{"id":63078,"date":"2026-11-06T20:15:11","date_gmt":"2026-11-06T17:15:11","guid":{"rendered":"https:\/\/www.karekod.org\/blog\/?p=63078"},"modified":"2026-11-06T20:16:25","modified_gmt":"2026-11-06T17:16:25","slug":"seo-icin-en-iyi-yapay-zeka","status":"publish","type":"post","link":"https:\/\/www.karekod.org\/blog\/seo-icin-en-iyi-yapay-zeka\/","title":{"rendered":"SEO \u0130\u00e7in En \u0130yi Yapay Zek\u00e2 Hangisi? ChatGPT, Gemini ve Claude Testi"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><strong>SEO i\u00e7in en iyi yapay zek\u00e2 hangisi?<\/strong> ChatGPT, Google Gemini ve Claude, internet siteleri i\u00e7in makale haz\u0131rlamak, i\u00e7erikleri optimize etmek ve anahtar kelime odakl\u0131 \u00e7al\u0131\u015fmalar y\u00fcr\u00fctmek amac\u0131yla kullan\u0131labiliyor. Ancak as\u0131l merak edilen soru \u015fu: <strong>ChatGPT, Gemini veya Claude ile yaz\u0131lan makalelerden hangisi Google&#8217;da daha \u00fcst s\u0131ralara \u00e7\u0131k\u0131yor?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">2026 y\u0131l\u0131nda Semrush, Ahrefs ve SE Ranking taraf\u0131ndan yay\u0131mlanan ara\u015ft\u0131rmalar, yapay zek\u00e2 ile \u00fcretilen i\u00e7eriklerin Google performans\u0131na ili\u015fkin \u00f6nemli bulgular ortaya koyuyor. Baz\u0131 yapay zek\u00e2 i\u00e7erikleri arama sonu\u00e7lar\u0131nda ilk \u00fc\u00e7 s\u0131raya girebilirken, insan katk\u0131s\u0131n\u0131n yo\u011fun oldu\u011fu i\u00e7eriklerin \u00fcst s\u0131ralardaki pay\u0131 da dikkat \u00e7ekiyor.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Peki, bu sonu\u00e7lar hangi yapay zek\u00e2n\u0131n daha ba\u015far\u0131l\u0131 oldu\u011funu g\u00f6steriyor mu?<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Bu soruya yan\u0131t aramak i\u00e7in <strong>Karekod Blog olarak ChatGPT, Gemini ve Claude&#8217;a ayn\u0131 T\u00fcrk\u00e7e anahtar kelimeyi ve ayn\u0131 makale yazma g\u00f6revini verdik.<\/strong> Ortaya \u00e7\u0131kan taslaklar\u0131 kaynak do\u011frulu\u011fu, arama niyeti, \u00f6zg\u00fcn katk\u0131, anlat\u0131m ve yay\u0131n \u00f6ncesi d\u00fczenleme ihtiyac\u0131 a\u00e7\u0131s\u0131ndan kar\u015f\u0131la\u015ft\u0131rd\u0131k.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Bu makalede hem kendi uygulamam\u0131z\u0131n bulgular\u0131n\u0131 hem de 2026 y\u0131l\u0131nda yay\u0131mlanan geni\u015f kapsaml\u0131 SEO ara\u015ft\u0131rmalar\u0131n\u0131 inceliyoruz.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>H\u0131zl\u0131 \u00d6zet<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Google&#8217;\u0131n yakla\u015f\u0131m\u0131:<\/strong> Yapay zek\u00e2 ile makale yazmak tek ba\u015f\u0131na s\u0131ralama avantaj\u0131 veya ceza nedeni de\u011fildir.<\/li>\n\n\n\n<li><strong>Semrush ara\u015ft\u0131rmas\u0131:<\/strong> 42.000 blog sayfas\u0131 incelendi. \u0130lk s\u0131radaki sonu\u00e7larda insan yaz\u0131m\u0131 olarak s\u0131n\u0131fland\u0131r\u0131lan i\u00e7eriklerin pay\u0131 yakla\u015f\u0131k %80, tamamen yapay zek\u00e2 \u00fcretimi s\u0131n\u0131f\u0131n\u0131n pay\u0131 ise yakla\u015f\u0131k %9\u201310 oldu.<\/li>\n\n\n\n<li><strong>Ahrefs ara\u015ft\u0131rmas\u0131:<\/strong> Google&#8217;\u0131n ilk \u00fc\u00e7 s\u0131ras\u0131nda bulunan ve incelenebilen sayfalar\u0131n %5,3&#8217;\u00fc tamamen yapay zek\u00e2 \u00fcretimi olarak s\u0131n\u0131fland\u0131r\u0131ld\u0131.<\/li>\n\n\n\n<li><strong>SE Ranking deneyi:<\/strong> 20 yeni alan ad\u0131nda yay\u0131mlanan 2.000 yapay zek\u00e2 makalesi 16 ay izlendi. \u0130lk g\u00f6r\u00fcn\u00fcrl\u00fc\u011f\u00fcn ard\u0131ndan organik performans genel olarak zay\u0131flad\u0131.<\/li>\n\n\n\n<li><strong>Karekod Blog testi:<\/strong> ChatGPT uygulamal\u0131 anlat\u0131mda, Claude kaynak belirsizliklerini a\u00e7\u0131klamada \u00f6ne \u00e7\u0131kt\u0131. Gemini&#8217;nin incelenen metninde teknik d\u00fczeltme gerektiren bir genelleme bulundu.<\/li>\n\n\n\n<li><strong>Sonu\u00e7:<\/strong> Google&#8217;da daha y\u00fcksek s\u0131ralama sa\u011flayan kesin bir yapay zek\u00e2 kazanan\u0131 belirlenemedi.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><em>Ara\u015ft\u0131rma tarihi: 6 Kas\u0131m 2026. Bu yaz\u0131, yay\u0131mlanm\u0131\u015f sekt\u00f6r ara\u015ft\u0131rmalar\u0131 ve Karekod Blog&#8217;un tek g\u00f6rev \u00fczerinden ger\u00e7ekle\u015ftirdi\u011fi editoryal kar\u015f\u0131la\u015ft\u0131rmay\u0131 birle\u015ftirmektedir.<\/em><\/p>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_89 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\"><p class=\"ez-toc-title\" style=\"cursor:inherit\">\u0130\u00e7indekiler<\/p>\n<\/div><nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.karekod.org\/blog\/seo-icin-en-iyi-yapay-zeka\/#Google_Yapay_Zeka_ile_Yazilan_Makaleleri_Nasil_Siraliyor\" >Google Yapay Zek\u00e2 ile Yaz\u0131lan Makaleleri Nas\u0131l S\u0131ral\u0131yor?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.karekod.org\/blog\/seo-icin-en-iyi-yapay-zeka\/#2026_Arastirmasi_Yapay_Zeka_ile_Yazilan_Makaleler_Googleda_Kacinci_Sirada\" >2026 Ara\u015ft\u0131rmas\u0131: Yapay Zek\u00e2 ile Yaz\u0131lan Makaleler Google&#8217;da Ka\u00e7\u0131nc\u0131 S\u0131rada?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.karekod.org\/blog\/seo-icin-en-iyi-yapay-zeka\/#SEO_Icin_ChatGPT_Gemini_ve_Claude_Karsilastirmasi\" >SEO \u0130\u00e7in ChatGPT, Gemini ve Claude Kar\u015f\u0131la\u015ft\u0131rmas\u0131<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.karekod.org\/blog\/seo-icin-en-iyi-yapay-zeka\/#Ayni_SEO_Makalesini_ChatGPT_Gemini_ve_Claude_Nasil_Yaziyor\" >Ayn\u0131 SEO Makalesini ChatGPT, Gemini ve Claude Nas\u0131l Yaz\u0131yor?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.karekod.org\/blog\/seo-icin-en-iyi-yapay-zeka\/#SEO_Makalesi_Yazmak_Icin_Hangi_Yapay_Zeka_Tercih_Edilmeli\" >SEO Makalesi Yazmak \u0130\u00e7in Hangi Yapay Zek\u00e2 Tercih Edilmeli?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.karekod.org\/blog\/seo-icin-en-iyi-yapay-zeka\/#Googleda_Ust_Siralara_Cikmak_Icin_Yapay_Zeka_Nasil_Kullanilmali\" >Google&#8217;da \u00dcst S\u0131ralara \u00c7\u0131kmak \u0130\u00e7in Yapay Zek\u00e2 Nas\u0131l Kullan\u0131lmal\u0131?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.karekod.org\/blog\/seo-icin-en-iyi-yapay-zeka\/#ChatGPT_Gemini_ve_Claudeun_Google_Siralama_Performansi_Nasil_Test_Edilebilir\" >ChatGPT, Gemini ve Claude&#8217;un Google S\u0131ralama Performans\u0131 Nas\u0131l Test Edilebilir?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/www.karekod.org\/blog\/seo-icin-en-iyi-yapay-zeka\/#Yapay_Zeka_Makaleleri_Google_AI_Overviews_ve_AI_Modeda_Avantaj_Sagliyor_mu\" >Yapay Zek\u00e2 Makaleleri Google AI Overviews ve AI Mode&#8217;da Avantaj Sa\u011fl\u0131yor mu?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/www.karekod.org\/blog\/seo-icin-en-iyi-yapay-zeka\/#Editor_Yorumu_SEO_Icin_En_Iyi_Yapay_Zeka_Hangisi\" >Edit\u00f6r Yorumu: SEO \u0130\u00e7in En \u0130yi Yapay Zek\u00e2 Hangisi?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/www.karekod.org\/blog\/seo-icin-en-iyi-yapay-zeka\/#Sikca_Sorulan_Sorular\" >S\u0131k\u00e7a Sorulan Sorular<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/www.karekod.org\/blog\/seo-icin-en-iyi-yapay-zeka\/#Sonuc_SEOda_Yapay_Zeka_mi_Icerik_Kalitesi_mi_Daha_Onemli\" >Sonu\u00e7: SEO&#8217;da Yapay Zek\u00e2 m\u0131, \u0130\u00e7erik Kalitesi mi Daha \u00d6nemli?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/www.karekod.org\/blog\/seo-icin-en-iyi-yapay-zeka\/#Kaynaklar\" >Kaynaklar<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Google_Yapay_Zeka_ile_Yazilan_Makaleleri_Nasil_Siraliyor\"><\/span>Google Yapay Zek\u00e2 ile Yaz\u0131lan Makaleleri Nas\u0131l S\u0131ral\u0131yor?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Google, bir i\u00e7eri\u011fin hangi ara\u00e7la yaz\u0131ld\u0131\u011f\u0131ndan \u00e7ok kullan\u0131c\u0131lara sundu\u011fu bilgi ve de\u011fere odakland\u0131\u011f\u0131n\u0131 a\u00e7\u0131kl\u0131yor.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Google Search Central&#8217;\u0131n \u00fcretken yapay zek\u00e2 rehberinde, yapay zek\u00e2n\u0131n konu ara\u015ft\u0131rmas\u0131 ve \u00f6zg\u00fcn i\u00e7eri\u011fin yap\u0131land\u0131r\u0131lmas\u0131 i\u00e7in kullan\u0131labilece\u011fi belirtiliyor.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Bununla birlikte Google, kullan\u0131c\u0131ya yeni bir de\u011fer sa\u011flamadan \u00e7ok say\u0131da otomatik sayfa olu\u015fturulmas\u0131n\u0131n \u00f6l\u00e7eklendirilmi\u015f i\u00e7erik suistimali politikalar\u0131n\u0131 ihlal edebilece\u011fi konusunda uyar\u0131yor.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Bu noktada iki farkl\u0131 \u00fcretim y\u00f6ntemini ay\u0131rmak gerekiyor.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Yapay zek\u00e2 destekli i\u00e7erik \u00fcretimi:<\/strong> Bir edit\u00f6r\u00fcn ara\u015ft\u0131rma, taslak haz\u0131rlama, bilgi d\u00fczenleme ve metin iyile\u015ftirme a\u015famalar\u0131nda yapay zek\u00e2dan yararlanmas\u0131d\u0131r. Nihai i\u00e7erik do\u011frulan\u0131r ve gerekti\u011finde \u00f6zg\u00fcn bilgilerle geli\u015ftirilir.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Denetimsiz otomatik i\u00e7erik \u00fcretimi:<\/strong> \u00c7ok say\u0131da makalenin kaynaklar kontrol edilmeden, kullan\u0131c\u0131ya ek de\u011fer kat\u0131lmadan ve yeterli editoryal inceleme yap\u0131lmadan yay\u0131mlanmas\u0131d\u0131r.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0130kinci yakla\u015f\u0131m, \u00f6zellikle arama s\u0131ralamalar\u0131n\u0131 manip\u00fcle etme amac\u0131 ta\u015f\u0131yorsa Google&#8217;\u0131n spam politikalar\u0131 a\u00e7\u0131s\u0131ndan risk olu\u015fturabilir.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Google, ChatGPT ile Yaz\u0131lan Makaleleri Tan\u0131yor mu?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Google, i\u00e7eriklerin kalitesini de\u011ferlendirmek i\u00e7in \u00e7e\u015fitli otomatik sistemler kullan\u0131yor. Ancak bir sayfan\u0131n ChatGPT, Gemini veya Claude taraf\u0131ndan olu\u015fturuldu\u011funu kesin bi\u00e7imde belirleyip buna g\u00f6re s\u0131ralama avantaj\u0131 verdi\u011fine ili\u015fkin kamuya a\u00e7\u0131klanm\u0131\u015f bir kural bulunmuyor.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ayr\u0131ca bir yapay zek\u00e2 tespit arac\u0131n\u0131n metni AI \u00fcretimi olarak s\u0131n\u0131fland\u0131rmas\u0131, Google&#8217;\u0131n da ayn\u0131 de\u011ferlendirmeyi yapt\u0131\u011f\u0131 anlam\u0131na gelmez.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u00d6nemli ayr\u0131m:<\/strong> \u0130\u00e7eri\u011fin yapay zek\u00e2 ile \u00fcretilmi\u015f olmas\u0131 ile kalitesiz veya spam olmas\u0131 ayn\u0131 \u015fey de\u011fildir.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Google&#8217;\u0131n resm\u00ee a\u00e7\u0131klamalar\u0131na g\u00f6re yapay zek\u00e2 kullan\u0131m\u0131 kendi ba\u015f\u0131na \u00f6zel bir s\u0131ralama avantaj\u0131 sa\u011flamaz.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2026_Arastirmasi_Yapay_Zeka_ile_Yazilan_Makaleler_Googleda_Kacinci_Sirada\"><\/span>2026 Ara\u015ft\u0131rmas\u0131: Yapay Zek\u00e2 ile Yaz\u0131lan Makaleler Google&#8217;da Ka\u00e7\u0131nc\u0131 S\u0131rada?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Yapay zek\u00e2 i\u00e7eriklerinin arama motoru performans\u0131n\u0131 de\u011ferlendirmek i\u00e7in \u00fc\u00e7 b\u00fcy\u00fck sekt\u00f6r ara\u015ft\u0131rmas\u0131n\u0131 inceledik.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Bu \u00e7al\u0131\u015fmalar\u0131n her biri farkl\u0131 bir soruyu yan\u0131tl\u0131yor:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Semrush, \u00fcst s\u0131ralardaki i\u00e7eriklerin tahmini yaz\u0131m bi\u00e7imlerini ara\u015ft\u0131r\u0131yor.<\/li>\n\n\n\n<li>Ahrefs, yapay zek\u00e2 i\u00e7erik oranlar\u0131 ile Google g\u00f6r\u00fcn\u00fcrl\u00fc\u011f\u00fc aras\u0131ndaki ili\u015fkileri inceliyor.<\/li>\n\n\n\n<li>SE Ranking, yeni alan adlar\u0131nda tamamen otomatik olu\u015fturulmu\u015f i\u00e7eriklerin zaman i\u00e7erisindeki performans\u0131n\u0131 takip ediyor.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Ara\u015ft\u0131rmalar\u0131n Kar\u015f\u0131la\u015ft\u0131rmas\u0131<\/h3>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1049\" height=\"590\" src=\"https:\/\/www.karekod.org\/blog\/wp-content\/uploads\/2026\/11\/SEO-Arastirmalari-2026-1049x590.webp\" alt=\"SEO Ara\u015ft\u0131rmalar\u0131 2026\" class=\"wp-image-63081\" srcset=\"https:\/\/www.karekod.org\/blog\/wp-content\/uploads\/2026\/11\/SEO-Arastirmalari-2026-1049x590.webp 1049w, https:\/\/www.karekod.org\/blog\/wp-content\/uploads\/2026\/11\/SEO-Arastirmalari-2026-360x203.webp 360w, https:\/\/www.karekod.org\/blog\/wp-content\/uploads\/2026\/11\/SEO-Arastirmalari-2026-730x411.webp 730w, https:\/\/www.karekod.org\/blog\/wp-content\/uploads\/2026\/11\/SEO-Arastirmalari-2026-350x197.webp 350w, https:\/\/www.karekod.org\/blog\/wp-content\/uploads\/2026\/11\/SEO-Arastirmalari-2026-1100x619.webp 1100w, https:\/\/www.karekod.org\/blog\/wp-content\/uploads\/2026\/11\/SEO-Arastirmalari-2026-400x225.webp 400w, https:\/\/www.karekod.org\/blog\/wp-content\/uploads\/2026\/11\/SEO-Arastirmalari-2026.webp 1200w\" sizes=\"(max-width: 1049px) 100vw, 1049px\" \/><figcaption class=\"wp-element-caption\">SEO Ara\u015ft\u0131rmalar\u0131 2026<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>Ara\u015ft\u0131rma<\/th><th>\u0130ncelenen veri<\/th><th>Temel bulgu<\/th><\/tr><tr><td><strong>Semrush \u2013 Nisan 2026<\/strong><\/td><td>42.000 blog sayfas\u0131, 20.000 anahtar kelime<\/td><td>Birinci s\u0131radaki sonu\u00e7lar\u0131n yakla\u015f\u0131k %80&#8217;i insan yaz\u0131m\u0131, %9\u201310&#8217;u tamamen AI \u00fcretimi olarak s\u0131n\u0131fland\u0131r\u0131ld\u0131.<\/td><\/tr><tr><td><strong>Ahrefs \u2013 Temmuz 2026<\/strong><\/td><td>100.000 Google sonu\u00e7 sayfas\u0131ndan al\u0131nan 1 milyon URL; s\u0131ralama analizi i\u00e7in yakla\u015f\u0131k 150.000 uygun sayfa<\/td><td>\u0130lk \u00fc\u00e7teki sayfalar\u0131n %5,3&#8217;\u00fc tamamen AI \u00fcretimi olarak s\u0131n\u0131fland\u0131r\u0131ld\u0131.<\/td><\/tr><tr><td><strong>SE Ranking \u2013 Mart 2026&#8217;da yay\u0131mlanan deney<\/strong><\/td><td>20 yeni alan ad\u0131, 2.000 AI makalesi, 16 ayl\u0131k takip<\/td><td>Ba\u015flang\u0131\u00e7ta g\u00f6r\u00fcn\u00fcrl\u00fck elde edildi ancak uzun vadeli organik performans genel olarak d\u00fc\u015f\u00fck kald\u0131.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><em>Not: Bu \u00e7al\u0131\u015fmalar farkl\u0131 \u00f6rneklemler, veri toplama y\u00f6ntemleri ve yapay zek\u00e2 tespit sistemleri kullan\u0131yor. Bulgular birbiriyle do\u011frudan e\u015fde\u011fer de\u011fildir ve belirli bir yapay zek\u00e2 modelinin daha iyi s\u0131ralama sa\u011flad\u0131\u011f\u0131n\u0131 kan\u0131tlamaz.<\/em><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Semrush: 42.000 Blog Makalesi Ne G\u00f6steriyor?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Semrush taraf\u0131ndan 1 Nisan 2026 tarihinde yay\u0131mlanan ara\u015ft\u0131rmada 20.000 anahtar kelime incelendi.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Kas\u0131m 2025&#8217;te toplanan Google arama sonu\u00e7lar\u0131ndan <code>\/blog\/<\/code> i\u00e7eren URL&#8217;ler ayr\u0131\u015ft\u0131r\u0131ld\u0131 ve toplam 42.000 sayfa analiz edildi.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0130\u00e7erikler GPTZero adl\u0131 yapay zek\u00e2 tespit arac\u0131 arac\u0131l\u0131\u011f\u0131yla insan yaz\u0131m\u0131, yapay zek\u00e2 \u00fcretimi veya karma i\u00e7erik olarak s\u0131n\u0131fland\u0131r\u0131ld\u0131.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ara\u015ft\u0131rman\u0131n ayr\u0131nt\u0131l\u0131 sonu\u00e7lar\u0131nda Google&#8217;\u0131n birinci s\u0131ras\u0131ndaki sayfalar\u0131n:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>%80,5&#8217;inin insan yaz\u0131m\u0131,<\/strong><\/li>\n\n\n\n<li>Yakla\u015f\u0131k <strong>%10&#8217;unun tamamen yapay zek\u00e2 \u00fcretimi<\/strong><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">olarak s\u0131n\u0131fland\u0131r\u0131ld\u0131\u011f\u0131 belirtiliyor.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ara\u015ft\u0131rman\u0131n genel \u00f6zetinde ise tamamen yapay zek\u00e2 \u00fcretimi i\u00e7in %9 de\u011feri kullan\u0131l\u0131yor. Bu nedenle sonu\u00e7lar\u0131 yakla\u015f\u0131k %9\u201310 aral\u0131\u011f\u0131nda de\u011ferlendirmek daha uygun.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ara\u015ft\u0131rman\u0131n anket b\u00f6l\u00fcm\u00fcnde 224 SEO profesyonelinin g\u00f6r\u00fc\u015fleri de al\u0131nd\u0131. Kat\u0131l\u0131mc\u0131lar\u0131n %72&#8217;si yapay zek\u00e2 destekli i\u00e7eriklerin insan yaz\u0131m\u0131 i\u00e7erikler kadar iyi veya daha iyi s\u0131raland\u0131\u011f\u0131n\u0131 d\u00fc\u015f\u00fcnd\u00fc\u011f\u00fcn\u00fc belirtti.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Bununla birlikte uzman g\u00f6r\u00fc\u015fleri ile ger\u00e7ek s\u0131ralama verileri ayn\u0131 \u015fey de\u011fil.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Semrush bulgular\u0131ndan \u00e7\u0131kar\u0131labilecek sonu\u00e7:<\/strong> \u0130ncelenen \u00f6rneklemde insan yaz\u0131m\u0131 olarak s\u0131n\u0131fland\u0131r\u0131lan i\u00e7erikler birinci s\u0131rada daha fazla temsil ediliyor. Ancak bu durumun nedeninin yaln\u0131zca yaz\u0131m bi\u00e7imi oldu\u011fu kan\u0131tlanm\u0131\u015f de\u011fil.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Alan ad\u0131 g\u00fcc\u00fc, ba\u011flant\u0131lar, i\u00e7erik ya\u015f\u0131, yay\u0131nc\u0131 deneyimi ve arama niyeti gibi de\u011fi\u015fkenler de etkili olabilir.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Ahrefs: Tamamen Yapay Zek\u00e2 \u0130\u00e7erikleri \u0130lk \u00dc\u00e7e Girebiliyor mu?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Ahrefs taraf\u0131ndan 27 Temmuz 2026 tarihinde yay\u0131mlanan ara\u015ft\u0131rma, farkl\u0131 bir soruya odakland\u0131: Yapay zek\u00e2 ile olu\u015fturulmu\u015f i\u00e7erikler Google&#8217;\u0131n \u00fcst s\u0131ralar\u0131nda ne kadar yayg\u0131n?<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ara\u015ft\u0131rmada Haziran 2026&#8217;ya ait 100.000 Google sonu\u00e7 sayfas\u0131ndan toplam bir milyon URL topland\u0131. Bunlar\u0131n yakla\u015f\u0131k 150.000 tanesi, yeterli metin i\u00e7eri\u011fine sahip oldu\u011fu i\u00e7in ilgili s\u0131ralama analizine dahil edilebildi.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0130lk \u00fc\u00e7 s\u0131radaki sayfalarda \u015fu da\u011f\u0131l\u0131m g\u00f6r\u00fcld\u00fc:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>%5,3:<\/strong> Tamamen yapay zek\u00e2 \u00fcretimi olarak s\u0131n\u0131fland\u0131r\u0131lan sayfalar.<\/li>\n\n\n\n<li><strong>%9:<\/strong> En az %80 yapay zek\u00e2 i\u00e7eri\u011fi bulundu\u011fu tahmin edilen sayfalar.<\/li>\n\n\n\n<li><strong>%54,7:<\/strong> Yapay zek\u00e2 oran\u0131 %20&#8217;nin alt\u0131nda oldu\u011fu tahmin edilen sayfalar.<\/li>\n\n\n\n<li><strong>%82,2:<\/strong> Yapay zek\u00e2 oran\u0131 %50&#8217;nin alt\u0131nda s\u0131n\u0131fland\u0131r\u0131lan sayfalar.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Ara\u015ft\u0131rman\u0131n ilgin\u00e7 sonu\u00e7lar\u0131ndan biri, tamamen yapay zek\u00e2 \u00fcretimi olarak s\u0131n\u0131fland\u0131r\u0131lan sayfalar\u0131n da ilk \u00fc\u00e7 s\u0131rada bulunabilmesiydi.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Yani Google sonu\u00e7lar\u0131nda tamamen AI \u00fcretimi olarak tan\u0131mlanan i\u00e7eriklerin bulunmas\u0131 m\u00fcmk\u00fcn.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ancak burada dikkat edilmesi gereken \u00f6nemli bir s\u0131n\u0131rlama var.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ahrefs, i\u00e7eri\u011fin yapay zek\u00e2 oran\u0131n\u0131 kendi tespit sistemiyle tahmin ediyor. Bu sonu\u00e7lar ger\u00e7ek yazarl\u0131k kay\u0131tlar\u0131yla birebir do\u011frulanm\u0131\u015f de\u011fil.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ayr\u0131ca ilk \u00fc\u00e7 s\u0131rada bulunmak, o sayfan\u0131n yaln\u0131zca yapay zek\u00e2 kullan\u0131m\u0131 sayesinde y\u00fckseldi\u011fi anlam\u0131na gelmiyor.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Ara\u015ft\u0131rman\u0131n mesaj\u0131:<\/strong> Yapay zek\u00e2 kullan\u0131m\u0131 Google&#8217;da g\u00f6r\u00fcn\u00fcrl\u00fck elde etmeyi imk\u00e2ns\u0131z h\u00e2le getirmiyor. Fakat bu veriler belirli bir modelin daha ba\u015far\u0131l\u0131 oldu\u011funu g\u00f6stermiyor.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">SE Ranking: 2.000 Yapay Zek\u00e2 Makalesinin 16 Ayl\u0131k Performans\u0131<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">SE Ranking ara\u015ft\u0131rma ekibinin kat\u0131ld\u0131\u011f\u0131 ve 23 Mart 2026&#8217;da Search Engine Land \u00fczerinde yay\u0131mlanan deney, yapay zek\u00e2 i\u00e7eriklerini uzun vadede incelemesi a\u00e7\u0131s\u0131ndan farkl\u0131la\u015f\u0131yor.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ara\u015ft\u0131rmac\u0131lar, daha \u00f6nce arama ge\u00e7mi\u015fi bulunmayan 20 yeni alan ad\u0131 sat\u0131n ald\u0131.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Her alan ad\u0131 i\u00e7in 100 bilgilendirici makale \u00fcretildi. B\u00f6ylece toplam <strong>2.000 yapay zek\u00e2 makalesi<\/strong> yay\u0131mland\u0131.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0130\u00e7eriklere insan taraf\u0131ndan kapsaml\u0131 editoryal geli\u015ftirme yap\u0131lmad\u0131. Sitelerde ba\u011flant\u0131 olu\u015fturma ve geleneksel SEO deste\u011fi de olduk\u00e7a s\u0131n\u0131rl\u0131 tutuldu.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Deneyde g\u00f6zlenen sonu\u00e7lar:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0130lk 36 g\u00fcnde sayfalar\u0131n yakla\u015f\u0131k <strong>%71&#8217;i Google dizinine eklendi<\/strong>.<\/li>\n\n\n\n<li>\u0130lk d\u00f6nemde toplam <strong>122.102 g\u00f6sterim ve 244 t\u0131klama<\/strong> elde edildi.<\/li>\n\n\n\n<li>Yakla\u015f\u0131k \u00fc\u00e7 ay sonra sayfalar\u0131n yaln\u0131zca <strong>%3&#8217;\u00fc ilk 100 sonu\u00e7 i\u00e7erisinde<\/strong> kalm\u0131\u015ft\u0131.<\/li>\n\n\n\n<li>On alt\u0131nc\u0131 ay sonunda organik g\u00f6r\u00fcn\u00fcrl\u00fck genel olarak d\u00fc\u015f\u00fck d\u00fczeydeydi.<\/li>\n\n\n\n<li>A\u011fustos 2025 spam g\u00fcncellemesinin ard\u0131ndan baz\u0131 sayfalarda ge\u00e7ici iyile\u015fmeler g\u00f6r\u00fcld\u00fc ancak genel performans s\u00fcrd\u00fcr\u00fclebilir bi\u00e7imde toparlanmad\u0131.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Bu veriler, bir makalenin Google taraf\u0131ndan dizine eklenmesinin uzun vadede ba\u015far\u0131l\u0131 olaca\u011f\u0131 anlam\u0131na gelmedi\u011fini g\u00f6steriyor.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ancak deneyin s\u0131n\u0131rlar\u0131 da \u00f6nemli.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Yeni alan adlar\u0131nda otorite, mevcut okuyucu kitlesi ve d\u0131\u015f ba\u011flant\u0131lar bulunmuyordu. Ayr\u0131ca i\u00e7eriklerde ger\u00e7ek deneyimler ve \u00f6zg\u00fcn editoryal katk\u0131lar s\u0131n\u0131rl\u0131yd\u0131.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Bu nedenle performans kayb\u0131n\u0131 yaln\u0131zca yapay zek\u00e2 kullan\u0131m\u0131na ba\u011flamak do\u011fru de\u011fil.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u00dc\u00e7 ara\u015ft\u0131rman\u0131n ortak de\u011ferlendirmesi:<\/strong> Yapay zek\u00e2 i\u00e7erikleri Google&#8217;da s\u0131ralama elde edebiliyor. Ancak y\u00fcksek kaliteli, do\u011frulanm\u0131\u015f ve kullan\u0131c\u0131ya ek de\u011fer sa\u011flayan i\u00e7erikler olu\u015fturmak uzun vadeli SEO a\u00e7\u0131s\u0131ndan daha anlaml\u0131 bir strateji.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"SEO_Icin_ChatGPT_Gemini_ve_Claude_Karsilastirmasi\"><\/span>SEO \u0130\u00e7in ChatGPT, Gemini ve Claude Kar\u015f\u0131la\u015ft\u0131rmas\u0131<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">ChatGPT, Google Gemini ve Claude g\u00fcn\u00fcm\u00fczde makale olu\u015fturma, ara\u015ft\u0131rma, veri d\u00fczenleme ve i\u00e7erik optimizasyonu s\u00fcre\u00e7lerinde kullan\u0131labiliyor.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ancak her ara\u00e7 ayn\u0131 g\u00f6revi ayn\u0131 \u015fekilde yerine getirmeyebilir.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1049\" height=\"590\" src=\"https:\/\/www.karekod.org\/blog\/wp-content\/uploads\/2026\/11\/ChatGPT-Gemini-ve-Claude-Karsilastirmasi-1049x590.webp\" alt=\"ChatGPT, Gemini ve Claude Kar\u015f\u0131la\u015ft\u0131rmas\u0131\" class=\"wp-image-63082\" srcset=\"https:\/\/www.karekod.org\/blog\/wp-content\/uploads\/2026\/11\/ChatGPT-Gemini-ve-Claude-Karsilastirmasi-1049x590.webp 1049w, https:\/\/www.karekod.org\/blog\/wp-content\/uploads\/2026\/11\/ChatGPT-Gemini-ve-Claude-Karsilastirmasi-360x203.webp 360w, https:\/\/www.karekod.org\/blog\/wp-content\/uploads\/2026\/11\/ChatGPT-Gemini-ve-Claude-Karsilastirmasi-730x411.webp 730w, https:\/\/www.karekod.org\/blog\/wp-content\/uploads\/2026\/11\/ChatGPT-Gemini-ve-Claude-Karsilastirmasi-350x197.webp 350w, https:\/\/www.karekod.org\/blog\/wp-content\/uploads\/2026\/11\/ChatGPT-Gemini-ve-Claude-Karsilastirmasi-1100x619.webp 1100w, https:\/\/www.karekod.org\/blog\/wp-content\/uploads\/2026\/11\/ChatGPT-Gemini-ve-Claude-Karsilastirmasi-400x225.webp 400w, https:\/\/www.karekod.org\/blog\/wp-content\/uploads\/2026\/11\/ChatGPT-Gemini-ve-Claude-Karsilastirmasi.webp 1200w\" sizes=\"(max-width: 1049px) 100vw, 1049px\" \/><figcaption class=\"wp-element-caption\">ChatGPT, Gemini ve Claude Kar\u015f\u0131la\u015ft\u0131rmas\u0131<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Bir arac\u0131n daha uzun makale \u00fcretmesi, daha fazla kaynak g\u00f6stermesi veya daha ak\u0131c\u0131 c\u00fcmleler kurmas\u0131 Google&#8217;da daha y\u00fcksek s\u0131ralama sa\u011flayaca\u011f\u0131n\u0131 kan\u0131tlamaz.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Bu nedenle ara\u00e7lar\u0131 SEO a\u00e7\u0131s\u0131ndan de\u011ferlendirirken ortaya \u00e7\u0131kan metnin kullan\u0131\u015fl\u0131l\u0131\u011f\u0131na bakmak gerekiyor.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">ChatGPT ile SEO Makalesi Yazmak<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">ChatGPT; i\u00e7erik plan\u0131 haz\u0131rlama, H1\u2013H3 ba\u015fl\u0131k yap\u0131s\u0131 olu\u015fturma, arama niyetine uygun alt konular geli\u015ftirme ve uzun metinleri d\u00fczenleme gibi g\u00f6revlerde kullan\u0131labilir.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u00d6rne\u011fin bir i\u00e7erik edit\u00f6r\u00fc ChatGPT&#8217;den belirli bir anahtar kelime i\u00e7in arama niyetini a\u00e7\u0131klamas\u0131n\u0131, makale tasla\u011f\u0131 olu\u015fturmas\u0131n\u0131 veya okuyucunun cevap bekledi\u011fi sorular\u0131 belirlemesini isteyebilir.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ancak \u00fcretilen metinlerdeki g\u00fcncel rakamlar, teknik a\u00e7\u0131klamalar ve kaynak g\u00f6sterimleri kontrol edilmelidir.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Google Gemini ile SEO Makalesi Yazmak<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Gemini de konu ara\u015ft\u0131rmas\u0131, belge de\u011ferlendirme, metin tasla\u011f\u0131 haz\u0131rlama ve kar\u015f\u0131la\u015ft\u0131rmal\u0131 i\u00e7erik \u00fcretme s\u00fcre\u00e7lerinde kullan\u0131labilir.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Farkl\u0131 kaynaklar\u0131 de\u011ferlendirmek i\u00e7in yararl\u0131 olsa da modelin verdi\u011fi cevaplar\u0131n do\u011frulu\u011fu kullan\u0131lan kaynaklar\u0131n kalitesine ba\u011fl\u0131d\u0131r.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ayr\u0131ca <strong>Gemini&#8217;nin Google taraf\u0131ndan geli\u015ftirilmi\u015f olmas\u0131, Gemini ile yaz\u0131lan makalelerin Google Arama&#8217;da daha avantajl\u0131 oldu\u011fu anlam\u0131na gelmiyor.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Google&#8217;\u0131n resm\u00ee dok\u00fcmantasyonunda b\u00f6yle bir s\u0131ralama avantaj\u0131 belirtilmiyor.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Claude ile SEO Makalesi Yazmak<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Claude, uzun metinleri d\u00fczenlemek, anlat\u0131m tutarl\u0131l\u0131\u011f\u0131n\u0131 incelemek, kaynak belirsizliklerini belirlemek ve karma\u015f\u0131k konular\u0131 daha anla\u015f\u0131l\u0131r h\u00e2le getirmek amac\u0131yla kullan\u0131labilir.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Bununla birlikte Claude taraf\u0131ndan haz\u0131rlanan makalelerde de bilgi do\u011frulama ve kullan\u0131c\u0131ya \u00f6zg\u00fc i\u00e7erik geli\u015ftirme a\u015famalar\u0131 gereklidir.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Genel sonu\u00e7:<\/strong> \u00dc\u00e7 ara\u00e7 da SEO i\u00e7erik \u00fcretiminde kullan\u0131labilir. Fakat hangisinin daha iyi sonu\u00e7 verdi\u011fini anlamak i\u00e7in ayn\u0131 g\u00f6rev \u00fczerinde somut \u00e7\u0131kt\u0131lar\u0131 incelemek gerekir.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Ayni_SEO_Makalesini_ChatGPT_Gemini_ve_Claude_Nasil_Yaziyor\"><\/span>Ayn\u0131 SEO Makalesini ChatGPT, Gemini ve Claude Nas\u0131l Yaz\u0131yor?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Karekod Blog i\u00e7in 6 Kas\u0131m 2026 tarihinde ger\u00e7ekle\u015ftirdi\u011fimiz uygulamada, ayn\u0131 T\u00fcrk\u00e7e anahtar kelime ve ayn\u0131 g\u00f6rev tan\u0131m\u0131 \u00fc\u00e7 farkl\u0131 makale tasla\u011f\u0131 ortaya \u00e7\u0131kard\u0131.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Bu uygulamada yaln\u0131zca hangi arac\u0131n daha uzun veya daha ak\u0131c\u0131 metin yazd\u0131\u011f\u0131n\u0131 de\u011fil, okuyucunun ihtiyac\u0131n\u0131 ne kadar kar\u015f\u0131lad\u0131\u011f\u0131n\u0131 ve yay\u0131n \u00f6ncesinde ne kadar d\u00fczenleme gerektirdi\u011fini de\u011ferlendirdik.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Testte ChatGPT uygulanabilir kurulum ad\u0131mlar\u0131nda, Claude T\u00fcrkiye&#8217;ye \u00f6zg\u00fc ba\u011flam ve kaynak s\u0131n\u0131rlar\u0131n\u0131 a\u00e7\u0131klamada \u00f6ne \u00e7\u0131kt\u0131. Gemini&#8217;nin incelenen metninde ise teknik d\u00fczeltme gerektiren bir genelleme bulundu.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Testi Nas\u0131l Ger\u00e7ekle\u015ftirdik?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u00dc\u00e7 yapay zek\u00e2 arac\u0131na ayn\u0131 odak anahtar kelime verildi:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u201cQR men\u00fc nas\u0131l olu\u015fturulur\u201d<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Hedef kitle T\u00fcrkiye&#8217;deki k\u00fc\u00e7\u00fck restoran ve kafe i\u015fletmecileri olarak belirlendi.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Her ara\u00e7tan 500\u2013700 kelimelik, bilgilendirici ve uygulanabilir bir SEO makalesi haz\u0131rlamas\u0131 istendi.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ortak g\u00f6revde \u015fu gereksinimler bulunuyordu:<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li>Bir H1 ba\u015fl\u0131k, h\u0131zl\u0131 \u00f6zet ve a\u00e7\u0131klay\u0131c\u0131 H2 ba\u015fl\u0131klar\u0131 kullan\u0131lmas\u0131.<\/li>\n\n\n\n<li>QR men\u00fc olu\u015fturman\u0131n uygulanabilir ad\u0131mlarla anlat\u0131lmas\u0131.<\/li>\n\n\n\n<li>Statik ve dinamik QR kodlar\u0131 kar\u015f\u0131la\u015ft\u0131ran bir tablo haz\u0131rlanmas\u0131.<\/li>\n\n\n\n<li>\u00dc\u00e7 k\u0131sa s\u0131k sorulan soruya yer verilmesi.<\/li>\n\n\n\n<li>En az iki birincil veya resm\u00ee kaynak kullan\u0131lmas\u0131.<\/li>\n\n\n\n<li>Do\u011frulanamayan fiyat, istatistik, \u00fcr\u00fcn \u00f6zelli\u011fi ve Google s\u0131ralama garantilerinden ka\u00e7\u0131n\u0131lmas\u0131.<\/li>\n\n\n\n<li>Ara\u015ft\u0131rma imk\u00e2n\u0131 bulunan ara\u00e7larda web kaynaklar\u0131ndan yararlan\u0131lmas\u0131.<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">Taray\u0131c\u0131daki g\u00f6r\u00fcn\u00fcr model ve \u00e7al\u0131\u015fma ayarlar\u0131 \u015f\u00f6yleydi:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>ChatGPT:<\/strong> Y\u00fcksek d\u00fc\u015f\u00fcnme ayar\u0131; kesin model s\u00fcr\u00fcm\u00fc test kayd\u0131nda g\u00f6r\u00fcnm\u00fcyordu.<\/li>\n\n\n\n<li><strong>Google Gemini:<\/strong> 3.1 Pro.<\/li>\n\n\n\n<li><strong>Claude:<\/strong> Sonnet 5.5, Medium.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Her ara\u00e7tan al\u0131nan bir tamamlanm\u0131\u015f taslak incelendi. De\u011ferlendirmeden \u00f6nce metinlere ek d\u00fczeltme komutu verilmedi.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Bu uygulaman\u0131n ham model \u00e7\u0131kt\u0131lar\u0131 yerine kar\u015f\u0131la\u015ft\u0131rma notlar\u0131 esas al\u0131nm\u0131\u015ft\u0131r. D\u0131\u015far\u0131dan do\u011frulanan teknik bilgiler ve kaynaklar ayr\u0131ca kontrol edilmi\u015ftir.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">ChatGPT, Gemini ve Claude Test Sonu\u00e7lar\u0131<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>\u0130ncelenen \u00f6l\u00e7\u00fct<\/th><th>ChatGPT<\/th><th>Gemini<\/th><th>Claude<\/th><\/tr><tr><td><strong>Kaynak do\u011frulu\u011fu<\/strong><\/td><td>D\u00f6rt kaynak adresi verdi. Chrome ile QR olu\u015fturma ad\u0131mlar\u0131 ve bask\u0131 \u00f6nerileri ilgili resm\u00ee a\u00e7\u0131klamalarla uyumluydu.<\/td><td>\u0130ki sa\u011flay\u0131c\u0131 kayna\u011f\u0131 verdi. Kaynak g\u00f6stermesine ra\u011fmen teknik bir genellemeyi tekrarlad\u0131.<\/td><td>\u00dc\u00e7 resm\u00ee adres verdi. Do\u011frulayamad\u0131\u011f\u0131 kayna\u011f\u0131 ve teknik kaynak eksiklerini a\u00e7\u0131klad\u0131.<\/td><\/tr><tr><td><strong>Arama niyeti<\/strong><\/td><td>Alt\u0131 ad\u0131m ve Chrome \u00fczerinden uygulanabilir bir y\u00f6ntem sundu.<\/td><td>D\u00f6rt ad\u0131ml\u0131 kurulum sundu ancak olu\u015fturucu se\u00e7imi genel kald\u0131.<\/td><td>Alt\u0131 ad\u0131m sundu ve T\u00fcrkiye&#8217;deki fiyat listesi d\u00fczenlemelerini ele ald\u0131.<\/td><\/tr><tr><td><strong>\u00d6zg\u00fcn katk\u0131 a\u00e7\u0131s\u0131ndan g\u00f6zlem<\/strong><\/td><td>Gizli sekmede eri\u015fim kontrol\u00fc gibi yararl\u0131 ayr\u0131nt\u0131lar ekledi.<\/td><td>Yayg\u0131n kurulum ve kar\u015f\u0131la\u015ft\u0131rma yap\u0131s\u0131n\u0131 kulland\u0131.<\/td><td>T\u00fcrkiye&#8217;ye \u00f6zg\u00fc resm\u00ee a\u00e7\u0131klamalar\u0131 i\u00e7erik kapsam\u0131na dahil etti.<\/td><\/tr><tr><td><strong>Anlat\u0131m<\/strong><\/td><td>K\u0131sa paragraflar ve belirgin alt ba\u015fl\u0131klar kulland\u0131.<\/td><td>Ak\u0131c\u0131yd\u0131 ancak baz\u0131 ifadeler fazla kesindi.<\/td><td>Sade ve temkinliydi; mevzuat b\u00f6l\u00fcm\u00fc uygulamal\u0131 anlat\u0131m\u0131n \u00f6n\u00fcne ge\u00e7ti.<\/td><\/tr><tr><td><strong>D\u00fczenleme ihtiyac\u0131<\/strong><\/td><td>Ger\u00e7ek ekran g\u00f6r\u00fcnt\u00fcleri ve bar\u0131nd\u0131rma \u00f6rne\u011fi eklenmeli.<\/td><td>Statik QR a\u00e7\u0131klamas\u0131 d\u00fczeltilmeli ve kesin performans ifadeleri s\u0131n\u0131rland\u0131r\u0131lmal\u0131.<\/td><td>QR olu\u015fturma ad\u0131m\u0131 somutla\u015ft\u0131r\u0131lmal\u0131 ve teknik kaynaklar tamamlanmal\u0131.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><em>Tablo, 6 Kas\u0131m 2026 tarihli tek g\u00f6rev \u00fczerinden haz\u0131rlanan taslaklara ili\u015fkin editoryal g\u00f6zlemleri g\u00f6stermektedir. Genel model performans\u0131n\u0131 veya Google s\u0131ralamalar\u0131n\u0131 \u00f6l\u00e7memektedir.<\/em><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Teknik Do\u011fruluk: Gemini&#8217;nin Statik QR A\u00e7\u0131klamas\u0131ndaki Sorun<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Testin en dikkat \u00e7ekici fark\u0131 statik QR kodlar\u0131n nas\u0131l \u00e7al\u0131\u015ft\u0131\u011f\u0131yla ilgiliydi.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Gemini&#8217;nin incelenen tasla\u011f\u0131nda, men\u00fcdeki \u00fcr\u00fcnler veya fiyatlar g\u00fcncellendi\u011finde statik QR kodun hedefindeki dosya ba\u011flant\u0131s\u0131n\u0131n de\u011fi\u015fece\u011fi varsay\u0131ld\u0131 ve yeniden bask\u0131 gerekti\u011fi belirtildi.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ancak bu a\u00e7\u0131klama b\u00fct\u00fcn kullan\u0131m senaryolar\u0131 i\u00e7in do\u011fru de\u011fil.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Statik QR kodun i\u00e7erisinde bulunan adres sabittir. Fakat o adreste sunulan web sayfas\u0131n\u0131n i\u00e7eri\u011fi de\u011fi\u015ftirilebilir.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u00d6rne\u011fin:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Bir restoran\u0131n QR kodu <code>karekod.org\/menu<\/code> adresine y\u00f6nlendiriyorsa i\u015fletme bu sayfadaki fiyatlar\u0131 g\u00fcncelleyebilir.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Sayfan\u0131n adresi de\u011fi\u015fmedi\u011fi i\u00e7in ayn\u0131 statik QR kod \u00e7al\u0131\u015fmaya devam eder.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Buna kar\u015f\u0131l\u0131k QR kodun y\u00f6nlendirdi\u011fi adres de\u011fi\u015fir ve eski adres \u00e7al\u0131\u015fmaz h\u00e2le gelirse yeniden bask\u0131 veya uygun bir y\u00f6nlendirme \u00e7\u00f6z\u00fcm\u00fc gerekebilir.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Dinamik QR kodlar\u0131n temel fark\u0131 ise kodun kendisi de\u011fi\u015ftirilmeden y\u00f6nlendirme hedefinin sa\u011flay\u0131c\u0131 \u00fczerinden g\u00fcncellenebilmesidir.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">ChatGPT ve Claude, denemede bu ayr\u0131m\u0131 daha a\u00e7\u0131k bi\u00e7imde yapt\u0131.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Gemini&#8217;nin yararland\u0131\u011f\u0131 Pageloot kar\u015f\u0131la\u015ft\u0131rma yaz\u0131s\u0131nda da statik QR kullanan bir restoran\u0131n tek fiyat de\u011fi\u015fikli\u011finde yeniden bask\u0131 yapmak zorunda kalaca\u011f\u0131 y\u00f6n\u00fcnde bir genelleme bulunuyordu.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Canva&#8217;n\u0131n resm\u00ee yard\u0131m sayfas\u0131nda da i\u00e7erik g\u00fcncellemeleri i\u00e7in yeniden bask\u0131 gerekti\u011fini belirten genel bir kar\u015f\u0131la\u015ft\u0131rma sat\u0131r\u0131 bulunuyor. Ancak ayn\u0131 yard\u0131m i\u00e7eri\u011fi statik kodun sabit bir URL&#8217;yi ta\u015f\u0131d\u0131\u011f\u0131n\u0131 da a\u00e7\u0131kl\u0131yor.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Burada belirleyici ayr\u0131m, <strong>QR kodun i\u00e7erdi\u011fi URL&#8217;nin de\u011fi\u015ftirilmesi ile o URL&#8217;deki web i\u00e7eri\u011finin g\u00fcncellenmesidir.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Bu g\u00f6zlem, web ara\u015ft\u0131rmas\u0131 yap\u0131lmas\u0131n\u0131n ve kaynak g\u00f6sterilmesinin tek ba\u015f\u0131na teknik do\u011frulu\u011fu g\u00fcvence alt\u0131na almad\u0131\u011f\u0131n\u0131 ortaya koyuyor.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Kayna\u011f\u0131n anlatt\u0131\u011f\u0131 kullan\u0131m senaryosunun b\u00fct\u00fcn durumlar i\u00e7in ge\u00e7erli olup olmad\u0131\u011f\u0131 ayr\u0131ca kontrol edilmelidir.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Kaynak \u015eeffafl\u0131\u011f\u0131: Claude&#8217;un \u00d6ne \u00c7\u0131kt\u0131\u011f\u0131 Nokta<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Claude&#8217;un tasla\u011f\u0131nda dikkat \u00e7eken unsur, do\u011frulama s\u0131n\u0131rlar\u0131n\u0131n a\u00e7\u0131k\u00e7a belirtilmesiydi.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Claude, T\u00fcrkiye&#8217;deki restoran ve kafelerin fiyat listelerini sunmas\u0131na ili\u015fkin Ticaret Bakanl\u0131\u011f\u0131 a\u00e7\u0131klamalar\u0131n\u0131 rehbere dahil etti.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Karekod Blog&#8217;un kaynak kontrol\u00fcnde Bakanl\u0131\u011f\u0131n ilgili a\u00e7\u0131klamalar\u0131yla bu b\u00f6l\u00fcm\u00fcn \u00f6zeti uyumlu bulundu.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Nitekim Ticaret Bakanl\u0131\u011f\u0131n\u0131n 13 Ekim 2025 tarihli a\u00e7\u0131klamas\u0131nda, fiyat listelerinin karekod y\u00f6ntemiyle de sunulabilece\u011fi ve t\u00fcketicinin talebi h\u00e2linde fiziksel fiyat listesinin g\u00f6sterilmesi gerekti\u011fi belirtiliyor.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">28 Temmuz 2026 tarihli a\u00e7\u0131klamada ise men\u00fclerin yaln\u0131zca QR kodla sunulamayaca\u011f\u0131, bas\u0131l\u0131 fiyat listelerinin de bulundurulmas\u0131 gerekti\u011fi vurgulan\u0131yor.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Claude ayr\u0131ca Resm\u00ee Gazete sayfas\u0131n\u0131 do\u011frudan a\u00e7amad\u0131\u011f\u0131n\u0131 ve statik\/dinamik QR kar\u015f\u0131la\u015ft\u0131rmas\u0131n\u0131n baz\u0131 teknik b\u00f6l\u00fcmleri i\u00e7in resm\u00ee kayna\u011fa ula\u015famad\u0131\u011f\u0131n\u0131 belirtti.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Bu yakla\u015f\u0131m, edit\u00f6r\u00fcn hangi bilgileri ayr\u0131ca do\u011frulamas\u0131 gerekti\u011fini g\u00f6rmesini kolayla\u015ft\u0131rd\u0131.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ancak bir modelin eksik kaynaklar\u0131n\u0131 a\u00e7\u0131klamas\u0131, ortaya \u00e7\u0131kan metni otomatik olarak eksiksiz veya yay\u0131na haz\u0131r h\u00e2le getirmez.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">ChatGPT&#8217;nin \u00d6ne \u00c7\u0131kt\u0131\u011f\u0131 Nokta: Uygulanabilir Rehber<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">ChatGPT&#8217;nin olu\u015fturdu\u011fu taslak, QR men\u00fc haz\u0131rlamak isteyen i\u015fletmeciye daha do\u011frudan bir uygulama ak\u0131\u015f\u0131 sundu.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u00d6zellikle Google Chrome \u00fczerinden QR kod olu\u015fturma y\u00f6ntemi, yaln\u0131zca QR kod ara\u00e7lar\u0131n\u0131n genel \u00f6zelliklerini anlatmak yerine i\u015fletmecinin i\u015flemi nas\u0131l ger\u00e7ekle\u015ftirece\u011fini g\u00f6steriyordu.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Google Chrome&#8217;un resm\u00ee yard\u0131m sayfas\u0131nda da ziyaret edilen bir sayfan\u0131n QR kodunu olu\u015fturmak ve indirmek i\u00e7in izlenebilecek ad\u0131mlar a\u00e7\u0131klan\u0131yor.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.karekod.org\/blog\/chatgpt-nedir-nasil-kullanilir-2023\/\" data-type=\"post\" data-id=\"11097\">ChatGPT<\/a>&#8216;nin tasla\u011f\u0131ndaki gizli sekmede eri\u015fim kontrol\u00fc \u00f6nerisi ise kullan\u0131c\u0131lar\u0131n men\u00fc ba\u011flant\u0131s\u0131n\u0131n oturum a\u00e7ma gerektirmeden \u00e7al\u0131\u015f\u0131p \u00e7al\u0131\u015fmad\u0131\u011f\u0131n\u0131 kontrol etmelerine yard\u0131mc\u0131 olabilecek pratik bir ayr\u0131nt\u0131yd\u0131.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Bununla birlikte tasla\u011f\u0131n yay\u0131nlanmadan \u00f6nce ger\u00e7ek ekran g\u00f6r\u00fcnt\u00fcleriyle desteklenmesi ve QR men\u00fc dosyas\u0131n\u0131n nerede bar\u0131nd\u0131r\u0131laca\u011f\u0131n\u0131n somutla\u015ft\u0131r\u0131lmas\u0131 gerekiyordu.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u00dc\u00e7 Modelden Hangisi Daha \u00d6zg\u00fcn \u0130\u00e7erik Yazd\u0131?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Bu uygulamada \u00f6zg\u00fcnl\u00fck i\u00e7in kesin bir y\u00fczde veya model \u00fcst\u00fcnl\u00fc\u011f\u00fc belirlenmedi.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u00dcretilen metinler \u00fczerinde ba\u011f\u0131ms\u0131z bir intihal taramas\u0131 yap\u0131lmad\u0131.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">De\u011ferlendirme yaln\u0131zca taslaklar\u0131n sundu\u011fu bilgi, \u00f6rnek ve anlat\u0131m farkl\u0131l\u0131klar\u0131n\u0131 kapsad\u0131.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u00d6rne\u011fin Claude&#8217;un T\u00fcrkiye&#8217;deki fiyat listesi d\u00fczenlemelerine yer vermesi yararl\u0131 bir yerel ba\u011flam olu\u015fturdu. Ancak bunun tek ba\u015f\u0131na yeni bir ara\u015ft\u0131rma \u00fcretildi\u011fi anlam\u0131na gelmedi\u011fini belirtmek gerekiyor.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Benzer \u015fekilde ChatGPT&#8217;nin pratik kontrol \u00f6nerileri sunmas\u0131, uygulaman\u0131n ger\u00e7ek i\u015fletmeler \u00fczerinde test edildi\u011fini g\u00f6stermiyor.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u00d6zg\u00fcn editoryal de\u011fer i\u00e7in ger\u00e7ek kurulum ekranlar\u0131, do\u011frulanm\u0131\u015f i\u015fletme \u00f6rnekleri, kullan\u0131m deneyimleri ve gerekti\u011finde yeni veriler h\u00e2l\u00e2 \u00f6nem ta\u015f\u0131yor.<\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Karekod Blog Testinin Sonucu<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Bu tek uygulamada ChatGPT&#8217;nin haz\u0131rlad\u0131\u011f\u0131 metin uygulamal\u0131 rehber a\u00e7\u0131s\u0131ndan, Claude&#8217;un haz\u0131rlad\u0131\u011f\u0131 metin ise yerel ba\u011flam ve kaynak \u015feffafl\u0131\u011f\u0131 a\u00e7\u0131s\u0131ndan yararl\u0131 bir ba\u015flang\u0131\u00e7 sundu.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Gemini&#8217;nin metninde statik QR kodlarla ilgili teknik d\u00fczeltme gerektiren bir a\u00e7\u0131klama bulundu.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ancak bu sonu\u00e7lardan herhangi bir modelin her konuda daha iyi yazd\u0131\u011f\u0131 sonucunu \u00e7\u0131karmak m\u00fcmk\u00fcn de\u011fil.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ayr\u0131ca:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u00dc\u00e7 ara\u00e7tan yaln\u0131zca birer tamamlanm\u0131\u015f taslak incelendi.<\/li>\n\n\n\n<li>Farkl\u0131 model ve d\u00fc\u015f\u00fcnme ayarlar\u0131 kullan\u0131ld\u0131.<\/li>\n\n\n\n<li>Hesaplar\u0131n ki\u015fiselle\u015ftirme ve ara\u015ft\u0131rma ko\u015fullar\u0131 e\u015fitlenmedi.<\/li>\n\n\n\n<li>\u0130\u00e7erikler Google s\u0131ralamas\u0131 \u00f6l\u00e7mek amac\u0131yla yay\u0131mlanmad\u0131.<\/li>\n\n\n\n<li>Organik trafik, t\u0131klama ve s\u0131ralama verileri toplanmad\u0131.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Dolay\u0131s\u0131yla bu deney, hangi yapay zek\u00e2n\u0131n Google&#8217;da daha \u00fcst s\u0131raya \u00e7\u0131kt\u0131\u011f\u0131n\u0131 de\u011fil; ayn\u0131 SEO g\u00f6revinde nas\u0131l farkl\u0131 i\u00e7erikler \u00fcretti\u011fini g\u00f6steriyor.<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"SEO_Makalesi_Yazmak_Icin_Hangi_Yapay_Zeka_Tercih_Edilmeli\"><\/span>SEO Makalesi Yazmak \u0130\u00e7in Hangi Yapay Zek\u00e2 Tercih Edilmeli?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Ara\u015ft\u0131rma bulgular\u0131 ve uygulama testi birlikte de\u011ferlendirildi\u011finde tek bir arac\u0131 b\u00fct\u00fcn SEO g\u00f6revleri i\u00e7in en iyi se\u00e7enek olarak belirlemek m\u00fcmk\u00fcn de\u011fil.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Kullan\u0131lacak ara\u00e7, haz\u0131rlanacak i\u00e7eri\u011fin \u00f6zelliklerine ve editoryal ihtiya\u00e7lara g\u00f6re se\u00e7ilebilir.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Uygulamal\u0131 Rehber Yaz\u0131lacaksa<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Ad\u0131m ad\u0131m kurulum anlat\u0131mlar\u0131, kullan\u0131m \u00f6rnekleri ve teknik i\u015flem s\u0131ralamalar\u0131 olu\u015fturulurken ChatGPT gibi bir genel ama\u00e7l\u0131 yapay zek\u00e2 asistan\u0131ndan yararlan\u0131labilir.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ancak ger\u00e7ek i\u015flem ad\u0131mlar\u0131n\u0131n kullan\u0131lan yaz\u0131l\u0131m\u0131n g\u00fcncel s\u00fcr\u00fcm\u00fcyle do\u011frulanmas\u0131 gerekir.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Kaynak ve Mevzuat Kontrol\u00fc Gerekiyorsa<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Hukuk, finans, kamu hizmetleri ve yerel d\u00fczenlemelere ili\u015fkin makalelerde kaynaklar\u0131n do\u011frulanmas\u0131 \u00f6ncelikli olmal\u0131d\u0131r.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Bu t\u00fcr g\u00f6revlerde Claude, Gemini veya ChatGPT kullan\u0131labilir; \u00f6nemli olan arac\u0131n kaynaklar\u0131 do\u011fru aktarmas\u0131 ve do\u011frulayamad\u0131\u011f\u0131 bilgileri a\u00e7\u0131k\u00e7a belirtmesidir.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Uzun Ara\u015ft\u0131rma Makalesi Haz\u0131rlanacaksa<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u00c7ok say\u0131da alt ba\u015fl\u0131k, ara\u015ft\u0131rma sonucu ve kar\u015f\u0131la\u015ft\u0131rma i\u00e7eren makalelerde birden fazla ara\u00e7tan yararlanmak faydal\u0131 olabilir.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u00d6rne\u011fin bir ara\u00e7la taslak haz\u0131rlan\u0131rken ba\u015fka bir ara\u00e7tan eksik noktalar\u0131 ve \u00e7eli\u015fkileri incelemesi istenebilir.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ancak modellerin birbirini onaylamas\u0131, bilginin do\u011fru oldu\u011funu kan\u0131tlamaz. Nihai kontrol yine ba\u011f\u0131ms\u0131z kaynaklarla yap\u0131lmal\u0131d\u0131r.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Googleda_Ust_Siralara_Cikmak_Icin_Yapay_Zeka_Nasil_Kullanilmali\"><\/span>Google&#8217;da \u00dcst S\u0131ralara \u00c7\u0131kmak \u0130\u00e7in Yapay Zek\u00e2 Nas\u0131l Kullan\u0131lmal\u0131?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Yapay zek\u00e2 destekli SEO \u00e7al\u0131\u015fmas\u0131nda ama\u00e7 yaln\u0131zca daha fazla kelime \u00fcretmek olmamal\u0131.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1049\" height=\"590\" src=\"https:\/\/www.karekod.org\/blog\/wp-content\/uploads\/2026\/11\/Yapay-Zeka-ile-SEO-Makalesi-Hazirlama-1049x590.webp\" alt=\"Yapay Zeka\u0302 ile SEO Makalesi Haz\u0131rlama\" class=\"wp-image-63083\" srcset=\"https:\/\/www.karekod.org\/blog\/wp-content\/uploads\/2026\/11\/Yapay-Zeka-ile-SEO-Makalesi-Hazirlama-1049x590.webp 1049w, https:\/\/www.karekod.org\/blog\/wp-content\/uploads\/2026\/11\/Yapay-Zeka-ile-SEO-Makalesi-Hazirlama-360x203.webp 360w, https:\/\/www.karekod.org\/blog\/wp-content\/uploads\/2026\/11\/Yapay-Zeka-ile-SEO-Makalesi-Hazirlama-730x411.webp 730w, https:\/\/www.karekod.org\/blog\/wp-content\/uploads\/2026\/11\/Yapay-Zeka-ile-SEO-Makalesi-Hazirlama-350x197.webp 350w, https:\/\/www.karekod.org\/blog\/wp-content\/uploads\/2026\/11\/Yapay-Zeka-ile-SEO-Makalesi-Hazirlama-1100x619.webp 1100w, https:\/\/www.karekod.org\/blog\/wp-content\/uploads\/2026\/11\/Yapay-Zeka-ile-SEO-Makalesi-Hazirlama-400x225.webp 400w, https:\/\/www.karekod.org\/blog\/wp-content\/uploads\/2026\/11\/Yapay-Zeka-ile-SEO-Makalesi-Hazirlama.webp 1200w\" sizes=\"(max-width: 1049px) 100vw, 1049px\" \/><figcaption class=\"wp-element-caption\">Yapay Zeka\u0302 ile SEO Makalesi Haz\u0131rlama<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Daha verimli bir yakla\u015f\u0131m i\u00e7in i\u00e7erik \u00fcretimi birka\u00e7 a\u015famada planlanabilir.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1. Arama Niyetini Belirleyin<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Anahtar kelimenin hangi kullan\u0131c\u0131 ihtiyac\u0131n\u0131 temsil etti\u011fini inceleyin.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u00d6rne\u011fin &#8220;SEO i\u00e7in en iyi yapay zek\u00e2&#8221; aramas\u0131nda kullan\u0131c\u0131 b\u00fcy\u00fck olas\u0131l\u0131kla ara\u00e7lar\u0131n kar\u015f\u0131la\u015ft\u0131r\u0131lmas\u0131n\u0131, somut farklar\u0131n\u0131 ve karar vermeye yard\u0131mc\u0131 olacak bilgileri g\u00f6rmek istiyor.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Yaln\u0131zca yapay zek\u00e2n\u0131n tan\u0131m\u0131n\u0131 anlatan uzun bir makale bu ihtiyac\u0131 tam olarak kar\u015f\u0131lamayabilir.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2. \u0130\u00e7erik Plan\u0131n\u0131 Olu\u015fturun<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">H1, H2 ve H3 ba\u015fl\u0131klar\u0131n\u0131n mant\u0131kl\u0131 bir s\u0131rayla ilerlemesini sa\u011flay\u0131n.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u00d6nemli sorulara erken yan\u0131t verin. Ayn\u0131 a\u00e7\u0131klamay\u0131 farkl\u0131 b\u00f6l\u00fcmlerde gereksiz yere tekrarlamay\u0131n.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3. Kaynaklar\u0131 Ba\u011f\u0131ms\u0131z Olarak Do\u011frulay\u0131n<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Yapay zek\u00e2lar\u0131n sundu\u011fu ara\u015ft\u0131rma, fiyat, tarih ve mevzuat bilgilerini birincil kaynaklardan kontrol edin.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Kaynak ba\u011flant\u0131s\u0131n\u0131n ger\u00e7ekten a\u00e7\u0131klanan bilgiyi destekledi\u011finden emin olun.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u00d6zellikle teknik konularda bir \u00f6rne\u011fin b\u00fct\u00fcn durumlar i\u00e7in ge\u00e7erliymi\u015f gibi sunulmad\u0131\u011f\u0131n\u0131 inceleyin.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">4. \u00d6zg\u00fcn Editoryal Katk\u0131 Ekleyin<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Rakip sayfalarda bulunan bilgileri yeniden yazmak yerine okuyucuya ek de\u011fer sunmaya \u00e7al\u0131\u015f\u0131n.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Bu katk\u0131 ger\u00e7ek ekran g\u00f6r\u00fcnt\u00fcleri, uygulama testleri, \u00f6zg\u00fcn hesaplamalar, kar\u015f\u0131la\u015ft\u0131rmal\u0131 tablolar veya do\u011frudan deneyimlerden olu\u015fabilir.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Karekod Blog&#8217;un \u00fc\u00e7 yapay zek\u00e2 tasla\u011f\u0131n\u0131 ayn\u0131 g\u00f6revle kar\u015f\u0131la\u015ft\u0131rmas\u0131 bu t\u00fcr editoryal katk\u0131lara bir \u00f6rnektir.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">5. \u0130\u00e7 Ba\u011flant\u0131lar\u0131 ve Teknik Yap\u0131y\u0131 Kontrol Edin<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0130lgili mevcut makalelere do\u011fal i\u00e7 ba\u011flant\u0131lar ekleyin.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Sayfan\u0131n mobil kullan\u0131m\u0131n\u0131, ba\u015fl\u0131k hiyerar\u015fisini, g\u00f6rsel a\u00e7\u0131klamalar\u0131n\u0131, dizine eklenebilirli\u011fini ve temel teknik SEO unsurlar\u0131n\u0131 kontrol edin.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">6. Yay\u0131n Sonras\u0131 Sonu\u00e7lar\u0131 \u00d6l\u00e7\u00fcn<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Google Search Console \u00fczerinden g\u00f6sterimleri, t\u0131klamalar\u0131, sorgular\u0131 ve ortalama konumlar\u0131 takip edin.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Bu a\u015famada hangi yapay zek\u00e2n\u0131n kullan\u0131ld\u0131\u011f\u0131ndan ba\u011f\u0131ms\u0131z olarak makalenin ger\u00e7ek performans\u0131n\u0131 de\u011ferlendirebilirsiniz.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0130lk g\u00fcnlerdeki hareketlili\u011fi kal\u0131c\u0131 SEO ba\u015far\u0131s\u0131 olarak yorumlamamak gerekir.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"ChatGPT_Gemini_ve_Claudeun_Google_Siralama_Performansi_Nasil_Test_Edilebilir\"><\/span>ChatGPT, Gemini ve Claude&#8217;un Google S\u0131ralama Performans\u0131 Nas\u0131l Test Edilebilir?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Karekod Blog&#8217;un tek g\u00f6revli kar\u015f\u0131la\u015ft\u0131rmas\u0131, metinlerin niteli\u011fi hakk\u0131nda bilgi veriyor. Ancak Google s\u0131ralamalar\u0131n\u0131 \u00f6l\u00e7mek i\u00e7in farkl\u0131 bir ara\u015ft\u0131rma tasar\u0131m\u0131 gerekiyor.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Daha kapsaml\u0131 bir deneyde benzer arama niyetlerine ve rekabet d\u00fczeylerine sahip 40 farkl\u0131 konu se\u00e7ilebilir.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Bu konular rastgele d\u00f6rt gruba ayr\u0131labilir:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Grup A:<\/strong> ChatGPT ile haz\u0131rlanan taslaklar.<\/li>\n\n\n\n<li><strong>Grup B:<\/strong> Gemini ile haz\u0131rlanan taslaklar.<\/li>\n\n\n\n<li><strong>Grup C:<\/strong> Claude ile haz\u0131rlanan taslaklar.<\/li>\n\n\n\n<li><strong>Grup D:<\/strong> \u0130nsan taraf\u0131ndan ara\u015ft\u0131r\u0131l\u0131p yaz\u0131lan makaleler.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Her grupta 10 makale bulunabilir.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Kar\u015f\u0131la\u015ft\u0131rman\u0131n daha anlaml\u0131 olmas\u0131 i\u00e7in yay\u0131n zamanlar\u0131, i\u00e7erik t\u00fcrleri, teknik SEO \u00f6zellikleri ve i\u00e7 ba\u011flant\u0131 ko\u015fullar\u0131 m\u00fcmk\u00fcn oldu\u011funca dengelenmelidir.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0130lk 90 g\u00fcn boyunca \u015fu \u00f6l\u00e7\u00fctler takip edilebilir:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Google dizinine eklenme durumu<\/li>\n\n\n\n<li>Organik arama g\u00f6sterimleri<\/li>\n\n\n\n<li>Organik t\u0131klamalar<\/li>\n\n\n\n<li>Hedeflenen sorgulardaki ortalama konum<\/li>\n\n\n\n<li>Sayfalar\u0131n arama sonu\u00e7lar\u0131nda g\u00f6r\u00fcn\u00fcrl\u00fck kazanmaya ba\u015flama s\u00fcresi<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Ancak b\u00f6yle bir deneyin de \u00f6nemli s\u0131n\u0131rlamalar\u0131 olacakt\u0131r.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Farkl\u0131 anahtar kelimelerin rekabet d\u00fczeylerini tamamen e\u015fitlemek m\u00fcmk\u00fcn de\u011fildir. Ayr\u0131ca her gruptaki 10 makale, genel model \u00fcst\u00fcnl\u00fc\u011f\u00fc belirlemek i\u00e7in k\u00fc\u00e7\u00fck bir \u00f6rneklem olu\u015fturur.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Bu nedenle sonu\u00e7lar bir ba\u015flang\u0131\u00e7 de\u011ferlendirmesi sa\u011flayabilir; t\u00fcm sekt\u00f6rlere uygulanabilecek kesin s\u0131ralama kurallar\u0131 olu\u015fturmaz.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><em>Ara\u015ft\u0131rma notu: Bu b\u00f6l\u00fcm gelecekte ger\u00e7ekle\u015ftirilebilecek bir deney tasar\u0131m\u0131d\u0131r. Burada a\u00e7\u0131klanan 40 makalelik s\u0131ralama testi yap\u0131lm\u0131\u015f de\u011fildir.<\/em><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Yapay_Zeka_Makaleleri_Google_AI_Overviews_ve_AI_Modeda_Avantaj_Sagliyor_mu\"><\/span>Yapay Zek\u00e2 Makaleleri Google AI Overviews ve AI Mode&#8217;da Avantaj Sa\u011fl\u0131yor mu?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">2026 y\u0131l\u0131nda SEO de\u011ferlendirmesi art\u0131k yaln\u0131zca geleneksel mavi ba\u011flant\u0131lardan olu\u015fan arama sonu\u00e7lar\u0131yla s\u0131n\u0131rl\u0131 de\u011fil.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Google&#8217;\u0131n AI Overviews ve AI Mode gibi \u00fcretken yapay zek\u00e2 \u00f6zellikleri de yay\u0131nc\u0131lar a\u00e7\u0131s\u0131ndan g\u00f6r\u00fcn\u00fcrl\u00fck alanlar\u0131 olu\u015fturuyor.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Google Search Central&#8217;\u0131n May\u0131s 2026&#8217;da duyurdu\u011fu rehber, bu alanlarda g\u00f6r\u00fcn\u00fcrl\u00fck elde etmek isteyen sitelere \u00f6zellikle benzersiz, de\u011ferli ve kullan\u0131c\u0131 odakl\u0131 i\u00e7erik haz\u0131rlamalar\u0131n\u0131 \u00f6neriyor.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Google ayr\u0131ca temel SEO uygulamalar\u0131n\u0131n \u00fcretken yapay zek\u00e2 arama deneyimleri i\u00e7in de ge\u00e7erli oldu\u011funu belirtiyor.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Bununla birlikte yapay zek\u00e2 taraf\u0131ndan yaz\u0131lm\u0131\u015f olmak, AI Overviews i\u00e7erisinde kaynak olarak g\u00f6sterilme garantisi sa\u011flamaz.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Bir makalenin ChatGPT, Gemini veya Claude ile haz\u0131rlanmas\u0131 da Google&#8217;\u0131n \u00fcretken arama \u00f6zelliklerinde \u00f6zel bir avantaj olu\u015fturdu\u011funu kan\u0131tlamaz.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Bu nedenle i\u00e7erik \u00fcreticileri i\u00e7in as\u0131l hedef, hem geleneksel arama sonu\u00e7lar\u0131nda hem de yeni arama deneyimlerinde kullan\u0131c\u0131n\u0131n ihtiyac\u0131n\u0131 kar\u015f\u0131layan g\u00fcvenilir bilgiler sunmak olmal\u0131d\u0131r.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Editor_Yorumu_SEO_Icin_En_Iyi_Yapay_Zeka_Hangisi\"><\/span>Edit\u00f6r Yorumu: SEO \u0130\u00e7in En \u0130yi Yapay Zek\u00e2 Hangisi?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Bana g\u00f6re SEO&#8217;da yapay zek\u00e2 se\u00e7imini yaln\u0131zca hangi modelin daha ak\u0131c\u0131 veya uzun makale yazd\u0131\u011f\u0131na g\u00f6re yapmak do\u011fru de\u011fil.<\/strong> As\u0131l \u00f6nemli olan, kullan\u0131lan arac\u0131n ara\u015ft\u0131rma ve yay\u0131n s\u00fcrecine ne kadar katk\u0131 sa\u011flad\u0131\u011f\u0131.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Karekod Blog i\u00e7in ger\u00e7ekle\u015ftirdi\u011fimiz kar\u015f\u0131la\u015ft\u0131rmada bunu somut bi\u00e7imde g\u00f6rd\u00fck. Ayn\u0131 anahtar kelime ve benzer yay\u0131n ko\u015fullar\u0131 verilmesine ra\u011fmen ChatGPT, Gemini ve Claude farkl\u0131 ayr\u0131nt\u0131lar\u0131 \u00f6ne \u00e7\u0131kard\u0131.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">ChatGPT&#8217;nin tasla\u011f\u0131 uygulamal\u0131 anlat\u0131m bak\u0131m\u0131ndan yararl\u0131yd\u0131. Claude&#8217;un kaynak eksiklerini a\u00e7\u0131klamas\u0131 ve T\u00fcrkiye&#8217;ye \u00f6zg\u00fc d\u00fczenlemeleri ele almas\u0131 dikkat \u00e7ekti. Gemini&#8217;nin teknik genellemesi ise kaynak g\u00f6steren bir metnin de yanl\u0131\u015f veya eksik olabilece\u011fini hat\u0131rlatt\u0131.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Bence buradaki en \u00f6nemli sonu\u00e7 \u015fu: <strong>Yapay zek\u00e2 do\u011fru bir ara\u015ft\u0131rma s\u00fcrecini h\u0131zland\u0131rabilir ancak do\u011frulu\u011fun sorumlulu\u011funu tek ba\u015f\u0131na \u00fcstlenemez.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u00d6zellikle arama motorlar\u0131nda uzun vadeli g\u00f6r\u00fcn\u00fcrl\u00fck hedefleyen yay\u0131nc\u0131lar\u0131n, birka\u00e7 dakika i\u00e7erisinde olu\u015fturulmu\u015f metinleri do\u011frudan yay\u0131mlamak yerine kaynak kontrol\u00fcne, ger\u00e7ek kullan\u0131m \u00f6rneklerine ve \u00f6zg\u00fcn bilgilere yat\u0131r\u0131m yapmas\u0131 gerekiyor.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Karekod Blog olarak de\u011ferlendirmemiz, tek bir yapay zek\u00e2 arac\u0131na ba\u011fl\u0131 kalmaktan \u00e7ok ihtiyaca g\u00f6re farkl\u0131 ara\u00e7lardan yararlanman\u0131n ve nihai metni editoryal olarak geli\u015ftirmenin daha sa\u011fl\u0131kl\u0131 bir i\u00e7erik \u00fcretim yakla\u015f\u0131m\u0131 oldu\u011fu y\u00f6n\u00fcnde.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Google&#8217;da \u00fcst s\u0131ralar\u0131 hedeflerken en iyi yapay zek\u00e2, en fazla metni \u00fcreten de\u011fil; do\u011fru, \u00f6zg\u00fcn ve kullan\u0131c\u0131ya faydal\u0131 i\u00e7erik haz\u0131rlaman\u0131za en fazla yard\u0131mc\u0131 olan ara\u00e7t\u0131r.<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Sikca_Sorulan_Sorular\"><\/span>S\u0131k\u00e7a Sorulan Sorular<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">SEO i\u00e7in en iyi yapay zek\u00e2 hangisi?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">ChatGPT, Gemini ve Claude SEO i\u00e7erik \u00fcretiminde kullan\u0131labilir. Ancak herhangi birinin Google&#8217;da daha y\u00fcksek s\u0131ralama sa\u011flad\u0131\u011f\u0131n\u0131 kan\u0131tlayan yeterli kontroll\u00fc kar\u015f\u0131la\u015ft\u0131rma bulunmuyor. Tercih, yap\u0131lacak g\u00f6reve g\u00f6re de\u011fi\u015febilir.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">ChatGPT ile yaz\u0131lan makaleler Google&#8217;da \u00fcst s\u0131ralara \u00e7\u0131kar m\u0131?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Evet, ChatGPT deste\u011fiyle haz\u0131rlanan bir makale Google&#8217;da \u00fcst s\u0131ralara \u00e7\u0131kabilir. Ancak bu durum garanti de\u011fildir. \u0130\u00e7eri\u011fin kalitesi, arama niyetiyle uyumu ve di\u011fer SEO fakt\u00f6rleri \u00f6nemlidir.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Google Gemini ile yaz\u0131lan makaleler daha m\u0131 avantajl\u0131?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Google&#8217;\u0131n resm\u00ee a\u00e7\u0131klamalar\u0131nda Gemini ile yaz\u0131lm\u0131\u015f makalelere \u00f6zel s\u0131ralama avantaj\u0131 belirtilmiyor. Gemini&#8217;nin Google taraf\u0131ndan geli\u015ftirilmi\u015f olmas\u0131 tek ba\u015f\u0131na organik s\u0131ralama \u00fcst\u00fcnl\u00fc\u011f\u00fc sa\u011flamaz.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Claude SEO makalesi yazmak i\u00e7in kullan\u0131labilir mi?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Evet. Claude ile makale taslaklar\u0131, uzun metin d\u00fczenlemeleri, i\u00e7erik planlar\u0131 ve kar\u015f\u0131la\u015ft\u0131rmalar haz\u0131rlanabilir. Ancak kaynak ve bilgi do\u011frulamas\u0131 yine gereklidir.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Google yapay zek\u00e2 i\u00e7eriklerini cezaland\u0131r\u0131yor mu?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Yapay zek\u00e2 kullan\u0131m\u0131 tek ba\u015f\u0131na ceza nedeni de\u011fildir. Kullan\u0131c\u0131lara ek de\u011fer sunmadan, s\u0131ralamalar\u0131 manip\u00fcle etmek i\u00e7in \u00f6l\u00e7ekli i\u00e7erik \u00fcretmek Google&#8217;\u0131n spam politikalar\u0131n\u0131 ihlal edebilir.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0130nsan taraf\u0131ndan yaz\u0131lan makaleler daha iyi mi s\u0131ralan\u0131yor?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Baz\u0131 ara\u015ft\u0131rmalarda insan yaz\u0131m\u0131 olarak s\u0131n\u0131fland\u0131r\u0131lan i\u00e7erikler \u00fcst s\u0131ralarda daha y\u00fcksek paya sahip. Ancak bu durum, yaz\u0131m bi\u00e7iminin tek ba\u015f\u0131na s\u0131ralama ba\u015far\u0131s\u0131na neden oldu\u011funu kan\u0131tlamaz.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Yapay zek\u00e2 ile yaz\u0131lan makalelerin \u00f6zg\u00fcn oldu\u011fu nas\u0131l anla\u015f\u0131l\u0131r?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u00d6zg\u00fcnl\u00fck de\u011ferlendirmesi yaln\u0131zca yapay zek\u00e2 tespit ara\u00e7lar\u0131yla yap\u0131lmamal\u0131d\u0131r. \u0130\u00e7eri\u011fin ba\u015fka kaynaklar\u0131 kopyalay\u0131p kopyalamad\u0131\u011f\u0131, yeni bilgi sunup sunmad\u0131\u011f\u0131 ve kullan\u0131lan kaynaklar\u0131 do\u011fru aktar\u0131p aktarmad\u0131\u011f\u0131 incelenmelidir.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Yapay zek\u00e2 ile makale yazarken hangi SEO hatalar\u0131ndan ka\u00e7\u0131n\u0131lmal\u0131?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Do\u011frulanmam\u0131\u015f bilgiler, uydurma kaynaklar, tekrar eden paragraflar, anahtar kelime doldurma, arama niyetini kar\u015f\u0131lamayan i\u00e7erikler ve ger\u00e7ek deneyim olmadan deneyim iddias\u0131nda bulunmak \u00f6nemli hatalard\u0131r.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Sonuc_SEOda_Yapay_Zeka_mi_Icerik_Kalitesi_mi_Daha_Onemli\"><\/span>Sonu\u00e7: SEO&#8217;da Yapay Zek\u00e2 m\u0131, \u0130\u00e7erik Kalitesi mi Daha \u00d6nemli?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">2026 y\u0131l\u0131nda yay\u0131mlanan ara\u015ft\u0131rmalar, yapay zek\u00e2 destekli makalelerin Google&#8217;da s\u0131ralama elde edebildi\u011fini g\u00f6steriyor. Bununla birlikte geni\u015f \u00f6l\u00e7ekli otomatik i\u00e7erik \u00fcretiminin tek ba\u015f\u0131na s\u00fcrd\u00fcr\u00fclebilir organik trafik sa\u011flamad\u0131\u011f\u0131na ili\u015fkin bulgular da bulunuyor.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Karekod Blog&#8217;un ChatGPT, Gemini ve Claude kar\u015f\u0131la\u015ft\u0131rmas\u0131 ise ayn\u0131 g\u00f6revin farkl\u0131 ara\u00e7larda nas\u0131l de\u011fi\u015febildi\u011fini ortaya koydu.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Bir model daha uygulanabilir ad\u0131mlar sunarken ba\u015fka bir model kaynak s\u0131n\u0131rlamalar\u0131n\u0131 daha a\u00e7\u0131k ifade edebiliyor. Bu farkl\u0131l\u0131klar\u0131n de\u011ferlendirilmesi, edit\u00f6rlerin hangi a\u015famalarda ek kontrol yapmas\u0131 gerekti\u011fini anlamas\u0131na yard\u0131mc\u0131 olabilir.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ancak i\u00e7eriklerin ger\u00e7ek Google s\u0131ralamalar\u0131 \u00f6l\u00e7\u00fclmeden <strong>hangi yapay zek\u00e2n\u0131n SEO a\u00e7\u0131s\u0131ndan kesin olarak daha iyi oldu\u011fu<\/strong> s\u00f6ylenemez.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Bu nedenle uzun vadeli yakla\u015f\u0131m, yapay zek\u00e2 ara\u00e7lar\u0131n\u0131 i\u00e7erik ara\u015ft\u0131rmas\u0131 ve \u00fcretiminin destekleyici unsurlar\u0131 olarak kullanmak; do\u011frulu\u011fu, \u00f6zg\u00fcnl\u00fc\u011f\u00fc ve kullan\u0131c\u0131 deneyimini nihai yay\u0131n karar\u0131n\u0131n merkezinde tutmak olmal\u0131d\u0131r.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Kaynaklar\"><\/span>Kaynaklar<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Google&#8217;\u0131n resm\u00ee a\u00e7\u0131klamalar\u0131<\/strong><\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li>Google Search Central \u2014 Google&#8217;s Guidance About AI-Generated Content (2023).<br><a href=\"https:\/\/developers.google.com\/search\/blog\/2023\/02\/google-search-and-ai-content\">https:\/\/developers.google.com\/search\/blog\/2023\/02\/google-search-and-ai-content<\/a><\/li>\n\n\n\n<li>Google Search Central \u2014 Google Search&#8217;s Guidance on Generative AI Content on Your Website.<br><a href=\"https:\/\/developers.google.com\/search\/docs\/fundamentals\/using-gen-ai-content\">https:\/\/developers.google.com\/search\/docs\/fundamentals\/using-gen-ai-content<\/a><\/li>\n\n\n\n<li>Google Search Central \u2014 Optimizing Your Website for Generative AI Features on Google Search (2026).<br><a href=\"https:\/\/developers.google.com\/search\/docs\/fundamentals\/ai-optimization-guide\">https:\/\/developers.google.com\/search\/docs\/fundamentals\/ai-optimization-guide<\/a><\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>SEO ara\u015ft\u0131rmalar\u0131<\/strong><\/p>\n\n\n\n<ol start=\"4\" class=\"wp-block-list\">\n<li>Semrush \u2014 Does AI Content Rank Well in Search? Survey + Data Study (1 Nisan 2026).<br><a href=\"https:\/\/www.semrush.com\/blog\/does-ai-content-rank-in-search-data-study\/\">https:\/\/www.semrush.com\/blog\/does-ai-content-rank-in-search-data-study\/<\/a><\/li>\n\n\n\n<li>Ahrefs \u2014 Google Doesn&#8217;t Punish AI Content; It Punishes Bad Content (27 Temmuz 2026).<br><a href=\"https:\/\/ahrefs.com\/blog\/google-doesnt-punish-ai-content\/\">https:\/\/ahrefs.com\/blog\/google-doesnt-punish-ai-content\/<\/a><\/li>\n\n\n\n<li>Search Engine Land \/ SE Ranking \u2014 How AI-Generated Content Performs in Google Search: A 16-Month Experiment (23 Mart 2026).<br><a href=\"https:\/\/searchengineland.com\/ai-generated-content-google-search-experiment-472234\">https:\/\/searchengineland.com\/ai-generated-content-google-search-experiment-472234<\/a><\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Karekod Blog uygulama testinin do\u011frulama kaynaklar\u0131<\/strong><\/p>\n\n\n\n<ol start=\"7\" class=\"wp-block-list\">\n<li>Google Chrome Yard\u0131m \u2014 Share Tabs in Chrome \/ QR Kod Olu\u015fturma.<br><a href=\"https:\/\/support.google.com\/chrome\/answer\/10051760?hl=en-001\">https:\/\/support.google.com\/chrome\/answer\/10051760?hl=en-001<\/a><\/li>\n\n\n\n<li>Ticaret Bakanl\u0131\u011f\u0131 \u2014 Fiyat Etiketinde Yeni D\u00f6nem Ba\u015fl\u0131yor (13 Ekim 2025).<br><a href=\"https:\/\/ticaret.gov.tr\/haberler\/fiyat-etiketinde-yeni-donem-basliyor\">https:\/\/ticaret.gov.tr\/haberler\/fiyat-etiketinde-yeni-donem-basliyor<\/a><\/li>\n\n\n\n<li>Ticaret Bakanl\u0131\u011f\u0131 \u2014 T\u00fcketici Haklar\u0131n\u0131 Bilmek, G\u00fcvenli ve Adil Ticaretin En \u00d6nemli G\u00fcvencesidir (28 Temmuz 2026).<br><a href=\"https:\/\/ticaret.gov.tr\/haberler\/tuketici-haklarini-bilmek-guvenli-ve-adil-ticaretin-en-onemli-guvencesidir\">https:\/\/ticaret.gov.tr\/haberler\/tuketici-haklarini-bilmek-guvenli-ve-adil-ticaretin-en-onemli-guvencesidir<\/a><\/li>\n\n\n\n<li>Karekod Blog \u2014 6 Kas\u0131m 2026 tarihli ChatGPT, Gemini ve Claude SEO taslak kar\u015f\u0131la\u015ft\u0131rma notlar\u0131.<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Ara\u015ft\u0131rma a\u00e7\u0131klamas\u0131:<\/strong> Bu makale, \u00fc\u00e7 ayr\u0131 sekt\u00f6r ara\u015ft\u0131rmas\u0131n\u0131n incelenmesi ve Karekod Blog&#8217;un kendi i\u00e7erik \u00fcretim kar\u015f\u0131la\u015ft\u0131rmas\u0131n\u0131n de\u011ferlendirilmesiyle haz\u0131rlanm\u0131\u015ft\u0131r. Yapay zek\u00e2 tespit ara\u00e7lar\u0131n\u0131n s\u0131n\u0131fland\u0131rmalar\u0131 kesin yazarl\u0131k kan\u0131t\u0131 de\u011fildir. Karekod Blog&#8217;un \u00fc\u00e7 ara\u00e7la yapt\u0131\u011f\u0131 kar\u015f\u0131la\u015ft\u0131rmada Google s\u0131ralamas\u0131, trafik veya t\u0131klama verileri \u00f6l\u00e7\u00fclmemi\u015ftir.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>SEO i\u00e7in en iyi yapay zek\u00e2 hangisi? ChatGPT, Google Gemini ve Claude, internet siteleri i\u00e7in makale haz\u0131rlamak, i\u00e7erikleri optimize etmek [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":63080,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[18],"tags":[],"class_list":["post-63078","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-teknoloji"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>SEO \u0130\u00e7in En \u0130yi Yapay Zek\u00e2 Hangisi? Kas\u0131m 2026 Testi<\/title>\n<meta name=\"description\" content=\"SEO i\u00e7in en iyi yapay zek\u00e2 hangisi? ChatGPT, Gemini ve Claude testini, 42 bin makalelik ara\u015ft\u0131rmay\u0131 ve Google s\u0131ralama bulgular\u0131n\u0131 inceleyin.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.karekod.org\/blog\/seo-icin-en-iyi-yapay-zeka\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"SEO \u0130\u00e7in En \u0130yi Yapay Zek\u00e2 Hangisi? Kas\u0131m 2026 Testi\" \/>\n<meta property=\"og:description\" content=\"SEO i\u00e7in en iyi yapay zek\u00e2 hangisi? 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