2z\"\/><\/svg>\n    <\/div>\n<div style=\"flex:1 1 auto;\">\n<p style=\"margin:0 0 8px;font-size:19px;line-height:1.35;font-weight:700;color:#c62d37;\">Bunu faydal\u0131 buldunuz mu? Google&#8217;da ilk ba\u015fvurdu\u011funuz kaynak biz olal\u0131m.<\/p>\n<p style=\"margin:0 0 18px;font-size:15px;line-height:1.6;color:#48566A;\">\u0130\u00e7eriklerimizi faydal\u0131 bulduysan\u0131z, Google&#8217;a aramalar\u0131n\u0131zda Stradiji&#8217;den daha fazla i\u00e7erik g\u00f6rmek istedi\u011finizi bildirebilirsiniz. A\u015fa\u011f\u0131daki ba\u011flant\u0131ya t\u0131klay\u0131n ve a\u00e7\u0131lan sayfada <strong>Stradiji&#8217;nin yan\u0131ndaki kutuyu i\u015faretleyin.<\/strong> \u0130\u015flem yaln\u0131zca birka\u00e7 saniye s\u00fcrer.<\/p>\n<p>      <a href=\"https:\/\/google.com\/preferences\/source?q=stradiji.com\" target=\"_blank\" rel=\"noopener nofollow\" aria-label=\"Google&#039;da Stradiji&#039;yi Takip Edin\" style=\"display:inline-block;padding:13px 26px;background:#c62d37;color:#ffffff;font-size:15px;font-weight:600;text-decoration:none;border-radius:8px;\" onmouseover=\"this.style.background=&#039;#051635&#039;\" onmouseout=\"this.style.background=&#039;#c62d37&#039;\" onclick=\"if(typeof gtag===&#039;function&#039;){gtag(&#039;event&#039;,&#039;add_preferred_source_click&#039;,{utm_source:&#039;stradiji_com&#039;,utm_medium:&#039;blog_widget&#039;,utm_campaign:&#039;google_preferred_source&#039;,page_path:location.pathname});}\">Google&#8217;da Stradiji&#8217;yi Takip Edin<\/a><\/p>\n<p style=\"margin:14px 0 0;font-size:12.5px;line-height:1.5;color:#8A94A3;\">Google hesab\u0131n\u0131zda oturum a\u00e7m\u0131\u015f olman\u0131z gerekir. Ba\u011flant\u0131ya t\u0131klay\u0131n ve a\u00e7\u0131lan sayfada ismimizin yan\u0131ndaki kutuyu i\u015faretleyin.<\/p>\n<\/p><\/div><\/div>\n<\/div>\n<h2><strong>Google ve Microsoft: \u0130ki Farkl\u0131 Felsefe<\/strong><\/h2>\n<p>Manic\u2019in makalesinde dikkat \u00e7eken bir kar\u015f\u0131la\u015ft\u0131rma var. Google diyor ki: iyi SEO yap\u0131n, yeter. Resmi dok\u00fcmantasyonlar\u0131 kas\u0131tl\u0131 olarak minimalist. Microsoft ise diyor ki: i\u015fte size oyun plan\u0131. Ekim 2025 blog yaz\u0131lar\u0131 ve Ocak 2026 rehberleri detayl\u0131, uygulanabilir tavsiyeler sunuyor: spesifik ba\u015fl\u0131k yap\u0131lar\u0131, schema \u00f6nerileri, i\u00e7erik formatlama kurallar\u0131, somut \u00f6rnekler.<\/p>\n<p>Fark\u0131n sebebi k\u0131smen pazar konumu. Google aramaya h\u00e2kim, yapay zek\u00e2 \u00f6zelliklerini optimize etmenize yard\u0131mc\u0131 olman\u0131n te\u015fviki d\u00fc\u015f\u00fck. Microsoft ise y\u00fczde 8 pazar pay\u0131yla yay\u0131nc\u0131lara kendi ekosistemine \u00f6zel optimizasyon yapmalar\u0131 i\u00e7in sebepler sunmaktan k\u00e2rl\u0131 \u00e7\u0131k\u0131yor.<\/p>\n<p><strong>Ama pratik \u00e7\u0131kar\u0131m \u015fu:<\/strong> Microsoft\u2019un rehberli\u011fi Bing\u2019e \u00f6zg\u00fc de\u011fil. Yap\u0131sal i\u00e7erik, net ba\u015fl\u0131klar, kopar\u0131labilir formatlar, schema markup ve uzman otoritesi ilkeleri evrensel. Microsoft\u2019un oyun plan\u0131n\u0131 takip etmek, Google\u2019\u0131n yapay zek\u00e2 sistemi dahil her yapay zek\u00e2 sistemi i\u00e7in i\u00e7eri\u011finizi iyile\u015ftirir. Google bunu size s\u00f6ylemeyecek.<\/p>\n<h2><strong>Schema Markup: Metinden Bilgiye D\u00f6n\u00fc\u015f\u00fcm<\/strong><\/h2>\n<p>Microsoft, schema\u2019y\u0131 \u201cd\u00fcz metni, makinelerin g\u00fcvenle yorumlayabilece\u011fi yap\u0131sal veriye d\u00f6n\u00fc\u015ft\u00fcren kod\u201d olarak tan\u0131ml\u0131yor. Krishna Madhavan Pubcon\u2019da bunu peki\u015ftirdi: \u201cSchema\u2019lar \u00e7ok faydal\u0131. Sistemin, tahmin etmek zorunda kalmadan bilginizin tam olarak ne oldu\u011funu anlamas\u0131na yard\u0131mc\u0131 oluyor.\u201d<\/p>\n<p>GEO-16 \u00e7er\u00e7evesi bunu akademik taraftan do\u011fruluyor: yap\u0131sal veri, yapay zek\u00e2 al\u0131nt\u0131lanma olas\u0131l\u0131\u011f\u0131n\u0131 tahmin eden ilk \u00fc\u00e7 fakt\u00f6rden biri.<\/p>\n<p>Yapay zek\u00e2 g\u00f6r\u00fcn\u00fcrl\u00fc\u011f\u00fc i\u00e7in en kritik schema t\u00fcrleri: FAQPage (soru-cevap i\u00e7erikleri i\u00e7in, yapay zek\u00e2n\u0131n yan\u0131t format\u0131yla do\u011frudan e\u015fle\u015fiyor), HowTo (ad\u0131m ad\u0131m talimatlar i\u00e7in), Product ile Offer, AggregateRating ve Review (e-ticaret i\u00e7in), Article\/BlogPosting (net yazarl\u0131k ve tarih bilgisi olan i\u00e7erikler i\u00e7in) ve Organization (kurumsal kimlik i\u00e7in). Yap\u0131sal veriyi IndexNow ile e\u015fle\u015ftirin: IndexNow arama motorlar\u0131na bir \u015feyin de\u011fi\u015fti\u011fini, yap\u0131sal veri ise neyin de\u011fi\u015fti\u011fini s\u00f6yler.<\/p>\n<h2><strong>Yapay Zek\u00e2 \u0130\u00e7in E-E-A-T<\/strong><\/h2>\n<p>E-E-A-T (Deneyim, Uzmanl\u0131k, Otorite, G\u00fcvenilirlik) art\u0131k sadece Google\u2019\u0131n de\u011fil, t\u00fcm yapay zek\u00e2 sistemlerinin arad\u0131\u011f\u0131 sinyal. Ama burada \u00f6nemli bir n\u00fcans var: orijinal GEO ara\u015ft\u0131rmas\u0131, ikna edici veya otoriter tonla yazman\u0131n yapay zek\u00e2 g\u00f6r\u00fcn\u00fcrl\u00fc\u011f\u00fcn\u00fc art\u0131rmad\u0131\u011f\u0131n\u0131 buldu. Olgular ve kaynak g\u00f6sterilen at\u0131flar art\u0131rd\u0131. Pazarlama dili algoritmalar\u0131 etkilemiyor.<\/p>\n<p>Toronto \u00dcniversitesi\u2019nin bulgusuyla birle\u015ftirin: yapay zek\u00e2 sistemleri kendi kendini \u00f6vmeye de\u011fil, \u00fc\u00e7\u00fcnc\u00fc taraf do\u011frulamas\u0131na g\u00fcveniyor. Y\u00fczde 92,1&#8217;lik \u00fc\u00e7\u00fcnc\u00fc taraf kaynak tercih oran\u0131 bunu a\u00e7\u0131k\u00e7a g\u00f6steriyor. Dolay\u0131s\u0131yla uzmanl\u0131\u011f\u0131n\u0131z\u0131 sekt\u00f6r yay\u0131nlar\u0131nda yay\u0131mlamak, bas\u0131n haberi almak ve otoriter platformlarda var olmak, kendi sitenizdeki metni m\u00fckemmelle\u015ftirmekten yapay zek\u00e2 g\u00f6r\u00fcn\u00fcrl\u00fc\u011f\u00fc a\u00e7\u0131s\u0131ndan daha etkili.<\/p>\n<p>Tazelik ise bonus de\u011fil, sinyal. Krishna Madhavan Pubcon\u2019da bunu netle\u015ftirdi: eski veya eksik i\u00e7erik, yapay zek\u00e2 sistemlerinin kaynak olarak alabilece\u011fi i\u00e7erik miktar\u0131n\u0131 k\u0131s\u0131tl\u0131yor ve ajanlar\u0131 alternatif kaynaklara y\u00f6nlendiriyor.<\/p>\n<h4><strong>Mert\u2019in Notu: \u201cNas\u0131l S\u0131ralan\u0131r\u0131m?\u201d Sorusunun Yerini \u201cNas\u0131l Se\u00e7ilirim?\u201d Ald\u0131<\/strong><\/h4>\n<p>Bu makaleden \u00e7\u0131kan en temel mesaj\u0131 tek c\u00fcmleye indirgemem gerekse \u015funu s\u00f6ylerim: geleneksel SEO \u201cnas\u0131l s\u0131ralan\u0131r\u0131m?\u201d sorusunu soruyordu. AEO \u201cnas\u0131l se\u00e7ilen par\u00e7a olurum?\u201d sorusunu soruyor.<\/p>\n<p>Yan\u0131t tek bir hile de\u011fil. Net yap\u0131, do\u011frulanabilir uzmanl\u0131k ve yapay zek\u00e2n\u0131n g\u00fcvenle \u00e7\u0131kar\u0131p al\u0131nt\u0131layabilece\u011fi i\u00e7erik. \u0130kna edici tondan, pazarlama jargonundan ve anahtar kelime yo\u011funlu\u011fundan uzakla\u015fmak. Olgulara, kaynak g\u00f6stermeye ve yap\u0131sal d\u00fczene yakla\u015fmak.<\/p>\n<p>Ge\u00e7en hafta \u201cki\u015fiselle\u015ftirme + reklamlar = bir\u00e7ok SEO stratejisinin sonu\u201d demi\u015ftim. Bu hafta form\u00fcle \u00fc\u00e7\u00fcnc\u00fc boyutu ekliyorum: i\u00e7eri\u011finiz yapay zek\u00e2 taraf\u0131ndan kopar\u0131labilir, do\u011frulanabilir ve al\u0131nt\u0131lanabilir de\u011filse, ki\u015fiselle\u015ftirme ve reklamlarla birlikte \u00fc\u00e7l\u00fc darbe yiyorsunuz.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Geleneksel arama motorlar\u0131 sayfa s\u0131ralarken, yapay zek\u00e2 art\u0131k &#8220;par\u00e7a se\u00e7iyor&#8221;. ChatGPT, Gemini ve Perplexity gibi platformlarda al\u0131nt\u0131lanmak i\u00e7in i\u00e7eri\u011finizi nas\u0131l yap\u0131land\u0131rmal\u0131s\u0131n\u0131z? AEO ve GEO stratejileriyle, &#8220;nas\u0131l s\u0131ralan\u0131r\u0131m?&#8221; sorusundan &#8220;nas\u0131l se\u00e7ilirim?&#8221; a\u015famas\u0131na ge\u00e7i\u015fin veriye dayal\u0131 yol haritas\u0131n\u0131 ke\u015ffedin.<\/p>\n","protected":false},"author":1,"featured_media":14770,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[282,1311],"tags":[],"class_list":["post-14769","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-dijital-pazarlama","category-yapay-zeka-ai"],"_links":{"self":[{"href":"https:\/\/www.stradiji.com\/tr\/wp-json\/wp\/v2\/posts\/14769","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.stradiji.com\/tr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.stradiji.com\/tr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.stradiji.com\/tr\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.stradiji.com\/tr\/wp-json\/wp\/v2\/comments?post=14769"}],"version-history":[{"count":0,"href":"https:\/\/www.stradiji.com\/tr\/wp-json\/wp\/v2\/posts\/14769\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.stradiji.com\/tr\/wp-json\/wp\/v2\/media\/14770"}],"wp:attachment":[{"href":"https:\/\/www.stradiji.com\/tr\/wp-json\/wp\/v2\/media?parent=14769"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.stradiji.com\/tr\/wp-json\/wp\/v2\/categories?post=14769"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.stradiji.com\/tr\/wp-json\/wp\/v2\/tags?post=14769"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}