{"id":14502,"date":"2026-02-17T12:38:12","date_gmt":"2026-02-17T09:38:12","guid":{"rendered":"https:\/\/www.stradiji.com\/?post_type=seo_sozlugu&p=14502"},"modified":"2026-10-14T10:03:13","modified_gmt":"2026-10-14T07:03:13","slug":"grounding-nedir","status":"publish","type":"seo_sozlugu","link":"https:\/\/www.stradiji.com\/tr\/seo-sozlugu\/grounding-nedir\/","title":{"rendered":"Grounding Nedir? (Temellendirme)"},"content":{"rendered":"

Grounding (dayanakland\u0131rma), bir yapay zek\u00e2 modelinin cevab\u0131n\u0131 yaln\u0131zca ezberine de\u011fil, soru soruldu\u011fu anda getirdi\u011fi d\u0131\u015f kaynaklara dayand\u0131rmas\u0131d\u0131r.<\/strong> ChatGPT’nin web aramas\u0131, Gemini’nin Google Arama ile dayanakland\u0131rmas\u0131 ve Perplexity’nin kaynakl\u0131 cevaplar\u0131 bu mekanizmayla \u00e7al\u0131\u015f\u0131r.<\/p>\n

\"Grounding<\/p>\n

Bir markan\u0131n yapay zek\u00e2 cevaplar\u0131nda h\u0131zla g\u00f6r\u00fcn\u00fcr olabilece\u011fi taraf grounding’dir. Modelin ezberini de\u011fi\u015ftirmek aylar s\u00fcrer; ama model web’e \u00e7\u0131k\u0131p sayfan\u0131z\u0131 okuyorsa, o sayfay\u0131 d\u00fczeltmek haftalar i\u00e7inde cevaba yans\u0131yabilir.<\/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

Grounding kurumsal markalar i\u00e7in neden \u00f6nemli?<\/h2>\n

Grounding olmayan bir model, sizin hakk\u0131n\u0131zda e\u011fitildi\u011fi d\u00f6nemde ne okuduysa onu s\u00f6yler. Fiyat\u0131n\u0131z, \u00fcr\u00fcn yelpazeniz ya da y\u00f6neticiniz de\u011fi\u015ftiyse model bunu bilmez. Grounding a\u00e7\u0131kken ise model g\u00fcncel sayfalara bakar ve cevab\u0131n\u0131 onlara dayand\u0131r\u0131r. Hatal\u0131 ya da eski bilgiyi d\u00fczeltmenin en h\u0131zl\u0131 yolu budur.<\/p>\n

Kendi markam\u0131zda bu fark\u0131 A\u011fustos 2026’da net g\u00f6rd\u00fck. Gemini’ye Stradiji’yi sorduk. Web aramas\u0131 a\u00e7\u0131kken bizi kurulu\u015f y\u0131l\u0131yla do\u011fru tan\u0131d\u0131. Arama kapal\u0131yken markay\u0131 hi\u00e7 bilmedi, ad\u0131m\u0131z\u0131 Stradivarius’a benzetip cevap vermeyi reddetti. Grounding a\u00e7\u0131kken vard\u0131k, kapal\u0131yken yoktuk.<\/p>\n

Grounding nas\u0131l \u00e7al\u0131\u015f\u0131r?<\/h2>\n
    \n
  1. Karar:<\/strong> Model sorunun g\u00fcncel bilgi gerektirip gerektirmedi\u011fine karar verir. Her soru web’e gitmez.<\/li>\n
  2. Arama:<\/strong> Gerekirse soruyu birka\u00e7 arama sorgusuna b\u00f6ler (query fan-out<\/a>) ve bir arama indeksinden sonu\u00e7 \u00e7eker.<\/li>\n
  3. Okuma:<\/strong> Sonu\u00e7lardan sayfalar\u0131 ya da \u00f6nceden saklanm\u0131\u015f kopyalar\u0131n\u0131 okur, ilgili pasajlar\u0131 se\u00e7er.<\/li>\n
  4. Cevap:<\/strong> Cevab\u0131 bu pasajlara dayand\u0131rarak yazar ve bir k\u0131sm\u0131n\u0131 kaynak olarak g\u00f6sterir.<\/li>\n<\/ol>\n

    \"Grounding:<\/p>\n

    Burada iki ayr\u0131nt\u0131 sahada fark yarat\u0131yor. Birincisi, motorlar her soruda sayfan\u0131z\u0131 canl\u0131 a\u00e7maz; \u00e7o\u011fu zaman \u00f6nceden tarad\u0131\u011f\u0131 kopyay\u0131 kullan\u0131r. Sayfay\u0131 d\u00fczeltti\u011finiz g\u00fcn cevap de\u011fi\u015fmez, sayfa yeniden tarand\u0131\u011f\u0131nda de\u011fi\u015fir. \u0130kincisi, motorlar ayn\u0131 indeksi kullanmaz. Google’\u0131n Yapay Zek\u00e2 \u00d6zetleri Google’\u0131n kendi indeksine, Gemini API’deki grounding Google Arama’ya dayan\u0131r (Google AI for Developers<\/a>). ChatGPT’nin ise i\u00e7eride Labrador ad\u0131 verilen kendi arama indeks ailesi var ve bunu birka\u00e7 d\u0131\u015f sa\u011flay\u0131c\u0131yla birlikte kullan\u0131yor (Tomek Rudzki, Peec AI, Eyl\u00fcl 2026<\/a>). Yani “Bing’de var\u0131z, o h\u00e2lde ChatGPT’de de var\u0131z” \u00e7\u0131kar\u0131m\u0131 art\u0131k ge\u00e7erli de\u011fil.<\/p>\n

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

    Grounding, SEO ile GEO’nun en \u00e7ok i\u00e7 i\u00e7e ge\u00e7ti\u011fi yerdir. Model web’e \u00e7\u0131kt\u0131\u011f\u0131nda \u00f6nce bir arama indeksinden sonu\u00e7 \u00e7eker. Taranamayan, dizine girmeyen ya da yapay zek\u00e2 botlar\u0131n\u0131 engelleyen bir sayfa bu a\u015famada elenir. Teknik SEO burada do\u011frudan GEO sonucuna d\u00f6n\u00fc\u015f\u00fcr.<\/p>\n

    Ama grounding tek ba\u015f\u0131na yetmez. Suganthan Mohanadasan’\u0131n 60 ChatGPT konu\u015fmas\u0131n\u0131 inceledi\u011fi \u00e7al\u0131\u015fmada, modelin kendi ilk arama 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>). Model web’e \u00e7o\u011fu zaman s\u0131f\u0131rdan aday aramak i\u00e7in de\u011fil, ezberindeki k\u0131sa listeyi do\u011frulamak i\u00e7in \u00e7\u0131k\u0131yor.<\/p>\n

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

    Eyl\u00fcl 2026’ya kadar denetledi\u011fimiz 100’den fazla sitenin yakla\u015f\u0131k d\u00f6rtte \u00fc\u00e7\u00fc robots.txt dosyas\u0131nda yapay zek\u00e2 taray\u0131c\u0131lar\u0131na a\u00e7\u0131k izin vermiyordu; bir k\u0131sm\u0131 GPTBot, ClaudeBot ya da PerplexityBot’u do\u011frudan engelliyordu. En s\u0131k g\u00f6rd\u00fc\u011f\u00fcm\u00fcz hata, arama botu ile e\u011fitim botunu kar\u0131\u015ft\u0131rmak. OpenAI’\u0131n OAI-SearchBot’u ChatGPT aramas\u0131nda g\u00f6r\u00fcnmek i\u00e7in, GPTBot ise e\u011fitim verisi i\u00e7in tarar. \u0130kisini birden kapatan site, e\u011fitime veri vermemek isterken arama taraf\u0131n\u0131 da kendi eliyle kesiyor.<\/p>\n

    Bulgular\u0131n tamam\u0131: Yapay Zek\u00e2 G\u00f6r\u00fcn\u00fcrl\u00fc\u011f\u00fcn\u00fcn \u00dc\u00e7 Kap\u0131s\u0131<\/a>.<\/p>\n

    Kurumsal markalar i\u00e7in grounding stratejisi<\/h2>\n
      \n
    1. Sorular\u0131 ay\u0131r\u0131n.<\/strong> Hedef sorular\u0131n\u0131z\u0131 ayn\u0131 motorda web aramas\u0131 a\u00e7\u0131k ve kapal\u0131 sorun. Cevap de\u011fi\u015fiyorsa o soru grounding’e a\u00e7\u0131kt\u0131r ve haftalar i\u00e7inde oynat\u0131labilir. De\u011fi\u015fmiyorsa ezber taraf\u0131ndad\u0131r.<\/li>\n
    2. Kap\u0131y\u0131 a\u00e7\u0131n.<\/strong> robots.txt ve CDN bot ayarlar\u0131n\u0131zda arama botlar\u0131n\u0131n (OAI-SearchBot, PerplexityBot, Googlebot) a\u00e7\u0131k oldu\u011fundan emin olun. E\u011fitim botlar\u0131 ayr\u0131 bir karard\u0131r.<\/li>\n
    3. Cevab\u0131 HTML’e koyun.<\/strong> Kritik bilgi yaln\u0131zca JavaScript ile \u00e7izilen bir sekmede ya da g\u00f6rselde durmas\u0131n; d\u00fcz metin olarak sayfan\u0131n \u00fcst\u00fcnde olsun.<\/li>\n
    4. Tazeli\u011fi g\u00f6sterin.<\/strong> Fiyat, kapsam ve tarih gibi de\u011fi\u015fen bilgileri g\u00f6r\u00fcn\u00fcr “son g\u00fcncelleme” tarihiyle birlikte tutun. De\u011fi\u015fiklikten sonra sayfan\u0131n yeniden taranmas\u0131n\u0131 takip edin.<\/li>\n
    5. Kaynak listesine bak\u0131n.<\/strong> \u00d6l\u00e7erken cevab\u0131n kendisine de\u011fil, alt\u0131ndaki kaynak listesine bak\u0131n: orada siz mi vars\u0131n\u0131z, sizin hakk\u0131n\u0131zda yazanlar m\u0131?<\/li>\n<\/ol>\n

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