{"id":1283,"date":"2026-06-15T05:00:34","date_gmt":"2026-06-15T02:00:34","guid":{"rendered":"https:\/\/endova.com.tr\/blog\/tr\/2026\/06\/15\/yapay-zeka-ve-buyuk-veri-big-data-ile-musteri-analitigi\/"},"modified":"2026-06-15T05:00:34","modified_gmt":"2026-06-15T02:00:34","slug":"yapay-zeka-ve-buyuk-veri-big-data-ile-musteri-analitigi","status":"publish","type":"post","link":"https:\/\/endova.com.tr\/blog\/tr\/2026\/06\/15\/yapay-zeka-ve-buyuk-veri-big-data-ile-musteri-analitigi\/","title":{"rendered":"Yapay Zeka ve B\u00fcy\u00fck Veri (Big Data) ile M\u00fc\u015fteri Analiti\u011fi"},"content":{"rendered":"<p><body><\/p>\n<p>G\u00fcn\u00fcm\u00fcz\u00fcn rekabet\u00e7i i\u015f d\u00fcnyas\u0131nda, m\u00fc\u015fteriyi anlamak ve onlarla etkile\u015fim kurmak her zamankinden daha kritik bir hale geldi. Art\u0131k sadece iyi bir \u00fcr\u00fcn veya hizmet sunmak yeterli de\u011fil; m\u00fc\u015fterilerin beklentilerini a\u015fmak, ki\u015fiselle\u015ftirilmi\u015f deneyimler sunmak ve sadakatlerini kazanmak gerekiyor. Bu noktada, <strong>Yapay Zeka (YZ)<\/strong> ve <strong>B\u00fcy\u00fck Veri (Big Data)<\/strong> gibi teknolojik devrimler, i\u015fletmelere e\u015fi benzeri g\u00f6r\u00fclmemi\u015f f\u0131rsatlar sunuyor. Peki, bu iki g\u00fc\u00e7l\u00fc ara\u00e7 bir araya geldi\u011finde m\u00fc\u015fteri analiti\u011fi nas\u0131l \u015fekilleniyor ve Endova gibi yenilik\u00e7i firmalar bu d\u00f6n\u00fc\u015f\u00fcmde hangi rol\u00fc \u00fcstleniyor?<\/p>\n<p>M\u00fc\u015fteri analiti\u011fi, m\u00fc\u015fterilerin davran\u0131\u015flar\u0131, tercihleri ve e\u011filimleri hakk\u0131nda derinlemesine bilgi edinme s\u00fcrecidir. Bu s\u00fcre\u00e7, toplanan verileri analiz ederek m\u00fc\u015fteri ya\u015fam d\u00f6ng\u00fcs\u00fcn\u00fcn her a\u015famas\u0131nda (edinme, elde tutma, b\u00fcy\u00fcme) daha bilin\u00e7li kararlar almay\u0131 hedefler. M\u00fc\u015fteri analiti\u011fi, i\u015fletmelere rekabet avantaj\u0131 sa\u011flaman\u0131n, m\u00fc\u015fteri sadakatini art\u0131rman\u0131n ve nihayetinde gelirlerini y\u00fckseltmenin anahtar\u0131d\u0131r. Geleneksel y\u00f6ntemlerle bu derinli\u011fe ula\u015fmak zorken, Yapay Zeka ve B\u00fcy\u00fck Veri sayesinde s\u0131n\u0131rlar ortadan kalk\u0131yor.<\/p>\n<h2>B\u00fcy\u00fck Verinin M\u00fc\u015fteri Analiti\u011findeki Rol\u00fc<\/h2>\n<p>B\u00fcy\u00fck Veri, geleneksel veri i\u015fleme yaz\u0131l\u0131mlar\u0131n\u0131n i\u015fleyemeyece\u011fi kadar karma\u015f\u0131k, \u00e7e\u015fitli ve y\u00fcksek hacimli veri setlerini ifade eder. M\u00fc\u015fteri analiti\u011fi ba\u011flam\u0131nda, B\u00fcy\u00fck Veri, e-ticaret sitelerinden, sosyal medyadan, mobil uygulamalardan, IoT cihazlar\u0131ndan, m\u00fc\u015fteri hizmetleri kay\u0131tlar\u0131ndan ve hatta web sitesi t\u0131klamalar\u0131ndan toplanan t\u00fcm bilgileri kapsar. Bu verilerin hacmi, \u00e7e\u015fitlili\u011fi ve h\u0131z\u0131, m\u00fc\u015fterinin davran\u0131\u015flar\u0131n\u0131n her y\u00f6n\u00fcn\u00fc yakalayabilme potansiyeli sunar. Endova gibi eticaret \u00e7\u00f6z\u00fcmleri, web ve mobil \u00e7\u00f6z\u00fcmler \u00fcreten yaz\u0131l\u0131m ajanslar\u0131, i\u015fletmelerin bu verileri toplamas\u0131 ve depolamas\u0131 i\u00e7in sa\u011flam altyap\u0131lar olu\u015fturur. \u00d6zellikle <a href=\"https:\/\/endova.com.tr\/services\/shopify-plus-ecommerce\/\" target=\"_blank\">Shopify Plus e-ticaret \u00e7\u00f6z\u00fcmleri<\/a> ve <a href=\"https:\/\/endova.com.tr\/services\/software-development\/\" target=\"_blank\">\u00f6zel yaz\u0131l\u0131m geli\u015ftirme<\/a> hizmetleriyle Endova, veri toplama s\u00fcre\u00e7lerinizi optimize ederek analitik i\u00e7in temel haz\u0131rlar.<\/p>\n<h2>Yapay Zeka: Veriye Anlam Katan G\u00fc\u00e7<\/h2>\n<p>Yapay Zeka, B\u00fcy\u00fck Veri taraf\u0131ndan sa\u011flanan ham veriyi i\u015fleyerek anlaml\u0131 i\u00e7g\u00f6r\u00fclere d\u00f6n\u00fc\u015ft\u00fcrme ve \u00f6\u011frenme yetene\u011fine sahiptir. Makine \u00f6\u011frenimi algoritmalar\u0131 sayesinde Yapay Zeka, m\u00fc\u015fteri davran\u0131\u015flar\u0131ndaki gizli kal\u0131plar\u0131, e\u011filimleri ve ili\u015fkileri tespit edebilir. \u00d6rne\u011fin, bir m\u00fc\u015fterinin gelecekteki sat\u0131n alma olas\u0131l\u0131\u011f\u0131n\u0131 tahmin edebilir, terk etme riski ta\u015f\u0131yan m\u00fc\u015fterileri belirleyebilir veya hangi \u00fcr\u00fcnlerin birlikte sat\u0131n al\u0131naca\u011f\u0131n\u0131 \u00f6ng\u00f6rebilir. Bu yetenekler, i\u015fletmelerin pazarlama kampanyalar\u0131n\u0131 ki\u015fiselle\u015ftirmesine, \u00fcr\u00fcn geli\u015ftirme stratejilerini optimize etmesine ve m\u00fc\u015fteri hizmetleri s\u00fcre\u00e7lerini otomatikle\u015ftirmesine olanak tan\u0131r.<\/p>\n<h2>Yapay Zeka ve B\u00fcy\u00fck Veri Sinerjisi: M\u00fc\u015fteri Deneyimini Y\u00fckseltmek<\/h2>\n<p>Yapay Zeka ve B\u00fcy\u00fck Veri, birbirinden ayr\u0131 d\u00fc\u015f\u00fcn\u00fclemez. B\u00fcy\u00fck Veri, Yapay Zeka algoritmalar\u0131 i\u00e7in yak\u0131t\u0131 sa\u011flar; Yapay Zeka ise bu yak\u0131t\u0131 i\u015fleyerek motor g\u00f6revi g\u00f6r\u00fcr. Bu sinerji sayesinde i\u015fletmeler:<\/p>\n<ul>\n<li>Daha do\u011fru tahminsel modellere sahip olur.<\/li>\n<li>\u00c7ok daha geni\u015f bir veri setini anl\u0131k olarak analiz edebilir.<\/li>\n<li>M\u00fc\u015fteri yolculu\u011funun her noktas\u0131nda ki\u015fiselle\u015ftirilmi\u015f deneyimler sunabilir.<\/li>\n<li>Maliyetleri d\u00fc\u015f\u00fcr\u00fcp verimlili\u011fi art\u0131rabilir.<\/li>\n<li>Pazar de\u011fi\u015fikliklerine daha h\u0131zl\u0131 adapte olabilir.<\/li>\n<\/ul>\n<p>Endova&#039;n\u0131n geli\u015ftirdi\u011fi entegre \u00e7\u00f6z\u00fcmler, bu sinerjiyi i\u015fletmeler i\u00e7in ger\u00e7e\u011fe d\u00f6n\u00fc\u015ft\u00fcr\u00fcyor. \u00d6rne\u011fin, <a href=\"https:\/\/endocrm.endova.com.tr\/\" target=\"_blank\">EndoCRM<\/a> gibi \u00fcr\u00fcnler, m\u00fc\u015fteri verilerini tek bir platformda toplayarak Yapay Zeka destekli analitik i\u00e7in zemin haz\u0131rlar.<\/p>\n<h2>\u0130\u015fletmeler \u0130\u00e7in Somut Faydalar ve Endova \u00c7\u00f6z\u00fcmleri<\/h2>\n<p>Yapay Zeka ve B\u00fcy\u00fck Veri destekli m\u00fc\u015fteri analiti\u011fi, i\u015fletmelerin bir\u00e7ok alanda somut faydalar elde etmesini sa\u011flar:<\/p>\n<ul>\n<li>\n            <strong>Ki\u015fiselle\u015ftirilmi\u015f Pazarlama ve Sat\u0131\u015f:<\/strong> M\u00fc\u015fterinin ge\u00e7mi\u015f sat\u0131n alma ge\u00e7mi\u015fi, tercihleri ve web sitesi davran\u0131\u015flar\u0131 analiz edilerek, onlara \u00f6zel \u00fcr\u00fcn \u00f6nerileri ve kampanyalar sunulur. Endova&#039;n\u0131n <a href=\"https:\/\/endova.com.tr\/services\/shopify-plus-ecommerce\/\" target=\"_blank\">Shopify Plus e-ticaret \u00e7\u00f6z\u00fcmleri<\/a> ve <a href=\"https:\/\/endova.com.tr\/services\/software-development\/\" target=\"_blank\">yaz\u0131l\u0131m geli\u015ftirme<\/a> yetkinli\u011fi sayesinde bu ki\u015fiselle\u015ftirme kolayca hayata ge\u00e7irilebilir. Ayr\u0131ca, <a href=\"https:\/\/endocart.endova.com.tr\/\" target=\"_blank\">EndoCart<\/a> ile sepet terk oranlar\u0131 d\u00fc\u015f\u00fcr\u00fclebilir, <a href=\"https:\/\/endoforecast.endova.com.tr\/\" target=\"_blank\">EndoForecast<\/a> ile gelecekteki sat\u0131\u015flar ve trendler tahmin edilerek pazarlama stratejileri g\u00fc\u00e7lendirilebilir.\n        <\/li>\n<li>\n            <strong>Geli\u015ftirilmi\u015f M\u00fc\u015fteri Deneyimi:<\/strong> M\u00fc\u015fterilerle daha anlaml\u0131 ve proaktif etkile\u015fimler kurulur. Yapay Zeka destekli sohbet robotlar\u0131 veya ki\u015fiselle\u015ftirilmi\u015f bildirimler, m\u00fc\u015fteri memnuniyetini art\u0131r\u0131r. Endova&#039;n\u0131n <a href=\"https:\/\/endova.com.tr\/services\/mobile-app-development\/\" target=\"_blank\">mobil uygulama geli\u015ftirme<\/a> ve <a href=\"https:\/\/endova.com.tr\/services\/desktop-and-kiosk-applications\/\" target=\"_blank\">masa\u00fcst\u00fc\/kiosk uygulamalar\u0131<\/a> hizmetleri, bu kesintisiz deneyimi sa\u011flamak i\u00e7in kritik \u00f6neme sahiptir.\n        <\/li>\n<li>\n            <strong>Operasyonel Verimlilik:<\/strong> Verilerin do\u011fru analizi, envanter y\u00f6netiminden fiyatland\u0131rmaya kadar bir\u00e7ok alanda optimizasyon sa\u011flar. Talep tahmini sayesinde stok maliyetleri d\u00fc\u015f\u00fcr\u00fcl\u00fcr, optimum fiyatland\u0131rma stratejileri belirlenir. <a href=\"https:\/\/entime.endova.com.tr\/\" target=\"_blank\">EnTime<\/a> ile zaman y\u00f6netimi, <a href=\"https:\/\/endofilo.endova.com.tr\/\" target=\"_blank\">EndoF\u0130LO<\/a> ile filo y\u00f6netimi gibi Endova \u00fcr\u00fcnleri operasyonel verimlili\u011finizi art\u0131r\u0131r.\n        <\/li>\n<li>\n            <strong>Yeni \u00dcr\u00fcn ve Hizmet Geli\u015ftirme:<\/strong> M\u00fc\u015fteri geri bildirimleri, pazar e\u011filimleri ve eksiklikler Yapay Zeka ile analiz edilerek, hangi yeni \u00fcr\u00fcn veya hizmetlerin geli\u015ftirilebilece\u011fi konusunda de\u011ferli i\u00e7g\u00f6r\u00fcler elde edilir. Bu sayede Ar-Ge s\u00fcre\u00e7leri daha isabetli hale gelir. <a href=\"https:\/\/endotur.endova.com.tr\/\" target=\"_blank\">EndoTur<\/a>, turizm sekt\u00f6r\u00fc i\u00e7in \u00f6zel \u00e7\u00f6z\u00fcmler sunarken, <a href=\"https:\/\/endofit.endova.com.tr\/\" target=\"_blank\">EndoF\u0130T<\/a> ise fitness alan\u0131nda ki\u015fiselle\u015ftirilmi\u015f deneyimler vadediyor.\n        <\/li>\n<li>\n            <strong>G\u00fcvenlik ve Risk Y\u00f6netimi:<\/strong> Anormal m\u00fc\u015fteri davran\u0131\u015flar\u0131 veya i\u015flem modelleri Yapay Zeka taraf\u0131ndan h\u0131zla tespit edilerek doland\u0131r\u0131c\u0131l\u0131k veya g\u00fcvenlik a\u00e7\u0131klar\u0131 \u00f6nlenebilir. Endova&#039;n\u0131n <a href=\"https:\/\/endoguard.endova.com.tr\/\" target=\"_blank\">EndoGuard<\/a> gibi g\u00fcvenlik \u00e7\u00f6z\u00fcmleri ve <a href=\"https:\/\/endobackup.endova.com.tr\/\" target=\"_blank\">EndoBackup<\/a> ile veri g\u00fcvenli\u011finiz her zaman sa\u011flan\u0131r.\n        <\/li>\n<li>\n            <strong>SEO ve Dijital G\u00f6r\u00fcn\u00fcrl\u00fck:<\/strong> M\u00fc\u015fteri analiti\u011fi, hedef kitlenizin arama al\u0131\u015fkanl\u0131klar\u0131n\u0131 ve ilgi alanlar\u0131n\u0131 ortaya \u00e7\u0131kararak, daha etkili <a href=\"https:\/\/endova.com.tr\/services\/professional-seo\/\" target=\"_blank\">profesyonel SEO stratejileri<\/a> geli\u015ftirmenize yard\u0131mc\u0131 olur. Bu sayede organik trafi\u011finiz artar ve marka bilinirli\u011finiz g\u00fc\u00e7lenir. Endova, sitenizin performans\u0131n\u0131 art\u0131rmak i\u00e7in <a href=\"https:\/\/endowp.endova.com.tr\/\" target=\"_blank\">EndoWP<\/a> (WordPress \u00e7\u00f6z\u00fcmleri) ve <a href=\"https:\/\/endovox.endova.com.tr\/\" target=\"_blank\">EndoVox<\/a> (\u00e7a\u011fr\u0131 merkezi \u00e7\u00f6z\u00fcmleri) gibi ara\u00e7larla da destek sunar.\n        <\/li>\n<\/ul>\n<h2>Neden Endova ile \u00c7al\u0131\u015fmal\u0131s\u0131n\u0131z?<\/h2>\n<p>Yapay Zeka ve B\u00fcy\u00fck Veri tabanl\u0131 m\u00fc\u015fteri analiti\u011fi \u00e7\u00f6z\u00fcmlerini hayata ge\u00e7irmek, teknik bilgi birikimi ve deneyim gerektiren karma\u015f\u0131k bir s\u00fcre\u00e7tir. Endova, eticaret \u00e7\u00f6z\u00fcmleri, web ve mobil uygulama geli\u015ftirme alan\u0131ndaki geni\u015f uzmanl\u0131\u011f\u0131yla i\u015fletmenizin dijital d\u00f6n\u00fc\u015f\u00fcm yolculu\u011funda g\u00fcvenilir bir ortakt\u0131r. Firman\u0131z\u0131n ihtiya\u00e7lar\u0131na \u00f6zel <a href=\"https:\/\/endova.com.tr\/services\/software-development\/\" target=\"_blank\">yaz\u0131l\u0131m geli\u015ftirme<\/a>, sa\u011flam <a href=\"https:\/\/endova.com.tr\/services\/hosting\/\" target=\"_blank\">hosting hizmetleri<\/a> ve entegre \u00fcr\u00fcnleriyle Endova (<a href=\"https:\/\/endova.com.tr\/\" target=\"_blank\">https:\/\/endova.com.tr\/<\/a>), t\u00fcm bu s\u00fcre\u00e7leri sizin i\u00e7in basitle\u015ftirir. Geli\u015ftirdikleri <a href=\"https:\/\/endosuite.endova.com.tr\/\" target=\"_blank\">EndoSuite<\/a> gibi kapsaml\u0131 \u00e7\u00f6z\u00fcmler veya <a href=\"https:\/\/endocase.endova.com.tr\/\" target=\"_blank\">EndoCase<\/a> ile vaka y\u00f6netimi, <a href=\"https:\/\/endomenu.endova.com.tr\/\" target=\"_blank\">EndoMenu<\/a> ile dijital men\u00fc \u00e7\u00f6z\u00fcmleri gibi spesifik \u00fcr\u00fcnlerle i\u015f s\u00fcre\u00e7lerinizi ba\u015ftan sona dijitalle\u015ftirebilirsiniz. Unutmay\u0131n, do\u011fru veri altyap\u0131s\u0131 ve ak\u0131ll\u0131 analitik ara\u00e7lar, gelece\u011fin ba\u015far\u0131l\u0131 i\u015fletmelerinin temelini olu\u015fturur.<\/p>\n<h2>Sonu\u00e7<\/h2>\n<p>Yapay Zeka ve B\u00fcy\u00fck Veri, m\u00fc\u015fteri analiti\u011fini yepyeni bir boyuta ta\u015f\u0131yor ve i\u015fletmelere daha bilin\u00e7li, ki\u015fiselle\u015ftirilmi\u015f ve etkili stratejiler geli\u015ftirme f\u0131rsat\u0131 sunuyor. Bu teknolojileri benimsemek, sadece bir trendi takip etmek de\u011fil, ayn\u0131 zamanda kal\u0131c\u0131 m\u00fc\u015fteri ili\u015fkileri kurmak ve s\u00fcrd\u00fcr\u00fclebilir bir b\u00fcy\u00fcme sa\u011flamak i\u00e7in stratejik bir yat\u0131r\u0131md\u0131r. Dijital d\u00f6n\u00fc\u015f\u00fcm yolculu\u011funuzda g\u00fcvenilir bir ortak ar\u0131yorsan\u0131z, Endova, ihtiyac\u0131n\u0131z olan t\u00fcm altyap\u0131 ve yaz\u0131l\u0131m \u00e7\u00f6z\u00fcmlerini tek \u00e7at\u0131 alt\u0131nda sunmaktad\u0131r. Daha fazla bilgi almak ve i\u015fletmenizin potansiyelini ke\u015ffetmek i\u00e7in Endova&#039;n\u0131n web sitesini ziyaret edin: <a href=\"https:\/\/endova.com.tr\/\" target=\"_blank\">https:\/\/endova.com.tr\/<\/a>.<\/p>\n<p>#YapayZeka #B\u00fcy\u00fckVeri #M\u00fc\u015fteriAnaliti\u011fi #E Ticaret #DijitalD\u00f6n\u00fc\u015f\u00fcm #Endova #Yaz\u0131l\u0131mGeli\u015ftirme #MobilUygulama #SEO #VeriAnalizi #Ki\u015fiselle\u015ftirme #Pazarlama #M\u00fc\u015fteriDeneyimi #Teknoloji<\/p>\n<p><\/body><\/p>\n","protected":false},"excerpt":{"rendered":"G\u00fcn\u00fcm\u00fcz\u00fcn rekabet\u00e7i i\u015f d\u00fcnyas\u0131nda, m\u00fc\u015fteriyi anlamak ve onlarla etkile\u015fim kurmak her zamankinden daha kritik bir hale geldi. Art\u0131k sadece iyi bir \u00fcr\u00fcn veya hizmet sunmak yeterli de\u011fil; m\u00fc\u015fterilerin beklentilerini a\u015fmak, ki\u015fiselle\u015ftirilmi\u015f deneyimler sunmak ve sadakatlerini kazanmak gerekiyor.","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"csco_singular_sidebar":"","csco_page_header_type":"","csco_page_load_nextpost":"","footnotes":""},"categories":[1],"tags":[],"class_list":["post-1283","post","type-post","status-publish","format-standard","category-genel","cs-entry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v26.3 (Yoast SEO v27.0) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Yapay Zeka ve B\u00fcy\u00fck Veri (Big Data) ile M\u00fc\u015fteri Analiti\u011fi - Endova Blog | Kurumsal Yaz\u0131l\u0131m, E-Ticaret Mobil Uygulama<\/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:\/\/endova.com.tr\/blog\/tr\/2026\/06\/15\/yapay-zeka-ve-buyuk-veri-big-data-ile-musteri-analitigi\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Yapay Zeka ve B\u00fcy\u00fck Veri (Big Data) ile M\u00fc\u015fteri Analiti\u011fi\" \/>\n<meta property=\"og:description\" content=\"G\u00fcn\u00fcm\u00fcz\u00fcn rekabet\u00e7i i\u015f d\u00fcnyas\u0131nda, m\u00fc\u015fteriyi anlamak ve onlarla etkile\u015fim kurmak her zamankinden daha kritik bir hale geldi. Art\u0131k sadece iyi bir \u00fcr\u00fcn veya hizmet sunmak yeterli de\u011fil; m\u00fc\u015fterilerin beklentilerini a\u015fmak, ki\u015fiselle\u015ftirilmi\u015f deneyimler sunmak ve sadakatlerini kazanmak gerekiyor.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/endova.com.tr\/blog\/tr\/2026\/06\/15\/yapay-zeka-ve-buyuk-veri-big-data-ile-musteri-analitigi\/\" \/>\n<meta property=\"og:site_name\" content=\"Endova Blog | Kurumsal Yaz\u0131l\u0131m, E-Ticaret Mobil Uygulama\" \/>\n<meta property=\"article:published_time\" content=\"2026-06-15T02:00:34+00:00\" \/>\n<meta name=\"author\" content=\"endova\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Yazan:\" \/>\n\t<meta name=\"twitter:data1\" content=\"endova\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tahmini okuma s\u00fcresi\" \/>\n\t<meta name=\"twitter:data2\" content=\"7 dakika\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/endova.com.tr\/blog\/tr\/2026\/06\/15\/yapay-zeka-ve-buyuk-veri-big-data-ile-musteri-analitigi\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/endova.com.tr\/blog\/tr\/2026\/06\/15\/yapay-zeka-ve-buyuk-veri-big-data-ile-musteri-analitigi\/\"},\"author\":{\"name\":\"endova\",\"@id\":\"https:\/\/endova.com.tr\/blog\/tr\/#\/schema\/person\/8fbb58294990de1f7011477e36125bdd\"},\"headline\":\"Yapay Zeka ve B\u00fcy\u00fck Veri (Big Data) ile M\u00fc\u015fteri Analiti\u011fi\",\"datePublished\":\"2026-06-15T02:00:34+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/endova.com.tr\/blog\/tr\/2026\/06\/15\/yapay-zeka-ve-buyuk-veri-big-data-ile-musteri-analitigi\/\"},\"wordCount\":1370,\"commentCount\":0,\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/endova.com.tr\/blog\/tr\/2026\/06\/15\/yapay-zeka-ve-buyuk-veri-big-data-ile-musteri-analitigi\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/endova.com.tr\/blog\/tr\/2026\/06\/15\/yapay-zeka-ve-buyuk-veri-big-data-ile-musteri-analitigi\/\",\"url\":\"https:\/\/endova.com.tr\/blog\/tr\/2026\/06\/15\/yapay-zeka-ve-buyuk-veri-big-data-ile-musteri-analitigi\/\",\"name\":\"Yapay Zeka ve B\u00fcy\u00fck Veri (Big Data) ile M\u00fc\u015fteri Analiti\u011fi - Endova Blog | Kurumsal Yaz\u0131l\u0131m, E-Ticaret Mobil Uygulama\",\"isPartOf\":{\"@id\":\"https:\/\/endova.com.tr\/blog\/tr\/#website\"},\"datePublished\":\"2026-06-15T02:00:34+00:00\",\"author\":{\"@id\":\"https:\/\/endova.com.tr\/blog\/tr\/#\/schema\/person\/8fbb58294990de1f7011477e36125bdd\"},\"breadcrumb\":{\"@id\":\"https:\/\/endova.com.tr\/blog\/tr\/2026\/06\/15\/yapay-zeka-ve-buyuk-veri-big-data-ile-musteri-analitigi\/#breadcrumb\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/endova.com.tr\/blog\/tr\/2026\/06\/15\/yapay-zeka-ve-buyuk-veri-big-data-ile-musteri-analitigi\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/endova.com.tr\/blog\/tr\/2026\/06\/15\/yapay-zeka-ve-buyuk-veri-big-data-ile-musteri-analitigi\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/endova.com.tr\/blog\/tr\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Yapay Zeka ve B\u00fcy\u00fck Veri (Big Data) ile M\u00fc\u015fteri Analiti\u011fi\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/endova.com.tr\/blog\/tr\/#website\",\"url\":\"https:\/\/endova.com.tr\/blog\/tr\/\",\"name\":\"Endova Blog | Kurumsal Yaz\u0131l\u0131m, E-Ticaret Mobil Uygulama\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/endova.com.tr\/blog\/tr\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"tr\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/endova.com.tr\/blog\/tr\/#\/schema\/person\/8fbb58294990de1f7011477e36125bdd\",\"name\":\"endova\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"tr\",\"@id\":\"https:\/\/endova.com.tr\/blog\/tr\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/9f6c2b1e984bfc0b02a2648656877fa133d9e69b85f91d9d11bd728150b67c0a?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/9f6c2b1e984bfc0b02a2648656877fa133d9e69b85f91d9d11bd728150b67c0a?s=96&d=mm&r=g\",\"caption\":\"endova\"},\"sameAs\":[\"https:\/\/endova.com.tr\/blog\/tr\"],\"url\":\"https:\/\/endova.com.tr\/blog\/tr\/author\/endova\/\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Yapay Zeka ve B\u00fcy\u00fck Veri (Big Data) ile M\u00fc\u015fteri Analiti\u011fi - Endova Blog | Kurumsal Yaz\u0131l\u0131m, E-Ticaret Mobil Uygulama","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/endova.com.tr\/blog\/tr\/2026\/06\/15\/yapay-zeka-ve-buyuk-veri-big-data-ile-musteri-analitigi\/","og_locale":"tr_TR","og_type":"article","og_title":"Yapay Zeka ve B\u00fcy\u00fck Veri (Big Data) ile M\u00fc\u015fteri Analiti\u011fi","og_description":"G\u00fcn\u00fcm\u00fcz\u00fcn rekabet\u00e7i i\u015f d\u00fcnyas\u0131nda, m\u00fc\u015fteriyi anlamak ve onlarla etkile\u015fim kurmak her zamankinden daha kritik bir hale geldi. Art\u0131k sadece iyi bir \u00fcr\u00fcn veya hizmet sunmak yeterli de\u011fil; m\u00fc\u015fterilerin beklentilerini a\u015fmak, ki\u015fiselle\u015ftirilmi\u015f deneyimler sunmak ve sadakatlerini kazanmak gerekiyor.","og_url":"https:\/\/endova.com.tr\/blog\/tr\/2026\/06\/15\/yapay-zeka-ve-buyuk-veri-big-data-ile-musteri-analitigi\/","og_site_name":"Endova Blog | Kurumsal Yaz\u0131l\u0131m, E-Ticaret Mobil Uygulama","article_published_time":"2026-06-15T02:00:34+00:00","author":"endova","twitter_card":"summary_large_image","twitter_misc":{"Yazan:":"endova","Tahmini okuma s\u00fcresi":"7 dakika"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/endova.com.tr\/blog\/tr\/2026\/06\/15\/yapay-zeka-ve-buyuk-veri-big-data-ile-musteri-analitigi\/#article","isPartOf":{"@id":"https:\/\/endova.com.tr\/blog\/tr\/2026\/06\/15\/yapay-zeka-ve-buyuk-veri-big-data-ile-musteri-analitigi\/"},"author":{"name":"endova","@id":"https:\/\/endova.com.tr\/blog\/tr\/#\/schema\/person\/8fbb58294990de1f7011477e36125bdd"},"headline":"Yapay Zeka ve B\u00fcy\u00fck Veri (Big Data) ile M\u00fc\u015fteri Analiti\u011fi","datePublished":"2026-06-15T02:00:34+00:00","mainEntityOfPage":{"@id":"https:\/\/endova.com.tr\/blog\/tr\/2026\/06\/15\/yapay-zeka-ve-buyuk-veri-big-data-ile-musteri-analitigi\/"},"wordCount":1370,"commentCount":0,"inLanguage":"tr","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/endova.com.tr\/blog\/tr\/2026\/06\/15\/yapay-zeka-ve-buyuk-veri-big-data-ile-musteri-analitigi\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/endova.com.tr\/blog\/tr\/2026\/06\/15\/yapay-zeka-ve-buyuk-veri-big-data-ile-musteri-analitigi\/","url":"https:\/\/endova.com.tr\/blog\/tr\/2026\/06\/15\/yapay-zeka-ve-buyuk-veri-big-data-ile-musteri-analitigi\/","name":"Yapay Zeka ve B\u00fcy\u00fck Veri (Big Data) ile M\u00fc\u015fteri Analiti\u011fi - Endova Blog | Kurumsal Yaz\u0131l\u0131m, E-Ticaret Mobil Uygulama","isPartOf":{"@id":"https:\/\/endova.com.tr\/blog\/tr\/#website"},"datePublished":"2026-06-15T02:00:34+00:00","author":{"@id":"https:\/\/endova.com.tr\/blog\/tr\/#\/schema\/person\/8fbb58294990de1f7011477e36125bdd"},"breadcrumb":{"@id":"https:\/\/endova.com.tr\/blog\/tr\/2026\/06\/15\/yapay-zeka-ve-buyuk-veri-big-data-ile-musteri-analitigi\/#breadcrumb"},"inLanguage":"tr","potentialAction":[{"@type":"ReadAction","target":["https:\/\/endova.com.tr\/blog\/tr\/2026\/06\/15\/yapay-zeka-ve-buyuk-veri-big-data-ile-musteri-analitigi\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/endova.com.tr\/blog\/tr\/2026\/06\/15\/yapay-zeka-ve-buyuk-veri-big-data-ile-musteri-analitigi\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/endova.com.tr\/blog\/tr\/"},{"@type":"ListItem","position":2,"name":"Yapay Zeka ve B\u00fcy\u00fck Veri (Big Data) ile M\u00fc\u015fteri Analiti\u011fi"}]},{"@type":"WebSite","@id":"https:\/\/endova.com.tr\/blog\/tr\/#website","url":"https:\/\/endova.com.tr\/blog\/tr\/","name":"Endova Blog | Kurumsal Yaz\u0131l\u0131m, E-Ticaret Mobil Uygulama","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/endova.com.tr\/blog\/tr\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"tr"},{"@type":"Person","@id":"https:\/\/endova.com.tr\/blog\/tr\/#\/schema\/person\/8fbb58294990de1f7011477e36125bdd","name":"endova","image":{"@type":"ImageObject","inLanguage":"tr","@id":"https:\/\/endova.com.tr\/blog\/tr\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/9f6c2b1e984bfc0b02a2648656877fa133d9e69b85f91d9d11bd728150b67c0a?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/9f6c2b1e984bfc0b02a2648656877fa133d9e69b85f91d9d11bd728150b67c0a?s=96&d=mm&r=g","caption":"endova"},"sameAs":["https:\/\/endova.com.tr\/blog\/tr"],"url":"https:\/\/endova.com.tr\/blog\/tr\/author\/endova\/"}]}},"yoast_meta":{"yoast_wpseo_title":"","yoast_wpseo_metadesc":"","yoast_wpseo_canonical":""},"_links":{"self":[{"href":"https:\/\/endova.com.tr\/blog\/tr\/wp-json\/wp\/v2\/posts\/1283","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/endova.com.tr\/blog\/tr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/endova.com.tr\/blog\/tr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/endova.com.tr\/blog\/tr\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/endova.com.tr\/blog\/tr\/wp-json\/wp\/v2\/comments?post=1283"}],"version-history":[{"count":0,"href":"https:\/\/endova.com.tr\/blog\/tr\/wp-json\/wp\/v2\/posts\/1283\/revisions"}],"wp:attachment":[{"href":"https:\/\/endova.com.tr\/blog\/tr\/wp-json\/wp\/v2\/media?parent=1283"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/endova.com.tr\/blog\/tr\/wp-json\/wp\/v2\/categories?post=1283"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/endova.com.tr\/blog\/tr\/wp-json\/wp\/v2\/tags?post=1283"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}