{"id":14973,"date":"2026-07-10T15:03:18","date_gmt":"2026-07-10T12:03:18","guid":{"rendered":"https:\/\/www.hosting.com.tr\/blog\/?p=14973"},"modified":"2026-07-10T15:03:18","modified_gmt":"2026-07-10T12:03:18","slug":"yapay-zeka-ile-icerik-olusturmak","status":"publish","type":"post","link":"https:\/\/www.hosting.com.tr\/blog\/yapay-zeka-ile-icerik-olusturmak\/","title":{"rendered":"Yapay Zeka \u0130le \u0130\u00e7erik Olu\u015fturmak: Kaliteli mi, Riskli mi, Ger\u00e7ekten \u0130\u015fe Yar\u0131yor mu?"},"content":{"rendered":"

Web siteleri, sosyal medya platformlar\u0131, e-ticaret siteleri ve pazarlama kampanyalar\u0131 rekabet\u00e7i kalabilmek i\u00e7in s\u00fcrekli yeni i\u00e7eriklere ihtiya\u00e7 duyar. Fakat i\u00e7erik yazarlar\u0131n\u0131n bu devasa talebe tek ba\u015flar\u0131na cevap vermesi neredeyse m\u00fcmk\u00fcn de\u011fildir. Bu noktada her ge\u00e7en g\u00fcn daha \u00f6nemli hale gelen yapay zeka destekli i\u00e7erikler devreye girmektedir.<\/span><\/p>\n

SurveyMonkey<\/span><\/a> taraf\u0131ndan yap\u0131lan bir ara\u015ft\u0131rmaya g\u00f6re, pazarlamac\u0131lar\u0131n yakla\u015f\u0131k %93’\u00fc i\u00e7eri\u011fi daha h\u0131zl\u0131 \u00fcretmek i\u00e7in yapay zeka ara\u00e7lar\u0131n\u0131 kullanmaktad\u0131r. Yapay zeka kullanan i\u015fletmeler, geleneksel i\u015f ak\u0131\u015flar\u0131na k\u0131yasla ayda yakla\u015f\u0131k %40 daha fazla i\u00e7erik yay\u0131nlamaktad\u0131r.<\/span><\/p>\n

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Microsoft<\/span><\/a>‘un yapt\u0131\u011f\u0131 bir ara\u015ft\u0131rmaya g\u00f6re, kullan\u0131c\u0131lar\u0131n %90’\u0131 yapay zekan\u0131n kendilerine zaman kazand\u0131rd\u0131\u011f\u0131n\u0131, %84’\u00fc ise daha yarat\u0131c\u0131 olmalar\u0131n\u0131 sa\u011flad\u0131\u011f\u0131n\u0131 belirtmektedir.<\/span><\/p>\n

2026 y\u0131l\u0131nda HubSpot taraf\u0131ndan yay\u0131nlanan bir ara\u015ft\u0131rmaya g\u00f6re ise, pazarlamac\u0131lar\u0131n yakla\u015f\u0131k %94’\u00fc, 2026 y\u0131l\u0131nda i\u00e7erik olu\u015fturma s\u00fcre\u00e7lerinde yapay zeka kullanmay\u0131 planlad\u0131\u011f\u0131n\u0131 ifade etmektedir.<\/span><\/p>\n

Web Sitelerin \u0130\u00e7erikleri Yapay Zeka \u0130le \u00dcretmek Do\u011fru mu?<\/h2>\n

Bug\u00fcne kadar yapay zeka i\u00e7erikleri ile ilgili yap\u0131lan ara\u015ft\u0131rmalardaki nihai sonu\u00e7, i\u00e7erik olu\u015ftururken sadece yapay zeka kullan\u0131lmamas\u0131 y\u00f6n\u00fcndedir. <\/span>Fakat yapay zeka, i\u00e7erik olu\u015fturuculara; ilk taslaklar, ara\u015ft\u0131rma, optimizasyon ve tekrarlayan g\u00f6revlerde yard\u0131mc\u0131 olmal\u0131d\u0131r. Ancak bu i\u00e7eriklerde yine de insan y\u00f6nlendirmesi olmas\u0131 gerekmektedir.<\/span><\/p>\n

Yapay zeka modelleri, kula\u011fa mant\u0131kl\u0131 gelen ancak yanl\u0131\u015f olan bilgiler \u00fcretebilir. \u00d6nde gelen yapay zeka sa\u011flay\u0131c\u0131lar\u0131 bile, \u00f6zellikle hassasiyet gerektiren durumlarda, \u00e7\u0131kt\u0131lar\u0131n g\u00fcvenilmez olabilece\u011fini kabul etmektedir. Bu nedenle, yapay zeka taraf\u0131ndan olu\u015fturulan i\u00e7erik yay\u0131nlanmadan \u00f6nce her zaman insan kontrol\u00fcnden ge\u00e7irilmelidir. \u00d6zellikle insanlar\u0131n g\u00fcvendi\u011fi markalardaki kurumsal i\u00e7erik i\u00e7in bu denetim \u015fartt\u0131r. <\/span><\/p>\n

Nielsen ara\u015ft\u0131rmas\u0131na g\u00f6re, t\u00fcketicilerin %55’i, b\u00fcy\u00fck \u00f6l\u00e7\u00fcde yapay zeka taraf\u0131ndan olu\u015fturulan i\u00e7eri\u011fe dayanan sitelerde kendilerini rahats\u0131z hissettiklerini ve neredeyse yar\u0131s\u0131, bu t\u00fcr i\u00e7eriklerin yan\u0131nda reklam veren markalara g\u00fcvenmediklerini ifade etmektedir.<\/span><\/p>\n

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Bu noktada bir\u00e7ok ekibin izledi\u011fi faydal\u0131 bir \u00e7er\u00e7eve, %30 kural\u0131d\u0131r. Bu kurala g\u00f6re yapay zeka; ara\u015ft\u0131rma, taslak haz\u0131rlama, i\u015f ak\u0131\u015f\u0131 deste\u011fi gibi i\u015flerin yakla\u015f\u0131k %70’ini hallederken, insanlar ise strateji, konu uzmanl\u0131\u011f\u0131 ve kalite kontrol\u00fc gerektiren kritik %30’a odaklanmal\u0131d\u0131r. Bu denge, yapay zeka destekli i\u00e7eri\u011fi “yeterince iyi” olmaktan \u00e7\u0131kar\u0131p ger\u00e7ekten de\u011ferli hale getirecektir.<\/span><\/p>\n

\u0130\u00e7erik \u00dcretiminde Hacim vs. De\u011fer Dengesi: H\u0131zl\u0131 ve Kaliteli \u0130\u00e7erik M\u00fcmk\u00fcn m\u00fc?<\/h2>\n

Yapay zeka, b\u00fcy\u00fck miktarda i\u00e7eri\u011fi h\u0131zl\u0131 bir \u015fekilde \u00fcretebilir, ancak %100 do\u011frulu\u011fu veya alaka d\u00fczeyini garanti etmez. Ayr\u0131ca i\u00e7eri\u011fin do\u011fru hedef kitleye y\u00f6nelik olmas\u0131n\u0131n da garantisini veremez.<\/span><\/p>\n

Bunun da \u00f6tesinde, giri\u015f yapaca\u011f\u0131n\u0131z i\u00e7eri\u011fin hacmi b\u00fcy\u00fckse, her \u015feyi d\u00fczg\u00fcn bir \u015fekilde incelemek neredeyse imkans\u0131z hale gelir. Bu da i\u00e7erikte kalite sorunlar\u0131na yol a\u00e7ar. Kalitesiz i\u00e7erik ise, hi\u00e7bir arama moturu taraf\u0131ndan kabul edilemez. <\/span>Google, Microsoft ve \u00f6nde gelen sekt\u00f6r analistlerinden gelen son veri ve a\u00e7\u0131klamalara g\u00f6re, yapay zeka i\u00e7erik \u00fcretiminin y\u00fckseli\u015fte oldu\u011fu bir d\u00f6nemde kaliteli i\u00e7erik her zamankinden daha \u00f6nemlidir.\u00a0<\/span><\/p>\n

Google’da Arama Analisti olan John Mueller, Reddit’te yapt\u0131\u011f\u0131 bir yorumda, yapay zeka taraf\u0131ndan \u00fcretilen i\u00e7eri\u011fin yeniden yaz\u0131lmas\u0131n\u0131n “sitenin Google’daki s\u0131ralamas\u0131n\u0131 de\u011fi\u015ftirmeyece\u011fini” ve \u00f6nemli olan\u0131n, i\u00e7eri\u011fin web sitesine katt\u0131\u011f\u0131 de\u011fer oldu\u011funu ifade eden a\u00e7\u0131klamalarda bulunmu\u015ftur. Google’\u0131n her zaman “yararl\u0131, g\u00fcvenilir, insan odakl\u0131 i\u00e7erik”e verdi\u011fi \u00f6nem vermektedir. Bu da yapay zekan\u0131n tek ba\u015f\u0131na tam olarak yapamayaca\u011f\u0131 \u015feydir.<\/span><\/p>\n

“Yapay Zeka \u00c7\u00f6p\u00fc” (AI Trash) ve \u0130nternetin Seyrelme Krizi<\/h2>\n

Arama motorlar\u0131ndan herhangi bir arama yapt\u0131\u011f\u0131n\u0131zda, yapay zeka ile olu\u015fturulan i\u00e7eriklerle denk gelme olas\u0131l\u0131\u011f\u0131n\u0131z art\u0131k \u00e7ok fazlad\u0131r. Hatta hangi i\u00e7eri\u011fin yapay zeka ile olu\u015fturuldu\u011funu bile bilmeden yaz\u0131lan i\u00e7eri\u011fe g\u00fcvenebilirsiniz. \u0130nternet, tarihinde hi\u00e7 olmad\u0131\u011f\u0131 kadar b\u00fcy\u00fck bir “bilgi kirlili\u011fi” kriziyle kar\u015f\u0131 kar\u015f\u0131yad\u0131r.<\/span><\/p>\n

Neyse ki, yapay zeka arama sonu\u00e7lar\u0131, bu modelin kap\u0131s\u0131n\u0131 h\u0131zla kapattt\u0131\u011f\u0131 i\u00e7in internetin bir yapay zeka i\u00e7erik \u00e7\u00f6pl\u00fc\u011f\u00fcne d\u00f6n\u00fc\u015fmesi engellenecektir.<\/span><\/p>\n

Google’\u0131n AI Bak\u0131\u015flar\u0131 ve AI Modu’ndan ChatGPT Arama, Perplexity Yapay Zeka ve Microsoft Copilot’a kadar yapay zeka destekli arama deneyimleri, geleneksel arama motorlar\u0131 gibi \u00e7al\u0131\u015fmamaktad\u0131r. Geleneksel arama motorlar\u0131n\u0131n aksine bilgiyi sentezler, g\u00fcvenilirli\u011fi de\u011ferlendirir ve temelde farkl\u0131 bir dizi kritere dayanarak kaynaklar\u0131 se\u00e7er. Bu noktada d\u00fc\u015f\u00fck kaliteli ve yapay zeka ile olu\u015fturulan i\u00e7erik siteleri, d\u00fcn\u00fcn algoritmalar\u0131 i\u00e7in ne kadar zekice optimize edilmi\u015f olursa olsun, bu yeni ortamda giderek daha g\u00f6r\u00fcnmez hale gelecektir.<\/span><\/p>\n

Yapay zeka arama sistemleri, birden fazla kaynaktan yararlanarak, g\u00fcvenilirliklerini de\u011ferlendirerek ve birle\u015fik bir yan\u0131t sunarak do\u011frudan bir yan\u0131t sentezler. Kullan\u0131c\u0131 sitenize hi\u00e7 t\u0131klamayabilir. Daha da \u00f6nemlisi, i\u00e7eri\u011finiz bu sistemlerin g\u00fcvenilir kaynaklar\u0131 se\u00e7mek i\u00e7in kulland\u0131\u011f\u0131 kriterleri kar\u015f\u0131lam\u0131yorsa, hi\u00e7bir \u015fekilde al\u0131nt\u0131lanmaz, referans g\u00f6sterilmez veya anlaml\u0131 bir \u015fekilde g\u00f6sterilmezsiniz.<\/span><\/p>\n

Bu arama deneyimlerini destekleyen b\u00fcy\u00fck dil modelleri, geni\u015f veri k\u00fcmeleri \u00fczerinde e\u011fitilir ve yetkili, iyi yap\u0131land\u0131r\u0131lm\u0131\u015f, olgusal olarak do\u011fru ve ba\u011flamsal olarak zengin i\u00e7eri\u011fe \u00f6ncelik vermek i\u00e7in ince ayar yapar. Bilgilendirmekten ziyade sadece s\u0131ralama elde etmek i\u00e7in var olan i\u00e7eri\u011fi belirlemede son derece iyidir.<\/span><\/p>\n

Google Yapay Zeka \u0130\u00e7eriklerine Nas\u0131l Yakla\u015f\u0131yor?<\/h2>\n

Google’<\/span><\/a>\u0131n yapay zeka taraf\u0131ndan \u00fcretilen i\u00e7erik konusundaki tutumu giderek daha netle\u015fmektedir. Sorun i\u00e7erik \u00fcretilirken kullan\u0131lan y\u00f6ntem de\u011fil, \u00e7\u0131kt\u0131n\u0131n kalitesi ve fayda sa\u011flamas\u0131d\u0131r. 2026 y\u0131l\u0131 itibariyle Google, i\u00e7erik kalitesinin de\u011ferlendirilmesinde temel \u00f6l\u00e7\u00fct olarak E-E-A-T (Deneyim, Uzmanl\u0131k, Otorite ve G\u00fcvenilirlik) \u00e7er\u00e7evesini uygulamaya devam etmektedir ve yapay zeka i\u00e7eri\u011fi, insan taraf\u0131ndan yaz\u0131lan i\u00e7erikle tamamen ayn\u0131 standartta de\u011ferlendirilir.<\/span><\/p>\n

Birinci elden deneyim, orijinal veriler veya kan\u0131tlanabilir konu uzmanl\u0131\u011f\u0131 eksikli\u011fi olan yapay zeka i\u00e7erikleri, rekabet\u00e7i ni\u015flerde bir dezavantaja neden olur. Google’\u0131n sistemleri, d\u00fczenlenmemi\u015f yapay zeka \u00e7\u0131kt\u0131s\u0131n\u0131n bir \u00f6zelli\u011fi olan genel i\u00e7eri\u011fi giderek daha iyi tan\u0131mlad\u0131\u011f\u0131 i\u00e7in ger\u00e7ek d\u00fcnya bilgisi olan ve g\u00fcvenilirlik g\u00f6steren i\u00e7eri\u011fe \u00f6ncelik verir.<\/span><\/p>\n

Bu noktada yapay zeka taraf\u0131ndan olu\u015fturulan i\u00e7eri\u011fi E-E-A-T uyumlu ve arama motorlar\u0131nda rekabet\u00e7i hale getirmek i\u00e7in a\u015fa\u011f\u0131daki en iyi uygulamalar\u0131 uygulayabilirsiniz:<\/span><\/p>\n

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Do\u011frulanm\u0131\u015f yazar kimlik bilgilerini ekleyin:<\/b> \u0130\u00e7eri\u011fi ilgili uzmanl\u0131\u011fa sahip, ad\u0131 belirtilmi\u015f yazarlara atay\u0131n ve profesyonel ge\u00e7mi\u015flerini vurgulayan yazar biyografileri ekleyin. Bu, Google’\u0131n de\u011ferlendirdi\u011fi Uzmanl\u0131k ve Otorite sinyallerini do\u011frudan destekler.<\/span><\/p>\n

Orijinal ve yetkili kaynaklara at\u0131fta bulunun:<\/b> Birincil ara\u015ft\u0131rmalara, resmi yay\u0131nlara ve sayg\u0131n sekt\u00f6r kaynaklar\u0131na ba\u011flant\u0131 verin. Yaln\u0131zca ikincil bilgilerin yapay zeka taraf\u0131ndan olu\u015fturulan \u00f6zetlerine g\u00fcvenmekten ka\u00e7\u0131n\u0131n. Bu, yanl\u0131\u015fl\u0131klara yol a\u00e7abilir ve g\u00fcven sinyallerini zay\u0131flatabilir.<\/span><\/p>\n

\u00d6zel verileri veya benzersiz i\u00e7g\u00f6r\u00fcleri dahil edin: <\/b>Yapay zeka taslaklar\u0131n\u0131 orijinal istatistikler, vaka \u00e7al\u0131\u015fmalar\u0131, dahili anket sonu\u00e7lar\u0131 veya birinci elden g\u00f6zlemlerle destekleyin. Bu, yapay zeka destekli i\u00e7eri\u011fi farkl\u0131la\u015ft\u0131rman\u0131n ve E-E-A-T’nin Deneyim bile\u015fenini kar\u015f\u0131laman\u0131n en etkili yollar\u0131ndan biridir.<\/span><\/p>\n

Uzman incelemesi yoluyla ger\u00e7ek do\u011frulu\u011fu sa\u011flay\u0131n: <\/b>\u00d6zellikle teknik, t\u0131bbi, finansal veya hukuki konular i\u00e7in yay\u0131nlanmadan \u00f6nce bir konu uzman\u0131n\u0131n yapay zeka \u00e7\u0131kt\u0131s\u0131n\u0131 incelemesini sa\u011flay\u0131n. Ger\u00e7ek d\u0131\u015f\u0131 hatalar yaln\u0131zca kullan\u0131c\u0131 g\u00fcvenine zarar vermekle kalmaz, ayn\u0131 zamanda Google’\u0131n arama kalitesi de\u011ferlendiricilerinden manuel kalite incelemelerini de tetikleyebilir.<\/span><\/p>\n

\u00d6zetle, yapay zeka i\u00e7eri\u011fi 2026’da iyi s\u0131ralamalar elde edebilir, ancak bu yaln\u0131zca bitmi\u015f bir i\u00e7erik yerine bir ba\u015flang\u0131\u00e7 \u200b\u200bnoktas\u0131 olarak ele al\u0131nd\u0131\u011f\u0131nda ge\u00e7erlidir. Yapay zeka verimlili\u011fini insan uzmanl\u0131\u011f\u0131, g\u00fcvenilir kaynak kullan\u0131m\u0131 ve ger\u00e7ek i\u00e7g\u00f6r\u00fcyle birle\u015ftirmek, hem kullan\u0131c\u0131lar\u0131 hem de Google’\u0131n kalite y\u00f6nergelerini tatmin eden form\u00fcld\u00fcr.<\/span><\/p>\n

S\u00fcre\u00e7 Kar\u015f\u0131la\u015ft\u0131rmas\u0131: Ham \u00c7\u0131kt\u0131, Edit\u00f6r Kontroll\u00fc S\u00fcre\u00e7 ve Uzman Kalemi<\/h2>\n

SemRush<\/span><\/a>\u2019\u0131n 20.000 anahtar kelime ve 42.000 blog yaz\u0131s\u0131n\u0131 analiz ederek yapt\u0131\u011f\u0131 analize g\u00f6re, tamamen yapay zeka taraf\u0131ndan \u00fcretilen i\u00e7erik, arama sonu\u00e7lar\u0131nda en \u00fcst s\u0131rada yaln\u0131zca %9 oran\u0131nda yer al\u0131rken, insan taraf\u0131ndan yaz\u0131lan i\u00e7erikler, %80 oran\u0131nda en \u00fcst s\u0131rada yer almaktad\u0131r. Ara\u015ft\u0131rma sonu\u00e7lar\u0131 insan odakl\u0131 i\u00e7eri\u011fi \u00f6ne \u00e7\u0131karsa da, i\u00e7erik pazarlamac\u0131lar\u0131n %90’\u0131, yine de i\u015f ak\u0131\u015flar\u0131nda yapay zeka i\u00e7erik ara\u00e7lar\u0131 kullanmaktad\u0131r.\u00a0<\/span><\/p>\n

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Asl\u0131nda, mesele yapay zeka ile insanlar aras\u0131nda bir se\u00e7im yapmak de\u011fildir, do\u011fru i\u015f ak\u0131\u015f\u0131n\u0131 se\u00e7mektir. En ba\u015far\u0131l\u0131 i\u00e7erik operasyonlar\u0131nda hibrit modeller kullan\u0131lmaktad\u0131r. Ara\u015ft\u0131rma, taslak haz\u0131rlama ve h\u0131z i\u00e7in yapay zeka; uzmanl\u0131k, ger\u00e7eklik kontrol\u00fc ve otorite olu\u015fturan benzersiz bak\u0131\u015f a\u00e7\u0131s\u0131 i\u00e7in insanlar s\u00fcrece dahil edilmelidir.<\/span><\/p>\n

Sadece yapay zeka ile yaz\u0131lan i\u00e7erikler, rekabet\u00e7i anahtar kelimelerde d\u00fc\u015f\u00fck performans g\u00f6sterirken, insan liderli\u011findeki d\u00fczenleme, yapay zeka taslaklar\u0131n\u0131 s\u0131ralamada \u00fcst s\u0131ralarda yer alan varl\u0131klara d\u00f6n\u00fc\u015ft\u00fcrmektedir. Google, deneyim, uzmanl\u0131k ve otoriteyi art\u0131k daha fazla \u00f6d\u00fcllendirmektedir. Bunlar yapay zekan\u0131n insan y\u00f6nlendirmesi olmadan taklit edemeyece\u011fi becerilerdir. Bu y\u00fczden do\u011fru yakla\u015f\u0131m a\u015fa\u011f\u0131daki \u015fekilde form\u00fcle edilebilir:<\/span><\/p>\n

Taslak olu\u015fturma i\u00e7in sistematik yapay zeka + insan uzman incelemesi = Kullan\u0131labilecek en y\u00fcksek performansl\u0131 SEO stratejisi.<\/span><\/p>\n

Yapay Zekay\u0131 G\u00fcvenli Bir \u0130\u015f Ak\u0131\u015f\u0131na Dahil Etme Yollar\u0131<\/h2>\n

Yapay zeka ile i\u00e7erik olu\u015ftururken as\u0131l fark\u0131 yaratan, onu nas\u0131l kulland\u0131\u011f\u0131n\u0131zd\u0131r. A\u015fa\u011f\u0131daki listede i\u015fe yarayan yapay zeka destekli bir i\u00e7erik i\u015f ak\u0131\u015f\u0131 olu\u015fturman\u0131n kan\u0131tlanm\u0131\u015f birka\u00e7 yolunu bulabilirsiniz:<\/span><\/p>\n

\"\"<\/p>\n

Kulland\u0131\u011f\u0131n\u0131z yapay zeka arac\u0131na iyi bir y\u00f6netici olun<\/h3>\n

Arac\u0131n\u0131zdan sadece ba\u015fl\u0131\u011f\u0131n\u0131z\u0131 verip “bu konu ile ilgili bir blog yaz\u0131s\u0131 yaz” demeyin. Belirsiz talimatlar belirsiz sonu\u00e7lar do\u011furur. Bu y\u00fczden yapay zekaya ayr\u0131nt\u0131l\u0131 ba\u011flam verin: Hedef kitle kim? Hangi tonu kullanmal\u0131? Hangi \u00f6nemli noktalar\u0131 ele almal\u0131? Hangi anahtar kelimeleri hedefliyorsunuz? Talimat\u0131 ne kadar iyi verirseniz, \u00e7\u0131kt\u0131 da o kadar iyi olacakt\u0131r.<\/span><\/p>\n

Yapay zekay\u0131 son edit\u00f6r de\u011fil, ilk taslak haz\u0131rlay\u0131c\u0131 olarak ele al\u0131n<\/h3>\n

Her zaman bir insan\u0131 i\u015f s\u00fcrecinin i\u00e7ine dahil edin. Yapay zekay\u0131 taslak ba\u015fl\u0131klar olu\u015fturmak gibi zaman kayb\u0131na u\u011frad\u0131\u011f\u0131n\u0131z ilk a\u011f\u0131r i\u015fleri yapman\u0131za yard\u0131mc\u0131 olmas\u0131 i\u00e7in kullan\u0131n. Ancak, do\u011frulu\u011fu kontrol etmek, ince detaylar eklemek ve i\u00e7eri\u011fin stratejiniz ile uyumlu oldu\u011fundan emin olmak i\u00e7in son d\u00fczenlemeler i\u00e7in ekibinizin uzmanl\u0131\u011f\u0131na ihtiyac\u0131n\u0131z vard\u0131r.<\/span><\/p>\n

Yapay zeka ara\u00e7lar\u0131na gizli form\u00fcl\u00fcn\u00fcz\u00fc verin<\/h3>\n

En iyi yapay zeka ara\u00e7lar\u0131, i\u015fletmenizin kendi bilgilerinden \u00f6\u011frenebilenlerdir. Bu y\u00fczden kulland\u0131\u011f\u0131n\u0131z yapay zeka arac\u0131na marka k\u0131lavuzlar\u0131n\u0131za, en iyi performans g\u00f6steren makalelerinize ve i\u00e7 belgelerinize eri\u015fim sa\u011flay\u0131n. Bu \u015fekilde ger\u00e7ekten alakal\u0131 ve markan\u0131z taraf\u0131ndan yaz\u0131lm\u0131\u015f gibi g\u00f6r\u00fcnen i\u00e7erik elde edersiniz.<\/span><\/p>\n

Bir geri bildirim d\u00f6ng\u00fcs\u00fc olu\u015fturun<\/h3>\n

Hangi i\u00e7eri\u011fin i\u015fe yarad\u0131\u011f\u0131n\u0131 g\u00f6rmek i\u00e7in analiz yap\u0131n. En \u00e7ok t\u0131klama alan ba\u015fl\u0131klar veya en fazla etkile\u015fimi sa\u011flayan formatlar gibi bu i\u00e7g\u00f6r\u00fcleri al\u0131n ve yapay zeka komutlar\u0131n\u0131za geri besleme sa\u011flay\u0131n. \u0130nsan rehberli\u011finde ger\u00e7ekle\u015fen bu iyile\u015ftirme d\u00f6ng\u00fcs\u00fc, ger\u00e7ekten Google\u2019da g\u00f6r\u00fcn\u00fcr olman\u0131z\u0131 sa\u011flar.<\/span><\/p>\n

\u0130\u00e7erik Silosu Alt Alan Adlar\u0131nda (Subdomain) Otomasyon ve Tarama B\u00fct\u00e7esi \u0130li\u015fkisi<\/h2>\n

Alt alan adlar\u0131n\u0131n tarama b\u00fct\u00e7esini nas\u0131l etkiledi\u011fini anlamak, web sitenizin arama motorlar\u0131 taraf\u0131ndan indekslenmesini optimize etmek i\u00e7in \u00e7ok \u00f6nemlidir. Tarama b\u00fct\u00e7esi, arama motorlar\u0131n\u0131n sitenizde ka\u00e7 sayfay\u0131 tarad\u0131\u011f\u0131n\u0131 belirler ve sitenizin g\u00f6r\u00fcn\u00fcrl\u00fc\u011f\u00fcn\u00fc ve s\u0131ralamas\u0131n\u0131 etkiler.<\/span><\/p>\n

Google, her alt alan ad\u0131n\u0131 kendi tarama b\u00fct\u00e7esine sahip ayr\u0131 bir varl\u0131k olarak ele al\u0131r. Yani, Google her alt alan ad\u0131 i\u00e7in ana alan ad\u0131n\u0131 etkilemeden ondan ba\u011f\u0131ms\u0131z yeni bir tarama b\u00fct\u00e7esi atar.<\/span><\/p>\n

Fakat alt alan adlar\u0131n\u0131n yanl\u0131\u015f y\u00f6netimi veya yapay zeka otomasyonu ile alt alan adlar\u0131na kontrols\u00fczce binlerce i\u00e7erik giri\u015fi yapmak, verimsiz taramaya ve daha d\u00fc\u015f\u00fck SEO performans\u0131na yol a\u00e7abilir. Otomasyonun getirdi\u011fi a\u015f\u0131r\u0131 i\u00e7erik y\u00fck\u00fc ve d\u00fc\u015f\u00fck kaliteli yapay zeka i\u00e7erikleri, arama motoru botlar\u0131n\u0131n sitenizin genel mimarisini alg\u0131lamas\u0131n\u0131 zorla\u015ft\u0131r\u0131r.\u00a0<\/span><\/p>\n

Googlebot, alt alan ad\u0131ndaki bu otomatik i\u00e7erik \u00fcretimini ” spam” olarak alg\u0131lad\u0131\u011f\u0131nda, sadece ilgili subdomain’i cezaland\u0131rmakla kalmaz, ana alan ad\u0131n\u0131z\u0131n g\u00fcven skorunu (E-E-A-T) da a\u015fa\u011f\u0131 \u00e7eker.<\/span><\/p>\n

En \u00c7ok Sorulan Sorular<\/h2>\n

Yapay zeka ile yaz\u0131lm\u0131\u015f i\u00e7erikler do\u011frudan ceza al\u0131r m\u0131? Google yapay zeka i\u00e7eri\u011fini do\u011frudan tespit edip banlar m\u0131?<\/h3>\n

Google’\u0131n \u015eubat 2023 tarihli \u201cGoogle Search\u2019s guidance about AI-generated content (Google Arama’n\u0131n Yapay Zeka Taraf\u0131ndan Olu\u015fturulan \u0130\u00e7erik Hakk\u0131ndaki K\u0131lavuzu)\u201d ba\u015fl\u0131kl\u0131 blog yaz\u0131s\u0131, s\u0131ralamalar\u0131 manip\u00fcle etmek i\u00e7in kullan\u0131lan yapay zeka i\u00e7eri\u011fi ile kullan\u0131c\u0131lara ger\u00e7ekten yard\u0131mc\u0131 olan yapay zeka i\u00e7eri\u011fi aras\u0131ndaki fark\u0131 a\u00e7\u0131klamaktad\u0131r.<\/span><\/p>\n

Yaz\u0131n\u0131n konu ile ilgili \u00f6zeti \u015fu \u015fekildedir: Arama sonu\u00e7lar\u0131nda s\u0131ralamay\u0131 manip\u00fcle etme amac\u0131yla i\u00e7erik olu\u015fturmak i\u00e7in otomasyon (yapay zek\u00e2 dahil) kullanmak, spam politikalar\u0131n\u0131 ihlal eder. Fakat yapay zeka \u00fcretimi de dahil olmak \u00fczere her otomasyon kullan\u0131m\u0131 spam de\u011fildir.<\/span><\/p>\n

Yapay zeka tespit yaz\u0131l\u0131mlar\u0131n\u0131n (AI Detectors) do\u011fruluk pay\u0131 nedir?<\/h3>\n

Yapay zeka tespit yaz\u0131l\u0131mlar\u0131, \u00e7al\u0131\u015fma \u015fekli nedeniyle %100 do\u011fruluk garantisi veremez ve her zaman en az\u0131ndan k\u00fc\u00e7\u00fck bir yanl\u0131\u015f pozitif riski (insan metninin yapay zeka taraf\u0131ndan olu\u015fturulmu\u015f olarak i\u015faretlenmesi) vard\u0131r. Bu nedenle, bu ara\u00e7lara bir metnin yapay zeka taraf\u0131ndan olu\u015fturulup olu\u015fturulmad\u0131\u011f\u0131na dair kesin kan\u0131t sa\u011flamak i\u00e7in g\u00fcvenilmemelidir.\u00a0<\/span><\/p>\n

OpenAI’\u0131n ChatGPT’si taraf\u0131ndan yaz\u0131lan metni tespit etme yetene\u011fini de\u011ferlendirmek i\u00e7in Turnitin, GPT Zero ve Compilatio dahil olmak \u00fczere 14 arac\u0131n kullan\u0131m\u0131n\u0131 de\u011ferlendirmek \u00fczere \u00e7e\u015fitli \u00fcniversitelerden bir grup ara\u015ft\u0131rmac\u0131yla birlikte \u00e7al\u0131\u015fan HTW Berlin Uygulamal\u0131 Bilimler \u00dcniversitesi’nde medya ve bili\u015fim profes\u00f6r\u00fc olan Debora Weber-Wulff, ara\u00e7lar\u0131n insan taraf\u0131ndan yaz\u0131lan metni belirlemede (ortalama %96 do\u011frulukla) ba\u015far\u0131l\u0131 oldu\u011funu, ancak \u00f6zellikle yapay zeka taraf\u0131ndan olu\u015fturulan d\u00fczenlenmi\u015f metni tespit etmede daha d\u00fc\u015f\u00fck performans g\u00f6sterdi\u011fini buldu. Ara\u00e7lar ChatGPT metnini %74 do\u011frulukla tan\u0131mlarken, ChatGPT taraf\u0131ndan olu\u015fturulan metin biraz de\u011fi\u015ftirildi\u011finde bu oran %42’ye d\u00fc\u015ft\u00fc.<\/span><\/p>\n

Otomatize i\u00e7eriklerin site genelindeki organik trafi\u011fe etkisi nas\u0131l takip edilir?<\/h3>\n

Yapay zeka taraf\u0131ndan olu\u015fturulan i\u00e7eri\u011fin etkisini etkili bir \u015fekilde \u00f6l\u00e7mek i\u00e7in Google Analytics kullanabilirsiniz. Analytics ile sayfa g\u00f6r\u00fcnt\u00fclemelerini, oturum s\u00fcresini ve hemen \u00e7\u0131kma oranlar\u0131n\u0131 izleyebilir, yapay zeka ve insan taraf\u0131ndan olu\u015fturulan i\u00e7erik aras\u0131ndaki performans\u0131 kar\u015f\u0131la\u015ft\u0131rabilir, kullan\u0131c\u0131 etkile\u015fim metriklerini analiz edebilirsiniz.<\/span><\/p>\n

Kapsaml\u0131 analiz i\u00e7in di\u011fer \u00f6nerilen ara\u00e7lar: Google Search Console, SEMrush, Ahrefs ve Moz\u2019dur.<\/span><\/p>\n

U\u00e7tan uca i\u00e7erik \u00fcretim s\u00fcre\u00e7lerini yapay zekaya devretmek do\u011fru mu?<\/h3>\n

Yapay zeka modelleri, yaln\u0131zca e\u011fitildikleri veriler kadar iyidir. Bu durum, do\u011fruluk ve \u00f6nyarg\u0131lar\u0131n yay\u0131lmas\u0131yla ilgili sorunlara yol a\u00e7abilir. Yapay zeka bazen yanl\u0131\u015f bilgiler sunabilir (ve bunu mutlak bir g\u00fcvenle yapar), bu da yan\u0131lt\u0131c\u0131 veya ger\u00e7ek d\u0131\u015f\u0131 bilgilere yol a\u00e7abilir. E\u011fitim verileri \u00f6nyarg\u0131lar i\u00e7eriyorsa, yapay zeka taraf\u0131ndan \u00fcretilen i\u00e7erik, istemeden bunlar\u0131 tekrarlayabilir veya g\u00fc\u00e7lendirebilir ve ciddi etik endi\u015felere yol a\u00e7abilir. Grok ile ilgili son etik sorunlarda g\u00f6r\u00fcld\u00fc\u011f\u00fc gibi, bu t\u00fcr sorunlar\u0131 g\u00f6zden ge\u00e7irmek ve d\u00fczeltmek i\u00e7in insan g\u00f6zetimi \u015fartt\u0131r.<\/span><\/p>\n

\u0130nsan fakt\u00f6r\u00fc yapay zeka ile i\u00e7erik \u00fcretim s\u00fcrecinin hangi a\u015famas\u0131nda dahil olmal\u0131?<\/h3>\n

Bir edit\u00f6r\u00fcn i\u00e7erik \u00fcretim a\u015famas\u0131nda, yapay zekay\u0131 yazar olarak de\u011fil, asistan olarak kullanmas\u0131 gerekir. \u00d6rne\u011fin, taslak ve meta a\u00e7\u0131klamalar i\u00e7in yapay zekay\u0131 kullan\u0131p, ard\u0131ndan ba\u011flam ve do\u011fruluk i\u00e7in kendinin devreye girmesi gerekir.\u00a0<\/span><\/p>\n

Google’\u0131n g\u00fcncellenmi\u015f k\u0131lavuzu, E-E-A-T’deki ilk “E” olarak Deneyimi vurgulunmaktad\u0131r. Bu, yazd\u0131\u011f\u0131n\u0131z \u015feyi ger\u00e7ekten yapt\u0131\u011f\u0131n\u0131z\u0131 g\u00f6stermeniz gerekti\u011fi anlam\u0131na gelir. Yapay zeka bunu taklit edemez.<\/span><\/p>\n

    \n
  • Ki\u015fisel bir sonu\u00e7 veya test payla\u015f\u0131n (\u00f6rne\u011fin, “Bu reklam modellerini kulland\u0131k ve trafi\u011fi %80 art\u0131rd\u0131k”).<\/span><\/li>\n
  • Ekran g\u00f6r\u00fcnt\u00fcleri, grafikler veya s\u00fcre\u00e7 d\u00f6k\u00fcmleri ekleyin.<\/span><\/li>\n
  • Kendi \u00fcr\u00fcn veya hizmet vaka \u00e7al\u0131\u015fmalar\u0131n\u0131z\u0131 kullan\u0131n.<\/span><\/li>\n<\/ul>\n

    \u0130\u00e7eri\u011finiz ne kadar ger\u00e7ek ya\u015fam veya profesyonel deneyimi yans\u0131t\u0131rsa, Google’\u0131n g\u00f6z\u00fcnde o kadar g\u00fcvenilir ve \u00f6zg\u00fcn hale gelir.<\/span><\/p>\n

    Yapay zeka i\u00e7eri\u011fi kullanmak Google’\u0131n resmi arama y\u00f6nergelerine ayk\u0131r\u0131 m\u0131?<\/h3>\n

    Hay\u0131r ayk\u0131r\u0131 de\u011fildir. Google, yapay zeka i\u00e7eri\u011fini yapay zeka oldu\u011fu i\u00e7in cezaland\u0131rmaz. D\u00fc\u015f\u00fck \u00e7aba ile yaz\u0131lan, kalitesiz veya az de\u011fer sunan i\u00e7erikleri cezaland\u0131r\u0131r.\u00a0<\/span><\/p>\n

    Otomatize i\u00e7eriklerin domain otoriteme zarar verip vermedi\u011fini nas\u0131l anlar\u0131m?<\/h3>\n

    Google \u015eubat 2026 Discover temel g\u00fcncellemesine g\u00f6re, d\u00fc\u015f\u00fck kaliteli yapay zeka taraf\u0131ndan \u00fcretilen i\u00e7eri\u011fe kar\u015f\u0131 sert \u00f6nlemler ald\u0131 ve ger\u00e7ek konu otoritesi g\u00f6steren siteleri \u00f6d\u00fcllendirmeye ba\u015flad\u0131.<\/span><\/p>\n

    Google’\u0131n nicelikten ziyade niteli\u011fe dayal\u0131 uygulamas\u0131, basit tespitin \u00f6tesine ge\u00e7erek daha sofistike bir i\u015flevsel de\u011ferlendirmeye d\u00f6n\u00fc\u015ft\u00fc ve deneyim ve uzmanl\u0131\u011fa odaklanmay\u0131 keskinle\u015ftirdi. <\/span><\/p>\n

    Bu durumda, bir web sitesi ger\u00e7ek bilgi sunmuyorsa, bu durum alan ad\u0131n\u0131z i\u00e7in bir risk olabilir. <\/span>Bir\u00e7ok yapay zeka sayfas\u0131 hala g\u00f6sterim alsa da, kullan\u0131c\u0131lar neredeyse an\u0131nda siteden ayr\u0131lmaktad\u0131r. Bu y\u00fczden Google Analytics \u00fczerinden aramalarda hemen \u00e7\u0131kma davran\u0131\u015f\u0131 inceleyin. G\u00f6sterimler artarken t\u0131klama oran\u0131 d\u00fc\u015f\u00fcyorsa ve kullan\u0131c\u0131lar ~30 saniyeden k\u0131sa s\u00fcrede ayr\u0131l\u0131yorsa, bunlar, sayfan\u0131n sorunu ger\u00e7ekten \u00e7\u00f6zmedi\u011fine dair g\u00fc\u00e7l\u00fc sinyallerdir ve domain otoritenize zarar verir.<\/span><\/p>\n

    Yapay zeka ile yaz\u0131lm\u0131\u015f sayfalarda do\u011frudan sat\u0131\u015f (Sat\u0131n Al) odakl\u0131 d\u00f6n\u00fc\u015f\u00fcmler d\u00fc\u015fer mi?<\/h3>\n

    E-ticaret analisti A. Palmer’\u0131n \u00e7al\u0131\u015fmas\u0131na g\u00f6re, yapay zeka destekli \u00fcr\u00fcn a\u00e7\u0131klamas\u0131 stratejileri, baz\u0131 i\u015fletmelerin d\u00f6n\u00fc\u015f\u00fcm oranlar\u0131n\u0131 sadece sekiz haftada %26’dan %46’ya \u00e7\u0131kard\u0131. Yapay zeka destekli ki\u015fiselle\u015ftirme kullanan \u015firketler, genel ve herkese uyan tek tip deneyimlere k\u0131yasla d\u00f6n\u00fc\u015f\u00fcm oranlar\u0131nda %15 ila %20’lik bir iyile\u015fme de g\u00f6rmektedir.<\/span><\/p>\n

    Yapay zeka ile \u00fcretilen i\u00e7erikler zamanla s\u0131ralama kaybeder mi?<\/h3>\n

    Yapay zeka i\u00e7eri\u011fi, yaln\u0131zca insan taraf\u0131ndan yaz\u0131lm\u0131\u015f i\u00e7erikle ayn\u0131 y\u00fcksek kalite standartlar\u0131n\u0131 (do\u011fruluk, \u00f6zg\u00fcnl\u00fck ve uzmanl\u0131k g\u00f6sterme gibi) kar\u015f\u0131lamas\u0131 durumunda \u00e7ok iyi s\u0131ralanabilir. \u00c7al\u0131\u015fmalar, en \u00fcst s\u0131ralarda yer alan sayfalar\u0131n b\u00fcy\u00fck \u00e7o\u011funlu\u011funun bir t\u00fcr yapay zeka deste\u011fi kulland\u0131\u011f\u0131n\u0131 g\u00f6stermektedir. Yani yapay zeka bu \u015fekilde kullan\u0131ld\u0131\u011f\u0131nda, s\u0131ralama kaybetmez.<\/span><\/p>\n

    \u0130nsan taraf\u0131ndan yaz\u0131lan sayfalar, saf yapay zeka i\u00e7eri\u011fine g\u00f6re Google’da 8 kat daha s\u0131k 1 numarada yer al\u0131r, ancak pazarlamac\u0131lar\u0131n %90’\u0131 art\u0131k yapay zeka ara\u00e7lar\u0131n\u0131 i\u015f ak\u0131\u015flar\u0131na entegre etmektedir. (2026, CleverType).<\/span><\/p>\n

    Sitedeki eski i\u00e7erikleri yapay zeka kullanarak g\u00fcncellemek riskli mi?<\/h3>\n

    Yapay zeka ile i\u00e7eri\u011fi g\u00fcncellemek istiyorsan\u0131z, yaz\u0131 bittikten sonra mutlaka bir insan g\u00f6z\u00fcyle kontrol sa\u011flay\u0131n. Yaz\u0131da yanl\u0131\u015f bilgi var m\u0131 ya da dil \u00e7ok mu robotik kontrol edin. Kendi sekt\u00f6r tecr\u00fcbelerinizden veya vaka analizlerinizden birka\u00e7 c\u00fcmle ekleyin. <\/span>Ayr\u0131ca ayn\u0131 anda birden \u00e7ok eski i\u00e7eri\u011fi yapay zeka ile g\u00fcncelleyip web sitenize y\u00fcklemeyin. \u00d6nce en \u00e7ok trafik alan veya tam tersi, trafi\u011fi d\u00fc\u015f\u00fc\u015fe ge\u00e7mi\u015f i\u00e7eriklerle deneme yap\u0131n. Google’\u0131n bu g\u00fcncellemeyi nas\u0131l kar\u015f\u0131lad\u0131\u011f\u0131n\u0131 (Search Console \u00fczerinden) izleyin, ba\u015far\u0131l\u0131 olursa devam edin.<\/span><\/p>\n

    \u00c7eviri i\u00e7eriklerde yapay zeka (DeepL, ChatGPT, Gemini vb.) kullan\u0131m\u0131 spam olarak alg\u0131lan\u0131r m\u0131?<\/h3>\n

    Google’\u0131n spam politikas\u0131, yapay zeka ile \u00e7evrilmi\u015f i\u00e7eri\u011fin spam oldu\u011funu a\u00e7\u0131k\u00e7a belirtmemektedir. Y\u00fcksek kaliteli ve faydal\u0131 i\u00e7eri\u011fi \u00e7evirmek i\u00e7in yapay zeka kullan\u0131yorsan\u0131z, herhangi bir sorun yoktur. Spam politikas\u0131 daha \u00e7ok kullan\u0131c\u0131lara az veya hi\u00e7 de\u011fer katmayan, arama motorlar\u0131n\u0131 manip\u00fcle etmek i\u00e7in \u00fcretilen vb. i\u00e7eriklerin \u00f6l\u00e7eklendirilmesi ile ilgilidir.\u00a0<\/span><\/p>\n

    Ayn\u0131 prompt (komut) ile \u00fcretilen i\u00e7eriklerin iki farkl\u0131 sitede yay\u0131mlanmas\u0131 “Kopya \u0130\u00e7erik” (Duplicate Content) say\u0131l\u0131r m\u0131?<\/h3>\n

    E\u011fer iki farkl\u0131 ki\u015fi ayn\u0131 yapay zeka modeline, ayn\u0131 kelimelerle, ayn\u0131 promptu verirse, yapay zeka birbirine \u00e7ok benzeyen c\u00fcmle yap\u0131lar\u0131, ayn\u0131 alt ba\u015fl\u0131klar ve neredeyse ayn\u0131 kelime dizilimleriyle iki metin \u00fcretir. <\/span>E\u011fer iki sitedeki yaz\u0131 da ayn\u0131 mant\u0131k \u00f6rg\u00fcs\u00fcyle, ayn\u0131 \u00f6rneklerle ve ayn\u0131 robotik dille yaz\u0131lm\u0131\u015fsa, Google bunu “Duplicate Content” olarak g\u00f6r\u00fcr. <\/span>Sonu\u00e7 olarak iki siteden birini (genellikle otoritesi daha d\u00fc\u015f\u00fck olan\u0131) arama sonu\u00e7lar\u0131nda geriye atar veya tamamen dizinden \u00e7\u0131kar\u0131r.\u00a0<\/span>Bu y\u00fczden yaz\u0131y\u0131 sitenize koymadan \u00f6nce i\u00e7ine “Bizim yapt\u0131\u011f\u0131m\u0131z testlerde…”, “Sekt\u00f6rdeki 5 y\u0131ll\u0131k tecr\u00fcbemize g\u00f6re…” gibi yapay zekan\u0131n asla uyduramayaca\u011f\u0131, tamamen size ait ger\u00e7ek deneyimleri (E-E-A-T kriterlerini) ekledi\u011finizden emin olun.<\/span><\/p>\n

    Google g\u00f6rselleri i\u00e7in yapay zekayla (Midjourney, DALL-E) g\u00f6rsel \u00fcretmek SEO’yu nas\u0131l etkiler?<\/h3>\n

    Google’\u0131n yapay zeka taraf\u0131ndan olu\u015fturulan g\u00f6rsellere yakla\u015f\u0131m\u0131, g\u00f6rsellerin kalite ve alaka d\u00fczeyi standartlar\u0131n\u0131 kar\u015f\u0131lad\u0131\u011f\u0131 s\u00fcrece tarafs\u0131z g\u00f6r\u00fcnmektedir. Yapay zeka taraf\u0131ndan olu\u015fturulan g\u00f6rsellerin kullan\u0131m\u0131n\u0131 a\u00e7\u0131k\u00e7a yasaklayan bir politika olmamas\u0131na ra\u011fmen, Google, g\u00f6rseller de dahil olmak \u00fczere t\u00fcm i\u00e7eri\u011fin en iyi uygulamalarla uyumlu olmas\u0131 gerekti\u011fini vurgulamaktad\u0131r.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"Web siteleri, sosyal medya platformlar\u0131, e-ticaret siteleri ve pazarlama kampanyalar\u0131 rekabet\u00e7i kalabilmek i\u00e7in s\u00fcrekli yeni i\u00e7eriklere ihtiya\u00e7 duyar.…\n","protected":false},"author":20,"featured_media":14975,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"csco_singular_sidebar":"","csco_page_header_type":"","csco_appearance_grid":"","csco_page_load_nextpost":"","csco_post_video_location":[],"csco_post_video_location_hash":"","csco_post_video_url":"","csco_post_video_bg_start_time":0,"csco_post_video_bg_end_time":0,"footnotes":""},"categories":[347],"tags":[],"class_list":{"0":"post-14973","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-yapay-zeka","8":"cs-entry","9":"cs-video-wrap"},"yoast_head":"\nYapay Zeka \u0130le \u0130\u00e7erik Olu\u015fturmak: Kaliteli mi, Riskli mi, Ger\u00e7ekten \u0130\u015fe Yar\u0131yor mu? - Hosting.com.tr<\/title>\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.hosting.com.tr\/blog\/?p=14973\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Yapay Zeka \u0130le \u0130\u00e7erik Olu\u015fturmak: Kaliteli mi, Riskli mi, Ger\u00e7ekten \u0130\u015fe Yar\u0131yor mu? - Hosting.com.tr\" \/>\n<meta property=\"og:description\" content=\"Web siteleri, sosyal medya platformlar\u0131, e-ticaret siteleri ve pazarlama kampanyalar\u0131 rekabet\u00e7i kalabilmek i\u00e7in s\u00fcrekli yeni i\u00e7eriklere ihtiya\u00e7 duyar.…\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.hosting.com.tr\/blog\/?p=14973\" \/>\n<meta property=\"og:site_name\" content=\"Blog\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/hosting.com.tr\" \/>\n<meta property=\"article:published_time\" content=\"2026-07-10T12:03:18+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.hosting.com.tr\/blog\/wp-content\/uploads\/2026\/06\/yapay-zeka-ile-icerik-olusturmak-kaliteli-mi-riskli-mi-gercekten-ise-yariyor-mu.jpeg\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"675\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Sibel Ho\u015f\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@hostingcomtr\" \/>\n<meta name=\"twitter:site\" content=\"@hostingcomtr\" \/>\n<meta name=\"twitter:label1\" content=\"Yazan:\" \/>\n\t<meta name=\"twitter:data1\" content=\"Sibel Ho\u015f\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tahmini okuma s\u00fcresi\" \/>\n\t<meta name=\"twitter:data2\" content=\"18 dakika\" \/>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Yapay Zeka \u0130le \u0130\u00e7erik Olu\u015fturmak: Kaliteli mi, Riskli mi, Ger\u00e7ekten \u0130\u015fe Yar\u0131yor mu? 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