{"id":45365,"date":"2026-07-02T15:59:13","date_gmt":"2026-07-02T12:59:13","guid":{"rendered":"https:\/\/blog.markergroupe.com\/?p=45365"},"modified":"2026-07-02T15:59:14","modified_gmt":"2026-07-02T12:59:14","slug":"metada-veri-kullanimi-nasil-degisiyor","status":"publish","type":"post","link":"https:\/\/blog.markergroupe.com\/tr\/metada-veri-kullanimi-nasil-degisiyor\/","title":{"rendered":"Meta\u2019da Veri Kullan\u0131m\u0131 Nas\u0131l De\u011fi\u015fiyor?\u00a0"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_84 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u0130\u00e7indekiler<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"\u0130\u00e7indekiler Tablosunu A\u00e7\/Kapat\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<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:\/\/blog.markergroupe.com\/tr\/metada-veri-kullanimi-nasil-degisiyor\/#Metada_Veri_Kullanimi_Nasil_Evriliyor\" >Meta\u2019da Veri Kullan\u0131m\u0131 Nas\u0131l Evriliyor?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/blog.markergroupe.com\/tr\/metada-veri-kullanimi-nasil-degisiyor\/#Kisisellestirme_ve_Yapay_Zeka_Katmani\" >Ki\u015fiselle\u015ftirme ve Yapay Zek\u00e2 Katman\u0131<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/blog.markergroupe.com\/tr\/metada-veri-kullanimi-nasil-degisiyor\/#Markalar_Icin_Stratejik_Etki\" >Markalar \u0130\u00e7in Stratejik Etki<\/a><\/li><\/ul><\/nav><\/div>\n\n<p>Meta\u2019n\u0131n veri kullan\u0131m\u0131na y\u00f6nelik yeni yakla\u015f\u0131m\u0131, dijital reklamc\u0131l\u0131\u011f\u0131n yaln\u0131zca kampanya optimizasyonu ekseninde ilerlemedi\u011fini; ayn\u0131 zamanda kullan\u0131c\u0131 deneyiminin t\u00fcm katmanlar\u0131na yay\u0131lan bir yap\u0131ya d\u00f6n\u00fc\u015ft\u00fc\u011f\u00fcn\u00fc g\u00f6steriyor. \u00d6zellikle yapay zek\u00e2 destekli sistemlerin merkezde yer almas\u0131, veri sinyallerinin art\u0131k yaln\u0131zca \u00f6l\u00e7\u00fcmleme de\u011fil, i\u00e7erik ve deneyim \u00fcretiminin de bir par\u00e7as\u0131 h\u00e2line gelmesini sa\u011fl\u0131yor.<\/p>\n\n\n\n<p>Haziran 2026\u2019da duyurulan g\u00fcncelleme ile Meta, i\u015fletmelerden ald\u0131\u011f\u0131 verilerin kullan\u0131m alan\u0131n\u0131 geni\u015fleterek bu verileri yaln\u0131zca reklam hedeflemesi i\u00e7in de\u011fil; Facebook, Instagram ve Meta AI deneyimlerini daha ki\u015fiselle\u015ftirilmi\u015f h\u00e2le getirmek i\u00e7in de de\u011ferlendirece\u011fini a\u00e7\u0131klad\u0131. \u015eirket ayr\u0131ca yeni veri toplamad\u0131\u011f\u0131n\u0131, mevcut veri yap\u0131s\u0131n\u0131n kullan\u0131m \u015feklini yeniden konumland\u0131rd\u0131\u011f\u0131n\u0131 vurguluyor.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"meta-da-veri-kullanimi-nasil-evriliyor\"><span class=\"ez-toc-section\" id=\"Metada_Veri_Kullanimi_Nasil_Evriliyor\"><\/span>Meta\u2019da Veri Kullan\u0131m\u0131 Nas\u0131l Evriliyor?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Meta ekosisteminde i\u015fletmeler, web sitesi ve uygulama aktivitelerine dair \u00e7e\u015fitli sinyalleri Meta ile payla\u015fabiliyor. Bu veriler; reklam ki\u015fiselle\u015ftirmesi, \u00f6l\u00e7\u00fcmleme ve optimizasyon s\u00fcre\u00e7lerinde uzun s\u00fcredir kullan\u0131l\u0131yordu.&nbsp;<\/p>\n\n\n\n<p>Bu sinyaller aras\u0131nda;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u00dcr\u00fcn sayfas\u0131 g\u00f6r\u00fcnt\u00fclemeleri<\/li>\n\n\n\n<li>Sepete ekleme davran\u0131\u015flar\u0131<\/li>\n\n\n\n<li>Sat\u0131n alma ve d\u00f6n\u00fc\u015f\u00fcm aksiyonlar\u0131<\/li>\n\n\n\n<li>Form doldurma ve rezervasyon i\u015flemleri<\/li>\n\n\n\n<li>Uygulama i\u00e7i etkile\u015fimler<\/li>\n<\/ul>\n\n\n\n<p>yer al\u0131yor.<\/p>\n\n\n\n<p>Yeni yap\u0131 ile birlikte bu veriler art\u0131k yaln\u0131zca reklam performans\u0131n\u0131 optimize etmek i\u00e7in de\u011fil; ayn\u0131 zamanda i\u00e7erik ak\u0131\u015flar\u0131n\u0131n, Reels \u00f6nerilerinin ve Meta AI yan\u0131tlar\u0131n\u0131n ki\u015fiselle\u015ftirilmesinde de kullan\u0131lmaya ba\u015flan\u0131yor. Bu durum, veri kullan\u0131m\u0131n\u0131n reklamc\u0131l\u0131ktan \u00e7\u0131karak platform deneyiminin tamam\u0131na yay\u0131ld\u0131\u011f\u0131n\u0131 g\u00f6steriyor.<\/p>\n\n\n\n<div class=\"wp-block-greenshift-blocks-image gspb_image gspb_image-id-gsbp-e3a033a\" id=\"gspb_image-id-gsbp-e3a033a\"><img decoding=\"async\" src=\"https:\/\/blog.markergroupe.com\/wp-content\/uploads\/2026\/07\/meta4_11zon.jpeg\" data-src=\"\" alt=\"\" loading=\"lazy\" width=\"2401\" height=\"1255\" title=\"\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"kisisellestirme-ve-yapay-zeka-katmani\"><span class=\"ez-toc-section\" id=\"Kisisellestirme_ve_Yapay_Zeka_Katmani\"><\/span>Ki\u015fiselle\u015ftirme ve Yapay Zek\u00e2 Katman\u0131<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Yapay zek\u00e2 tabanl\u0131 sistemlerin performans\u0131, do\u011frudan veri kalitesi ve sinyal do\u011frulu\u011fu ile ili\u015fkilidir. Kullan\u0131c\u0131 davran\u0131\u015flar\u0131n\u0131 daha do\u011fru yorumlayan algoritmalar, i\u00e7erik \u00f6nerilerini ve etkile\u015fim ak\u0131\u015f\u0131n\u0131 bireysel d\u00fczeye indirger.<\/p>\n\n\n\n<p>Meta\u2019n\u0131n yeni yakla\u015f\u0131m\u0131yla birlikte kullan\u0131c\u0131 deneyimi art\u0131k yaln\u0131zca reklam g\u00f6sterimiyle s\u0131n\u0131rl\u0131 de\u011fildir. \u0130\u00e7erik ak\u0131\u015f\u0131, video \u00f6nerileri ve AI ile kurulan etkile\u015fimler de tamamen ki\u015fisel davran\u0131\u015f sinyallerine g\u00f6re \u015fekillenmektedir.<\/p>\n\n\n\n<p>Bu yap\u0131, platformlar\u0131n yaln\u0131zca medya kanal\u0131 olmaktan \u00e7\u0131karak \u00f6\u011frenen ve kullan\u0131c\u0131ya g\u00f6re yeniden \u015fekillenen sistemlere d\u00f6n\u00fc\u015fmesini h\u0131zland\u0131r\u0131yor.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"markalar-icin-stratejik-etki\"><span class=\"ez-toc-section\" id=\"Markalar_Icin_Stratejik_Etki\"><\/span>Markalar \u0130\u00e7in Stratejik Etki<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Meta\u2019n\u0131n g\u00fcncel veri modeli, \u00f6zellikle performans pazarlamas\u0131 yapan markalar i\u00e7in daha geli\u015fmi\u015f optimizasyon imkanlar\u0131 sunuyor.<\/p>\n\n\n\n<p>Do\u011fru yap\u0131land\u0131r\u0131lm\u0131\u015f veri ak\u0131\u015f\u0131 sayesinde:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Hedef kitle segmentasyonu daha isabetli hale gelir<\/li>\n\n\n\n<li>Reklam optimizasyon s\u00fcre\u00e7lerini daha g\u00fc\u00e7l\u00fc veri sinyalleriyle destekler<\/li>\n\n\n\n<li>Yeniden pazarlama yap\u0131lar\u0131 daha g\u00fc\u00e7l\u00fc performans \u00fcretir<\/li>\n\n\n\n<li>Yapay zek\u00e2 destekli \u00f6neri sistemlerinde g\u00f6r\u00fcn\u00fcrl\u00fck artar<\/li>\n<\/ul>\n\n\n\n<p>Ancak bu avantajlar\u0131n ortaya \u00e7\u0131kabilmesi i\u00e7in yaln\u0131zca reklam yay\u0131nlamak yeterli de\u011fildir. Veri toplama altyap\u0131s\u0131n\u0131n do\u011fru kurgulanmas\u0131, \u00f6l\u00e7\u00fcmleme sistemlerinin sa\u011fl\u0131kl\u0131 \u00e7al\u0131\u015fmas\u0131 ve kampanya yap\u0131s\u0131n\u0131n s\u00fcrekli optimize edilmesi gerekir.<\/p>\n\n\n\n<p>Bu noktada Meta Ads ekosistemi, yaln\u0131zca medya sat\u0131n alma s\u00fcreci de\u011fil; veri y\u00f6netimi, performans analizi ve optimizasyon katmanlar\u0131n\u0131n birlikte ele al\u0131nd\u0131\u011f\u0131 b\u00fct\u00fcnc\u00fcl bir yap\u0131 h\u00e2line gelir. Marker Groupe\u2019un <a href=\"https:\/\/www.markergroupe.com\/tr\/meta-ads\/\">Meta ads \u00e7\u00f6z\u00fcmleri<\/a> , markalar\u0131n bu yap\u0131y\u0131 do\u011fru \u015fekilde konumland\u0131rmas\u0131na ve performans odakl\u0131 sonu\u00e7lar elde etmesine destek sa\u011flar.<\/p>\n\n\n\n<p><strong><em>Meta ekosisteminde veri odakl\u0131 reklam stratejileri geli\u015ftirmek, \u00f6l\u00e7\u00fcmleme altyap\u0131n\u0131z\u0131 g\u00fc\u00e7lendirmek ve kampanyalar\u0131n\u0131z\u0131 daha verimli y\u00f6netmek i\u00e7in <\/em><\/strong><a href=\"http:\/\/markergroupe.com\"><strong><em>MarkerGroupe.com<\/em><\/strong><\/a><strong><em> &nbsp; web sitemizi ziyaret edebilir veya <\/em><\/strong><a href=\"mailto:hello@markergroupe.com\"><strong><em>hello@markergroupe.com<\/em><\/strong><\/a><strong><em>&nbsp; adresinden bize ula\u015fabilirsiniz.&nbsp;<\/em><\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Meta\u2019n\u0131n veri kullan\u0131m\u0131na y\u00f6nelik yeni yakla\u015f\u0131m\u0131, dijital reklamc\u0131l\u0131\u011f\u0131n yaln\u0131zca kampanya optimizasyonu ekseninde ilerlemedi\u011fini; ayn\u0131 zamanda kullan\u0131c\u0131 deneyiminin t\u00fcm katmanlar\u0131na yay\u0131lan bir yap\u0131ya d\u00f6n\u00fc\u015ft\u00fc\u011f\u00fcn\u00fc g\u00f6steriyor. \u00d6zellikle yapay zek\u00e2 destekli sistemlerin merkezde yer almas\u0131, veri sinyallerinin art\u0131k yaln\u0131zca \u00f6l\u00e7\u00fcmleme de\u011fil, i\u00e7erik ve deneyim \u00fcretiminin de bir par\u00e7as\u0131 h\u00e2line gelmesini sa\u011fl\u0131yor. Haziran 2026\u2019da duyurulan g\u00fcncelleme ile Meta, i\u015fletmelerden [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":45366,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_gspb_post_css":"#gspb_image-id-gsbp-e3a033a img{vertical-align:top;display:inline-block;box-sizing:border-box;max-width:100%;height:auto}","footnotes":""},"categories":[2156],"tags":[1495,2360,2230],"class_list":["post-45365","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-yapay-zeka","tag-dijital-pazarlama","tag-meta-2","tag-yapay-zeka"],"blocksy_meta":[],"_links":{"self":[{"href":"https:\/\/blog.markergroupe.com\/tr\/wp-json\/wp\/v2\/posts\/45365","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.markergroupe.com\/tr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.markergroupe.com\/tr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.markergroupe.com\/tr\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.markergroupe.com\/tr\/wp-json\/wp\/v2\/comments?post=45365"}],"version-history":[{"count":1,"href":"https:\/\/blog.markergroupe.com\/tr\/wp-json\/wp\/v2\/posts\/45365\/revisions"}],"predecessor-version":[{"id":45368,"href":"https:\/\/blog.markergroupe.com\/tr\/wp-json\/wp\/v2\/posts\/45365\/revisions\/45368"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/blog.markergroupe.com\/tr\/wp-json\/wp\/v2\/media\/45366"}],"wp:attachment":[{"href":"https:\/\/blog.markergroupe.com\/tr\/wp-json\/wp\/v2\/media?parent=45365"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.markergroupe.com\/tr\/wp-json\/wp\/v2\/categories?post=45365"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.markergroupe.com\/tr\/wp-json\/wp\/v2\/tags?post=45365"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}