{"id":14608,"date":"2026-02-24T00:43:19","date_gmt":"2026-02-23T21:43:19","guid":{"rendered":"https:\/\/www.stradiji.com\/?post_type=seo_sozlugu&p=14608"},"modified":"2026-10-13T13:32:03","modified_gmt":"2026-10-13T10:32:03","slug":"query-fan-out-nedir","status":"publish","type":"seo_sozlugu","link":"https:\/\/www.stradiji.com\/tr\/seo-sozlugu\/query-fan-out-nedir\/","title":{"rendered":"Query Fan Out Nedir?"},"content":{"rendered":"

Query fan-out (sorgu da\u011f\u0131l\u0131m\u0131), bir yapay zek\u00e2 motorunun tek bir soruyu arka planda bir\u00e7ok alt aramaya b\u00f6l\u00fcp sonu\u00e7lar\u0131 tek cevapta birle\u015ftirmesidir.<\/strong> Google Yapay Zek\u00e2 Modu, ChatGPT aramas\u0131 ve Perplexity bu y\u00f6ntemi kullan\u0131r.<\/p>\n

\"Query<\/p>\n

Kullan\u0131c\u0131 “\u0130stanbul’da kurumsal SEO ajans\u0131” diye sorar; motor bunu “kurumsal SEO ajans\u0131 \u0130stanbul yorumlar”, “SEO ajans\u0131 fiyatlar\u0131 2026”, “Stradiji kimdir” gibi birka\u00e7 aramaya da\u011f\u0131t\u0131r. Cevaba giren kaynaklar\u0131 belirleyen, sizin yazd\u0131\u011f\u0131n\u0131z sorgu de\u011fil, motorun \u00fcretti\u011fi bu alt sorgulard\u0131r.<\/p>\n

Son g\u00fcncelleme: 13 Ekim 2026 \u00b7 Yazar: Mert Erkal<\/a>, Stradiji kurucusu \u00b7 Bu madde GEO Yol Haritas\u0131<\/a>‘n\u0131n A\u015fama 2’sine ba\u011fl\u0131d\u0131r.<\/p>\n

Query fan-out kurumsal markalar i\u00e7in neden \u00f6nemli?<\/h2>\n

Klasik SEO’da bir anahtar kelime i\u00e7in tek sayfa optimize edilirdi. Fan-out ile motor, kullan\u0131c\u0131n\u0131n hi\u00e7 yazmad\u0131\u011f\u0131 alt sorular\u0131 da ar\u0131yor: fiyat, kar\u015f\u0131la\u015ft\u0131rma, yorumlar, g\u00fcncel y\u0131l. Bu alt sorulardan birinde yoksan\u0131z, ana soruda iyi bir sayfan\u0131z olsa bile cevaba girme \u015fans\u0131n\u0131z d\u00fc\u015fer.<\/p>\n

Fan-out hakk\u0131ndaki en \u00f6nemli yeni bulgu \u015fu: model alt sorgular\u0131n\u0131 \u00e7o\u011fu zaman s\u0131f\u0131rdan aday bulmak i\u00e7in de\u011fil, ezberindeki k\u0131sa listeyi do\u011frulamak i\u00e7in yaz\u0131yor. Suganthan Mohanadasan’\u0131n 60 ChatGPT konu\u015fmas\u0131n\u0131 inceledi\u011fi \u00e7al\u0131\u015fmada, modelin kendi ilk sorgusuna yazd\u0131\u011f\u0131 markalar cevapta %68,9 oran\u0131nda an\u0131ld\u0131; yaln\u0131zca sayfas\u0131 \u00e7ekilen markalarda oran %2,1’de kald\u0131 (Suganthan Mohanadasan, A\u011fustos 2026<\/a>). Yani fan-out, k\u0131sa listeye girmenin yolu de\u011fil; k\u0131sa listede olanlar\u0131n do\u011fruland\u0131\u011f\u0131 turdur.<\/p>\n

Query fan-out nas\u0131l \u00e7al\u0131\u015f\u0131r?<\/h2>\n
    \n
  1. Niyet \u00e7\u00f6z\u00fcmleme:<\/strong> Model sorunun neyi ger\u00e7ekten sordu\u011funu ve hangi alt ba\u015fl\u0131klar\u0131 kapsamas\u0131 gerekti\u011fini \u00e7\u0131kar\u0131r.<\/li>\n
  2. Alt sorgular:<\/strong> Soruyu birka\u00e7 aramaya b\u00f6ler. Say\u0131 sabit de\u011fildir; motora, soruya ve model s\u00fcr\u00fcm\u00fcne g\u00f6re de\u011fi\u015fir.<\/li>\n
  3. Paralel arama:<\/strong> Alt sorgular\u0131 ayn\u0131 anda \u00e7al\u0131\u015ft\u0131r\u0131r, her birinden sonu\u00e7 ve pasaj toplar.<\/li>\n
  4. Birle\u015ftirme:<\/strong> Pasajlar\u0131 tek cevapta birle\u015ftirir ve bir k\u0131sm\u0131n\u0131 kaynak olarak g\u00f6sterir.<\/li>\n<\/ol>\n

    \"Query<\/p>\n

    Google bu tekni\u011fi Yapay Zek\u00e2 Modu’nun temeli olarak tarif ediyor (Search Engine Journal<\/a>). Marie Haynes’in Yapay Zek\u00e2 Modu \u00fczerindeki incelemesi de alt sorgular\u0131n kullan\u0131c\u0131n\u0131n yazd\u0131\u011f\u0131ndan \u00e7ok daha geni\u015f bir alan\u0131 tarad\u0131\u011f\u0131n\u0131 g\u00f6steriyor (Marie Haynes<\/a>).<\/p>\n

    SEO ve GEO ili\u015fkisi<\/h2>\n

    Fan-out, SEO’daki konu k\u00fcmesi (topic cluster) mant\u0131\u011f\u0131n\u0131n yapay zek\u00e2daki kar\u015f\u0131l\u0131\u011f\u0131d\u0131r. Motor bir konunun etraf\u0131ndaki sorular\u0131 tar\u0131yor; konuyu derin ve tutarl\u0131 i\u015fleyen site daha \u00e7ok alt sorguda kar\u015f\u0131s\u0131na \u00e7\u0131k\u0131yor. Bu y\u00fczden fan-out’a tek tek sayfa a\u00e7arak de\u011fil, ana konu sayfalar\u0131n\u0131 derinle\u015ftirerek cevap verilir.<\/p>\n

    Burada sert bir uyar\u0131 var: her alt sorgu i\u00e7in ayr\u0131 sayfa a\u00e7mak, Google’\u0131n spam politikalar\u0131nda tarif edilen \u00f6l\u00e7ekli i\u00e7erik k\u00f6t\u00fcye kullan\u0131m\u0131na (scaled content abuse) \u00e7ok yakla\u015f\u0131r. K\u0131sa vadede sayfa say\u0131s\u0131 artar, uzun vadede site g\u00fcven kaybeder.<\/p>\n

    Sahada g\u00f6rd\u00fc\u011f\u00fcm\u00fcz<\/h2>\n

    B\u00fcltende Temmuz 2026’da derledi\u011fimiz g\u00f6zlemlerde, motorlar\u0131n fan-out sorgular\u0131na en s\u0131k ekledi\u011fi iki ifade g\u00fcncel y\u0131l ve “yorumlar” oldu. \u0130ki pratik sonucu var: i\u00e7eri\u011finizde g\u00fcncel tarih ve s\u00fcr\u00fcm bilgisi g\u00f6r\u00fcn\u00fcr olmal\u0131, markan\u0131z hakk\u0131nda ba\u011f\u0131ms\u0131z yorum ve inceleme bulunmal\u0131.<\/p>\n

    100’den fazla sitede yapt\u0131\u011f\u0131m\u0131z denetimde sitelerin yakla\u015f\u0131k yar\u0131s\u0131nda ba\u011f\u0131ms\u0131z bir itibar sinyali yoktu (Yapay Zek\u00e2 G\u00f6r\u00fcn\u00fcrl\u00fc\u011f\u00fcn\u00fcn \u00dc\u00e7 Kap\u0131s\u0131<\/a>). “Yorumlar” alt sorgusu \u00e7al\u0131\u015ft\u0131\u011f\u0131nda bu siteler hakk\u0131nda okunacak bir \u015fey bulunmuyor.<\/p>\n

    Kurumsal markalar i\u00e7in fan-out stratejisi<\/h2>\n
      \n
    1. Alt sorular\u0131 tahmin edin.<\/strong> Ana sorunuzu motorlara sorun, cevab\u0131n alt\u0131ndaki kaynaklara ve “insanlar bunu da soruyor” kutular\u0131na bak\u0131n. Fiyat, kar\u015f\u0131la\u015ft\u0131rma, yorum, g\u00fcncel y\u0131l ve “nas\u0131l se\u00e7ilir” varyantlar\u0131n\u0131 listeleyin.<\/li>\n
    2. K\u00fcmelere ay\u0131r\u0131n.<\/strong> Alt sorular\u0131 tek tek de\u011fil, 4-6 ana konu k\u00fcmesi olarak gruplay\u0131n.<\/li>\n
    3. Mevcut sayfay\u0131 derinle\u015ftirin.<\/strong> Her k\u00fcme i\u00e7in bir g\u00fc\u00e7l\u00fc sayfa; alt sorular o sayfan\u0131n ara ba\u015fl\u0131klar\u0131 ve SSS b\u00f6l\u00fcm\u00fc olsun.<\/li>\n
    4. Site d\u0131\u015f\u0131n\u0131 unutmay\u0131n.<\/strong> “Yorumlar” ve “kar\u015f\u0131la\u015ft\u0131rma” alt sorgular\u0131n\u0131n cevab\u0131 \u00e7o\u011fu zaman sizin sitenizde de\u011fil; inceleme platformlar\u0131nda ve sekt\u00f6r yay\u0131nlar\u0131nda do\u011fru temsil edilin.<\/li>\n
    5. \u00d6l\u00e7\u00fcn, ama tek sorguya kilitlenmeyin.<\/strong> Fan-out analizi bir te\u015fhis arac\u0131d\u0131r; k\u00fcmeler d\u00fczeyinde izleyin.<\/li>\n<\/ol>\n

      \u0130li\u015fkili terimler<\/h2>\n