{"id":2193,"date":"2026-10-29T16:21:52","date_gmt":"2026-10-29T13:21:52","guid":{"rendered":"https:\/\/bilisimatolyesi.com\/?post_type=teknoloji_notlari&#038;p=2193"},"modified":"2026-10-29T23:20:39","modified_gmt":"2026-10-29T20:20:39","slug":"yapay-zeka-asistanlari-isletmelere-aciliyor","status":"publish","type":"teknoloji_notlari","link":"https:\/\/bilisimatolyesi.com\/tr\/teknoloji-notlari\/yapay-zeka-asistanlari-isletmelere-aciliyor\/","title":{"rendered":"Yapay zek\u00e2 asistanlar\u0131 i\u015fletmelerin kap\u0131s\u0131n\u0131 \u00e7al\u0131yor"},"content":{"rendered":"<p>Teknoloji Notlar\u0131&#8217;nda her hafta d\u00fcnyadan, i\u015fletmelerin dijital altyap\u0131s\u0131n\u0131 do\u011frudan etkileyen birka\u00e7 geli\u015fmeyi se\u00e7iyor, k\u0131saca \u00f6zetliyor ve as\u0131l soruyu soruyoruz: <strong>Bu, sizin i\u015fletmeniz i\u00e7in ne anlama geliyor?<\/strong><\/p>\n<h2>1. Google, Arama ve Gemini&#8217;yi i\u015fletme uygulamalar\u0131na a\u00e7\u0131yor<\/h2>\n<p>Google 28 Ekim&#8217;de &#8220;Connected Apps&#8221; platformunu duyurdu. \u0130\u015fletmeler art\u0131k kendi uygulama ve servislerini Google Arama&#8217;daki yapay zek\u00e2 \u00f6zelliklerine ve Gemini asistan\u0131na ba\u011flayabilecek. Kullan\u0131c\u0131, \u00f6rne\u011fin bir tasar\u0131m ya da al\u0131\u015fveri\u015f i\u015flemini uygulamay\u0131 a\u00e7madan do\u011frudan asistan \u00fczerinden yapabiliyor. Ba\u011flant\u0131, son d\u00f6nemde yapay zek\u00e2 entegrasyonlar\u0131n\u0131n ortak dili h\u00e2line gelen MCP (Model Context Protocol) standard\u0131 \u00fczerinden kuruluyor. Platform \u015fimdilik ABD&#8217;de, bekleme listesiyle a\u00e7\u0131k \u00f6nizlemede.<\/p>\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/bilisimatolyesi.com\/wp-content\/uploads\/2026\/10\/google-connected-apps-mcp-akisi.jpg\" alt=\"Google Connected Apps ile kullan\u0131c\u0131, Google Arama ve Gemini, MCP ve i\u015fletme servisi aras\u0131ndaki ak\u0131\u015f\" class=\"wp-image-2218\" width=\"1600\" height=\"900\" loading=\"lazy\" srcset=\"https:\/\/bilisimatolyesi.com\/wp-content\/uploads\/2026\/10\/google-connected-apps-mcp-akisi.jpg 1600w, https:\/\/bilisimatolyesi.com\/wp-content\/uploads\/2026\/10\/google-connected-apps-mcp-akisi-300x169.jpg 300w, https:\/\/bilisimatolyesi.com\/wp-content\/uploads\/2026\/10\/google-connected-apps-mcp-akisi-1024x576.jpg 1024w, https:\/\/bilisimatolyesi.com\/wp-content\/uploads\/2026\/10\/google-connected-apps-mcp-akisi-768x432.jpg 768w, https:\/\/bilisimatolyesi.com\/wp-content\/uploads\/2026\/10\/google-connected-apps-mcp-akisi-1536x864.jpg 1536w, https:\/\/bilisimatolyesi.com\/wp-content\/uploads\/2026\/10\/google-connected-apps-mcp-akisi-133x75.jpg 133w, https:\/\/bilisimatolyesi.com\/wp-content\/uploads\/2026\/10\/google-connected-apps-mcp-akisi-480x270.jpg 480w\" sizes=\"auto, (max-width:767px) 480px, (max-width:1600px) 100vw, 1600px\" \/><\/figure>\n<p><strong>Bizim yorumumuz:<\/strong> Y\u0131llarca &#8220;Google&#8217;da nas\u0131l g\u00f6r\u00fcn\u00fcr\u00fcm?&#8221; sorusunun cevab\u0131 SEO&#8217;ydu. \u00d6n\u00fcm\u00fczdeki d\u00f6nemde buna &#8220;Yapay zek\u00e2 asistanlar\u0131 benim servisimi kullanabiliyor mu?&#8221; sorusu eklenecek. Bunun \u00f6n ko\u015fulu, verinizin ve i\u015f ak\u0131\u015f\u0131n\u0131z\u0131n API ile eri\u015filebilir olmas\u0131. \u0130lanlar\u0131n\u0131z, \u00fcr\u00fcn katalo\u011funuz ya da randevu sisteminiz yaln\u0131zca bir web sayfas\u0131nda duruyorsa, bu yeni kanala ba\u011flanmak zor olacak. T\u00fcrkiye&#8217;de yayg\u0131nla\u015fmas\u0131 zaman alacak; ancak altyap\u0131y\u0131 bug\u00fcn API ve d\u00fczenli veriyle kurmak, o g\u00fcn geldi\u011finde i\u015fi birka\u00e7 haftal\u0131k bir entegrasyona indirir.<\/p>\n<p><em>Kaynak: <a href=\"https:\/\/techcrunch.com\/2026\/10\/28\/as-ai-agents-reshape-the-web-google-opens-gemini-and-search-to-more-apps\/\" target=\"_blank\" rel=\"noopener\">TechCrunch<\/a><\/em><\/p>\n<h2>2. Yapay zek\u00e2 cevaplar\u0131n\u0131n i\u00e7indeki reklamlar d\u00fcnyaya a\u00e7\u0131l\u0131yor<\/h2>\n<p>Google, \u00fc\u00e7\u00fcnc\u00fc \u00e7eyrek sonu\u00e7lar\u0131yla birlikte AI Mode&#8217;daki reklamlar\u0131 ilk kez ABD d\u0131\u015f\u0131na ta\u015f\u0131yaca\u011f\u0131n\u0131 a\u00e7\u0131klad\u0131; yapay zek\u00e2 \u00f6zetleri (AI Overviews) i\u00e7indeki reklamlar da daha fazla kullan\u0131c\u0131ya ve aramaya yay\u0131l\u0131yor. Google&#8217;a g\u00f6re AI Mode&#8217;daki sponsorlu \u00fcr\u00fcn listelerinin t\u0131klanma oran\u0131 organik sonu\u00e7larla ayn\u0131 seviyede. Hangi \u00fclkelerin ne zaman dahil olaca\u011f\u0131 hen\u00fcz a\u00e7\u0131klanmad\u0131.<\/p>\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/bilisimatolyesi.com\/wp-content\/uploads\/2026\/10\/ai-mode-sohbet-ici-reklamlar.jpg\" alt=\"Klasik arama ile yapay zek\u00e2 destekli aramada sohbet i\u00e7i sponsorlu \u00fcr\u00fcn kar\u015f\u0131la\u015ft\u0131rmas\u0131\" class=\"wp-image-2219\" width=\"1600\" height=\"900\" loading=\"lazy\" srcset=\"https:\/\/bilisimatolyesi.com\/wp-content\/uploads\/2026\/10\/ai-mode-sohbet-ici-reklamlar.jpg 1600w, https:\/\/bilisimatolyesi.com\/wp-content\/uploads\/2026\/10\/ai-mode-sohbet-ici-reklamlar-300x169.jpg 300w, https:\/\/bilisimatolyesi.com\/wp-content\/uploads\/2026\/10\/ai-mode-sohbet-ici-reklamlar-1024x576.jpg 1024w, https:\/\/bilisimatolyesi.com\/wp-content\/uploads\/2026\/10\/ai-mode-sohbet-ici-reklamlar-768x432.jpg 768w, https:\/\/bilisimatolyesi.com\/wp-content\/uploads\/2026\/10\/ai-mode-sohbet-ici-reklamlar-1536x864.jpg 1536w, https:\/\/bilisimatolyesi.com\/wp-content\/uploads\/2026\/10\/ai-mode-sohbet-ici-reklamlar-133x75.jpg 133w, https:\/\/bilisimatolyesi.com\/wp-content\/uploads\/2026\/10\/ai-mode-sohbet-ici-reklamlar-480x270.jpg 480w\" sizes=\"auto, (max-width:767px) 480px, (max-width:1600px) 100vw, 1600px\" \/><\/figure>\n<p><strong>Bizim yorumumuz:<\/strong> Arama sonu\u00e7lar\u0131 &#8220;10 mavi link&#8221; olmaktan \u00e7\u0131k\u0131p bir sohbete d\u00f6n\u00fc\u015f\u00fcyor ve reklam da o sohbetin i\u00e7ine giriyor. Google Ads b\u00fct\u00e7esi olan i\u015fletmeler i\u00e7in iki pratik sonu\u00e7 var: Birincisi, \u00fcr\u00fcn ve hizmet bilgilerinin (fiyat, \u00f6zellik, stok, g\u00f6rsel) yap\u0131land\u0131r\u0131lm\u0131\u015f ve g\u00fcncel olmas\u0131, yapay zek\u00e2n\u0131n sizi do\u011fru anlatabilmesi i\u00e7in \u015fart. \u0130kincisi, reklamdan gelen ki\u015finin indi\u011fi sayfa, sohbette ald\u0131\u011f\u0131 cevab\u0131n devam\u0131 gibi olmal\u0131; genel bir ana sayfa art\u0131k yetmiyor.<\/p>\n<p><em>Kaynak: <a href=\"https:\/\/techcrunch.com\/2026\/10\/28\/google-expands-ai-search-ads-globally-as-core-ad-growth-slows\" target=\"_blank\" rel=\"noopener\">TechCrunch<\/a><\/em><\/p>\n<h2>3. Yat brokerli\u011fi de yapay zek\u00e2 \u00e7a\u011f\u0131na giriyor<\/h2>\n<p>1975&#8217;ten bu yana lisansl\u0131 yat brokerlar\u0131n\u0131 temsil eden California Yacht Brokers Association (CYBA), yapay zek\u00e2 destekli pazar yeri MarineSource ile ortakl\u0131k kurdu. \u00dcyeler; geli\u015fmi\u015f ilan ara\u00e7lar\u0131na, anl\u0131k pazar verisine ve do\u011frulanm\u0131\u015f sat\u0131lm\u0131\u015f tekne \/ emsal sat\u0131\u015f verisine eri\u015fecek. Al\u0131c\u0131lar i\u00e7in ise yapay zek\u00e2 destekli arama sunuluyor. Derne\u011fin y\u00f6neticisi, bu ara\u00e7lar\u0131n yerel pazar uzmanl\u0131\u011f\u0131n\u0131n yerini tutamayaca\u011f\u0131n\u0131 \u00f6zellikle vurguluyor.<\/p>\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/bilisimatolyesi.com\/wp-content\/uploads\/2026\/10\/yat-brokerligi-yapay-zeka-veri.jpg\" alt=\"Yat brokerli\u011finde yapay zek\u00e2 destekli ilan ara\u00e7lar\u0131, pazar verisi ve emsal sat\u0131\u015flar\" class=\"wp-image-2220\" width=\"1600\" height=\"900\" loading=\"lazy\" srcset=\"https:\/\/bilisimatolyesi.com\/wp-content\/uploads\/2026\/10\/yat-brokerligi-yapay-zeka-veri.jpg 1600w, https:\/\/bilisimatolyesi.com\/wp-content\/uploads\/2026\/10\/yat-brokerligi-yapay-zeka-veri-300x169.jpg 300w, https:\/\/bilisimatolyesi.com\/wp-content\/uploads\/2026\/10\/yat-brokerligi-yapay-zeka-veri-1024x576.jpg 1024w, https:\/\/bilisimatolyesi.com\/wp-content\/uploads\/2026\/10\/yat-brokerligi-yapay-zeka-veri-768x432.jpg 768w, https:\/\/bilisimatolyesi.com\/wp-content\/uploads\/2026\/10\/yat-brokerligi-yapay-zeka-veri-1536x864.jpg 1536w, https:\/\/bilisimatolyesi.com\/wp-content\/uploads\/2026\/10\/yat-brokerligi-yapay-zeka-veri-133x75.jpg 133w, https:\/\/bilisimatolyesi.com\/wp-content\/uploads\/2026\/10\/yat-brokerligi-yapay-zeka-veri-480x270.jpg 480w\" sizes=\"auto, (max-width:767px) 480px, (max-width:1600px) 100vw, 1600px\" \/><\/figure>\n<p><strong>Bizim yorumumuz:<\/strong> Haberin bizim a\u00e7\u0131m\u0131zdan en \u00f6nemli k\u0131sm\u0131 &#8220;do\u011frulanm\u0131\u015f sat\u0131\u015f verisi&#8221;. Brokerlikte fiyatlama ve pazarl\u0131k, g\u00fcvenilir emsale dayan\u0131r; da\u011f\u0131n\u0131k portallar ve g\u00fcncelli\u011fini yitirmi\u015f ilanlar ise bu g\u00fcveni zay\u0131flat\u0131r. Yapay zek\u00e2 ancak arkas\u0131ndaki veri kadar iyidir. Teknenin ge\u00e7mi\u015fini, fiyat de\u011fi\u015fimlerini ve g\u00f6r\u00fc\u015fme notlar\u0131n\u0131 d\u00fczenli tutan bir CRM, bu yeni ara\u00e7lardan ger\u00e7ekten fayda sa\u011flaman\u0131n \u00f6n ko\u015fuludur. Brokerlik ve Teknoloji yaz\u0131 dizimizde bu konuyu ayr\u0131nt\u0131l\u0131 ele al\u0131yoruz.<\/p>\n<p><em>Kaynak: <a href=\"https:\/\/thelog.com\/california-yacht-brokers-association-partners-with-marinesource-to-bring-yacht-brokerage-into-the-ai-era\/\" target=\"_blank\" rel=\"noopener\">The Log<\/a><\/em><\/p>\n<h2>K\u0131sa k\u0131sa<\/h2>\n<p><strong>CRM&#8217;de yapay zek\u00e2 maliyeti g\u00fcndemde:<\/strong> HubSpot, yapay zek\u00e2 \u00f6zellikleri i\u00e7in harcama limiti ve esnek kredi se\u00e7enekleri getirdi; Salesforce ise sat\u0131\u015f ajan\u0131 Hunter i\u00e7in Demandbase&#8217;i veri orta\u011f\u0131 olarak duyurdu. Yapay zek\u00e2 ajanlar\u0131n\u0131n de\u011feri, beslendikleri m\u00fc\u015fteri verisinin kalitesine ve maliyetin kontrol alt\u0131nda tutulabilmesine ba\u011fl\u0131. (<a href=\"https:\/\/cxtoday.com\/crm-vendors-tackle-ai-costs-sales-intelligence-and-customer-data-acce\" target=\"_blank\" rel=\"noopener\">CX Today<\/a>)<\/p>\n<hr \/>\n<p>Bu geli\u015fmelerin i\u015fletmenize nas\u0131l yans\u0131yaca\u011f\u0131n\u0131 konu\u015fmak isterseniz <a href=\"https:\/\/bilisimatolyesi.com\/tr\/contact\/\">bize yaz\u0131n<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Google&#8217;\u0131n Connected Apps platformu, yapay zek\u00e2 cevaplar\u0131na giren reklamlar ve yat brokerli\u011finde do\u011frulanm\u0131\u015f veri. Bu haftan\u0131n geli\u015fmelerini ve i\u015fletmeniz i\u00e7in ne anlama geldiklerini derledik.<\/p>\n","protected":false},"author":1,"featured_media":2217,"template":"","meta":{"footnotes":""},"class_list":["post-2193","teknoloji_notlari","type-teknoloji_notlari","status-publish","has-post-thumbnail","hentry"],"_links":{"self":[{"href":"https:\/\/bilisimatolyesi.com\/tr\/wp-json\/wp\/v2\/teknoloji_notlari\/2193","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/bilisimatolyesi.com\/tr\/wp-json\/wp\/v2\/teknoloji_notlari"}],"about":[{"href":"https:\/\/bilisimatolyesi.com\/tr\/wp-json\/wp\/v2\/types\/teknoloji_notlari"}],"author":[{"embeddable":true,"href":"https:\/\/bilisimatolyesi.com\/tr\/wp-json\/wp\/v2\/users\/1"}],"version-history":[{"count":3,"href":"https:\/\/bilisimatolyesi.com\/tr\/wp-json\/wp\/v2\/teknoloji_notlari\/2193\/revisions"}],"predecessor-version":[{"id":2221,"href":"https:\/\/bilisimatolyesi.com\/tr\/wp-json\/wp\/v2\/teknoloji_notlari\/2193\/revisions\/2221"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/bilisimatolyesi.com\/tr\/wp-json\/wp\/v2\/media\/2217"}],"wp:attachment":[{"href":"https:\/\/bilisimatolyesi.com\/tr\/wp-json\/wp\/v2\/media?parent=2193"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}