{"id":48732,"date":"2026-03-27T11:48:17","date_gmt":"2026-03-27T11:48:17","guid":{"rendered":"https:\/\/alienroad.com\/uncategorized-az\/evaluating-prorata-ai-for-ai-advertising-optimization-in-att-2\/"},"modified":"2026-03-29T12:19:20","modified_gmt":"2026-03-29T12:19:20","slug":"evaluating-prorata-ai-for-ai-advertising-optimization-in-att-2","status":"publish","type":"post","link":"https:\/\/alienroad.com\/az\/ai-advertising-optimization-2\/evaluating-prorata-ai-for-ai-advertising-optimization-in-att-2\/","title":{"rendered":"Atribusiya \u0130dar\u0259li \u00d6l\u00e7m\u0259d\u0259 AI Reklam Optimizasiyas\u0131 \u00fc\u00e7\u00fcn Prorata.ai-nin Qiym\u0259tl\u0259ndirilm\u0259si"},"content":{"rendered":"<p>R\u0259q\u0259msal marketinqin inki\u015faf ed\u0259n m\u0259nz\u0259r\u0259sind\u0259 biznesl\u0259r reklam strategiyalar\u0131n\u0131 t\u0259kmill\u0259\u015fdirm\u0259k v\u0259 reklam x\u0259rcl\u0259rind\u0259n qaytarma nisb\u0259tini maksimuma \u00e7atd\u0131rmaq \u00fc\u00e7\u00fcn g\u00fccl\u00fc al\u0259tl\u0259r axtar\u0131rlar. Attribusiya idar\u0259li reklam \u00f6l\u00e7m\u0259sind\u0259 Prorata.ai-nin qiym\u0259tl\u0259ndirilm\u0259si onun AI reklam optimizasiyas\u0131 \u00fc\u00e7\u00fcn oyun d\u0259yi\u015f\u0259n kimi potensial\u0131n\u0131 ortaya qoyur. Bu platform s\u00fcni intellektd\u0259n istifad\u0259 ed\u0259r\u0259k m\u00fcr\u0259kk\u0259b istifad\u0259\u00e7i s\u0259yah\u0259tl\u0259rini t\u0259hlil edir, \u00e7evirm\u0259l\u0259ri \u00e7oxsayl\u0131 toxunu\u015f n\u00f6qt\u0259l\u0259rind\u0259 d\u0259qiq \u015f\u0259kild\u0259 aid edir. \u018fn\u0259n\u0259vi \u00f6l\u00e7m\u0259 \u00fcsullar\u0131 \u00e7oxkanall\u0131 qar\u015f\u0131l\u0131ql\u0131 \u0259laq\u0259l\u0259rin inc\u0259likl\u0259rini tutmaqda tez-tez q\u00fcsurlu olur, bu da dezinformasiya v\u0259 s\u0259m\u0259r\u0259siz b\u00fcdc\u0259 paylanmas\u0131na s\u0259b\u0259b olur. Prorata.ai bu probleml\u0259ri h\u0259ll edir, b\u00f6y\u00fck veril\u0259nl\u0259r siyah\u0131lar\u0131n\u0131 real vaxtda emal ed\u0259n qabaqc\u0131l alqoritml\u0259rd\u0259n istifad\u0259 ed\u0259r\u0259k marketinq\u00e7il\u0259r\u0259 praktiki k\u0259\u015ffiyyatlar t\u0259qdim edir.<\/p>\n<p>Atribusiya idar\u0259li \u00f6l\u00e7m\u0259nin \u0259sas\u0131nda m\u00fcxt\u0259lif reklam t\u0259sirl\u0259rinin son \u00e7evirm\u0259l\u0259r\u0259 t\u0259sirini modell\u0259\u015fdirm\u0259k yerl\u0259\u015fir. Prorata.ai burada ma\u015f\u0131n \u00f6yr\u0259nm\u0259si modell\u0259rini inteqrasiya ed\u0259r\u0259k son klik atribusiyas\u0131ndan k\u0259nara \u00e7\u0131x\u0131r, tam m\u00fc\u015ft\u0259ri yolunu n\u0259z\u0259r\u0259 al\u0131r. M\u0259s\u0259l\u0259n, o, bir g\u00f6st\u0259ric\u0131 reklam\u0131n ilkin mara\u011f\u0131 oyatmas\u0131 v\u0259 ya axtar\u0131\u015f reklam\u0131n\u0131n m\u00fcqavil\u0259ni ba\u011flamas\u0131 olub-olmad\u0131\u011f\u0131n\u0131 m\u00fc\u0259yy\u0259nl\u0259\u015fdir\u0259 bil\u0259r, d\u0259qiq kredit paylanmas\u0131n\u0131 t\u0259min edir. Bu t\u0259hlilin d\u0259rinliyi AI reklam optimizasiyas\u0131 \u00fc\u00e7\u00fcn vacibdir, \u00e7\u00fcnki kampaniya <a href=\"https:\/\/alienroad.com\/tr\/ai-optimization-2\/yapay-zeka-reklam-optimizasyonu-uzun-kuyruklu-anahtar-kelimeleri-rufus-ai-ile-entegrasyon-ustun-kampanya-performansi\/\">performans\u0131<\/a>n\u0131 yax\u015f\u0131la\u015fd\u0131ran veril\u0259nl\u0259r\u0259 \u0259saslanan d\u00fcz\u0259li\u015fl\u0259r\u0259 imkan verir. Bel\u0259 al\u0259tl\u0259rd\u0259n istifad\u0259 ed\u0259n biznesl\u0259r \u00e7evirm\u0259 nisb\u0259tl\u0259rind\u0259 30%-\u0259 q\u0259d\u0259r yax\u015f\u0131la\u015fma qeyd edirl\u0259r, bu da reklam s\u0259yl\u0259rinin sad\u0259l\u0259\u015fdirilm\u0259sind\u0259 AI-nin d\u0259y\u0259rini vur\u011fulay\u0131r.<\/p>\n<p>Bundan \u0259lav\u0259, Prorata.ai-nin real vaxtl\u0131 performans t\u0259hlilin\u0259 fokuslanmas\u0131 k\u0259\u015ffiyyatlar\u0131n retrospektiv deyil, proaktiv olmas\u0131n\u0131 t\u0259min edir. Marketinq\u00e7il\u0259r klikl\u0259r \u00fczr\u0259 ke\u00e7m\u0259 nisb\u0259tl\u0259ri v\u0259 qat\u0131lma s\u0259viyy\u0259l\u0259ri kimi \u0259sas g\u00f6st\u0259ricil\u0259ri an\u0131nda izl\u0259y\u0259 bil\u0259rl\u0259r, tekil\u0259ri v\u0259 ya kreativl\u0259ri d\u0259rhal d\u00fcz\u0259ld\u0259 bil\u0259rl\u0259r. Bu \u00e7eviklik e-ticar\u0259t kimi s\u00fcr\u0259tli m\u00fchitl\u0259rd\u0259 x\u00fcsusil\u0259 faydal\u0131d\u0131r, burada trendl\u0259r s\u00fcr\u0259tl\u0259 d\u0259yi\u015fir. Auditoriya seqmentasiyas\u0131n\u0131 inteqrasiya ed\u0259r\u0259k platform demografik, davran\u0131\u015f v\u0259 kontekstual veril\u0259nl\u0259r\u0259 \u0259saslanan t\u00f6vsiy\u0259l\u0259ri f\u0259rdil\u0259\u015fdirir, x\u00fcsusi istifad\u0259\u00e7i seqmentl\u0259ri il\u0259 rezonans yaradan f\u0259rdil\u0259\u015fdirilmi\u015f reklam t\u0259klifl\u0259rini t\u0259\u015fviq edir. N\u0259tic\u0259d\u0259, Prorata.ai-nin qiym\u0259tl\u0259ndirilm\u0259si \u00e7evirm\u0259 nisb\u0259tl\u0259rinin yax\u015f\u0131la\u015fd\u0131r\u0131lmas\u0131 v\u0259 avtomatla\u015fd\u0131r\u0131lm\u0131\u015f b\u00fcdc\u0259 idar\u0259sind\u0259 onun rolunu vur\u011fulay\u0131r, onu m\u00fcasir reklam strategiyalar\u0131 \u00fc\u00e7\u00fcn vacib aktiv kimi m\u00f6vqel\u0259ndirir.<\/p>\n<h2>Atribusiya \u0130dar\u0259li Reklam \u00d6l\u00e7m\u0259sinin Anla\u015f\u0131lmas\u0131<\/h2>\n<p>Atribusiya idar\u0259li reklam \u00f6l\u00e7m\u0259si marketinq kampaniyalar\u0131n\u0131n effektivliyini qiym\u0259tl\u0259ndirm\u0259k \u00fc\u00e7\u00fcn m\u00fcr\u0259kk\u0259b yana\u015fmad\u0131r. Yaln\u0131z son qar\u015f\u0131l\u0131q kreditl\u0259\u015fdir\u0259n sad\u0259 modell\u0259rd\u0259n f\u0259rqli olaraq, bu \u00fcsul d\u0259y\u0259ri b\u00fct\u00fcn \u00e7evirm\u0259 funnelsin\u0259 paylay\u0131r, reklam t\u0259sirinin b\u00fct\u00fcn\u00f6l\u00fcml\u00fc g\u00f6r\u00fcn\u00fc\u015f\u00fcn\u00fc t\u0259qdim edir. Prorata.ai bunu istifad\u0259\u00e7i davran\u0131\u015f\u0131n\u0131 simulyasiya ed\u0259n v\u0259 atribusiya \u00e7\u0259kil\u0259rini dinamik olaraq proqnozla\u015fd\u0131ran AI g\u00fccl\u00fc modell\u0259r vasit\u0259sil\u0259 i\u015f\u0259 sal\u0131r.<\/p>\n<h3>Son Klikd\u0259n \u00c7ox Toxunu\u015fa Ke\u00e7idinin T\u0259kam\u00fcl\u00fc<\/h3>\n<p>Tarix\u0259n son klik atribusiyas\u0131 sad\u0259liyi s\u0259b\u0259bind\u0259n dominant idi, lakin o, tez-tez m\u0259lumatland\u0131rma reklamlar\u0131 kimi yuxar\u0131 funnel s\u0259yl\u0259rini a\u015fa\u011f\u0131 qiym\u0259tl\u0259ndirirdi. Prorata.ai bu paradigman\u0131 d\u0259yi\u015fdirir, AI il\u0259 g\u00fccl\u0259ndirilmi\u015f x\u0259tt v\u0259 ya vaxt-y\u0131pranma atribusiyas\u0131 kimi \u00e7ox toxunu\u015f modell\u0259rind\u0259n istifad\u0259 ed\u0259r\u0259k. M\u0259s\u0259l\u0259n, 10 toxunu\u015flu kampaniyada platform ilkin sosial media t\u0259sirin\u0259 20% kredit, yenid\u0259n h\u0259d\u0259fl\u0259m\u0259 e-po\u00e7tuna is\u0259 40% kredit ver\u0259 bil\u0259r, \u00e7evirm\u0259 ehtimal\u0131na \u0259sas\u0259n. Bu d\u0259qiqlik AI reklam optimizasiyas\u0131na k\u00f6m\u0259k edir, u\u011furun real s\u00fcr\u00fcc\u00fcl\u0259rini a\u00e7\u0131\u011fa qoyaraq marketinq\u00e7il\u0259rin \u00fcmumi ROAS-\u0131 art\u0131ran strategiyalar\u0131 t\u0259kmill\u0259\u015fdirm\u0259sin\u0259 imkan verir.<\/p>\n<h3>Prorata.ai-nin \u00d6l\u00e7m\u0259 M\u00fch\u0259rrikinin \u018fsas Komponentl\u0259ri<\/h3>\n<p>Prorata.ai-nin m\u00fch\u0259rriki veb analitika, CRM sisteml\u0259ri v\u0259 reklam platformalar\u0131 d\u0259st\u0259kli m\u00fcxt\u0259lif m\u0259nb\u0259l\u0259rd\u0259n veril\u0259nl\u0259ri inteqrasiya edir. O, natamam veril\u0259nl\u0259ri idar\u0259 etm\u0259k \u00fc\u00e7\u00fcn ehtimal modell\u0259\u015fdirm\u0259sind\u0259n istifad\u0259 edir, qeyri-m\u00fc\u0259yy\u0259n qar\u015f\u0131l\u0131qlar\u0131 y\u00fcks\u0259k d\u0259qiqlikl\u0259 t\u0259xmin edir. \u018fsas komponentl\u0259r sorunsuz API ba\u011flant\u0131lar\u0131 \u00fc\u00e7\u00fcn veril\u0259nl\u0259r q\u0259bul qat\u0131 v\u0259 petabayt m\u0259lumatlar\u0131 emal ed\u0259n AI n\u00fcv\u0259sini \u0259hat\u0259 edir. Dolay\u0131s\u0131 il\u0259 \u00e7evirm\u0259l\u0259r kimi g\u00f6st\u0259ricil\u0259r Prorata.ai istifad\u0259\u00e7il\u0259rinin k\u00f6hn\u0259 al\u0259tl\u0259r\u0259 nisb\u0259t\u0259n 25% daha y\u00fcks\u0259k d\u0259qiqlik \u0259ld\u0259 etdiyini g\u00f6st\u0259rir.<\/p>\n<h2>AI Reklam Optimizasiyas\u0131 \u00fc\u00e7\u00fcn Prorata.ai-nin \u018fsas X\u00fcsusiyy\u0259tl\u0259ri<\/h2>\n<p>Prorata.ai AI reklam optimizasiyas\u0131nda kampaniya s\u0259m\u0259r\u0259liliyini art\u0131rmaq \u00fc\u00e7\u00fcn n\u0259z\u0259rd\u0259 tutulmu\u015f x\u00fcsusiyy\u0259tl\u0259r paketi il\u0259 f\u0259rql\u0259nir. Bu al\u0259tl\u0259r routin tap\u015f\u0131r\u0131qlar\u0131 avtomatla\u015fd\u0131rmaqla yana\u015f\u0131, insan analitikl\u0259rinin g\u00f6zd\u0259n qa\u00e7\u0131ra bil\u0259c\u0259yi k\u0259\u015ffiyyatlar\u0131 a\u015fkar edir, performansda \u00f6l\u00e7\u00fcl\u0259 bil\u0259n yax\u015f\u0131la\u015fmalar yarad\u0131r.<\/p>\n<h3>AI il\u0259 G\u00fccl\u0259ndirilmi\u015f F\u0259rdil\u0259\u015fdirm\u0259 v\u0259 Reklam T\u0259klifl\u0259ri<\/h3>\n<p>Prorata.ai-nin x\u00fcsusiyy\u0259tl\u0259rind\u0259n biri auditoriya veril\u0259nl\u0259rin\u0259 \u0259saslanan f\u0259rdil\u0259\u015fdirilmi\u015f reklam t\u0259klifl\u0259ri yaratma qabiliyy\u0259tidir. Tarixi qar\u015f\u0131l\u0131qlar\u0131 t\u0259hlil ed\u0259r\u0259k AI f\u0259rdi \u00fcst\u00fcnl\u00fckl\u0259r\u0259 uy\u011fun kreativl\u0259r v\u0259 mesajla\u015fma t\u00f6vsiy\u0259 edir. M\u0259s\u0259l\u0259n, veril\u0259nl\u0259r seqmentin video m\u0259zmuna daha yax\u015f\u0131 reaksiya verdiyini g\u00f6st\u0259rs\u0259, Prorata.ai bel\u0259 formatlar\u0131 prioritetl\u0259\u015fdirir, qat\u0131lman\u0131 potensial olaraq 15-20% art\u0131r\u0131r. Bu f\u0259rdil\u0259\u015fdirm\u0259 \u00e7evirm\u0259 nisb\u0259tinin yax\u015f\u0131la\u015fd\u0131r\u0131lmas\u0131n\u0131 birba\u015fa d\u0259st\u0259kl\u0259yir, \u00e7\u00fcnki h\u0259d\u0259fl\u0259nmi\u015f reklamlar istifad\u0259\u00e7i niyy\u0259ti il\u0259 uy\u011fun g\u0259lir.<\/p>\n<h3>\u018fsas Reklam Platformalar\u0131 il\u0259 \u0130nteqrasiya<\/h3>\n<p>Google Ads v\u0259 Facebook kimi platformalarla sorunsuz inteqrasiya optimizasiya s\u0259yl\u0259rinin platforma-agnostik olmas\u0131n\u0131 t\u0259min edir. Prorata.ai canl\u0131 veril\u0259nl\u0259ri \u00e7\u0259k\u0259r\u0259k atribusiya k\u0259\u015ffiyyatlar\u0131n\u0131 ekosisteml\u0259r \u00fczr\u0259 t\u0259tbiq edir, birl\u0259\u015fmi\u015f hesabatland\u0131rma t\u0259min edir. A\u015fa\u011f\u0131dak\u0131 c\u0259dv\u0259l uy\u011funlu\u011fu g\u00f6st\u0259rir:<\/p>\n<table>\n<thead>\n<tr>\n<th>Platforma<\/th>\n<th>\u0130nteqrasiya N\u00f6v\u00fc<\/th>\n<th>\u018fsas Fayda<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Google Ads<\/td>\n<td>API Birba\u015fa<\/td>\n<td>Real vaxtl\u0131 tekil d\u00fcz\u0259li\u015fl\u0259ri<\/td>\n<\/tr>\n<tr>\n<td>Facebook Ads<\/td>\n<td>Webhook<\/td>\n<td>Yenid\u0259n h\u0259d\u0259fl\u0259m\u0259 \u00fc\u00e7\u00fcn auditoriya sinxronizasiyas\u0131<\/td>\n<\/tr>\n<tr>\n<td>LinkedIn Ads<\/td>\n<td>X\u00fcsusi Konnektor<\/td>\n<td>B2B lider atribusiyas\u0131<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>Bu qar\u015f\u0131l\u0131ql\u0131 \u0259laq\u0259 AI reklam optimizasiyas\u0131n\u0131 g\u00fccl\u0259ndirir, uy\u011fun strategiya yarad\u0131r.<\/p>\n<h2>Prorata.ai il\u0259 Real Vaxtl\u0131 Performans T\u0259hlili<\/h2>\n<p>Real vaxtl\u0131 performans t\u0259hlili bu g\u00fcn reklam m\u0259nz\u0259r\u0259sind\u0259 m\u00fch\u00fcm rol oynay\u0131r, burada gecikm\u0259l\u0259r f\u00fcrs\u0259tl\u0259rin itirilm\u0259sin\u0259 s\u0259b\u0259b ola bil\u0259r. Prorata.ai bunu dashboard vasit\u0259sil\u0259 t\u0259qdim edir, kampaniya g\u00f6st\u0259ricil\u0259rinin canl\u0131 vizualizasiyalar\u0131n\u0131 v\u0259 proqnozla\u015fd\u0131r\u0131c\u0131 x\u0259b\u0259rdarl\u0131qlar\u0131 t\u0259klif edir.<\/p>\n<h3>An\u0131nda K\u0259\u015ffiyyatlar \u00fc\u00e7\u00fcn AI-d\u0259n \u0130stifad\u0259<\/h3>\n<p>AI optimizasiya prosesini g\u00fccl\u0259ndirir, veril\u0259nl\u0259r ax\u0131nlar\u0131n\u0131 emal ed\u0259r\u0259k anomaliyalar\u0131 d\u0259rhal m\u00fc\u0259yy\u0259nl\u0259\u015fdirir. M\u0259s\u0259l\u0259n, co\u011frafi seqmentd\u0259 klikl\u0259r \u00fczr\u0259 ke\u00e7m\u0259 nisb\u0259ti 10% d\u00fc\u015fs\u0259, Prorata.ai bunu d\u0259qiq\u0259l\u0259r i\u00e7ind\u0259 qeyd edir, fasil\u0259l\u0259r v\u0259 ya yenid\u0259n paylanmalar t\u0259klif edir. \u0130stifad\u0259\u00e7il\u0259r bu vaxt\u0131nda m\u00fcdaxil\u0259l\u0259r s\u0259b\u0259bind\u0259n s\u0259rf\u0259l\u0259nmi\u015f x\u0259rcl\u0259rd\u0259 40% azalma qeyd edirl\u0259r, real vaxtl\u0131 t\u0259hlilin reaktiv marketinqi proaktiv optimizasiyaya \u00e7evirm\u0259sini vur\u011fulay\u0131r.<\/p>\n<h3>Strateji Q\u0259rarlar \u00fc\u00e7\u00fcn G\u00f6st\u0259ricil\u0259rin Vizualizasiyas\u0131<\/h3>\n<p>Platforman\u0131n interfeysi qazanma x\u0259rci v\u0259 ROAS kimi g\u00f6st\u0259ricil\u0259r \u00fc\u00e7\u00fcn interaktiv qrafikl\u0259ri \u0259hat\u0259 edir. G\u00fccl\u00fc \u00e7a\u011f\u0131r\u0131\u015f-\u0259m\u0259l: Prorata.ai-ni bu g\u00fcn t\u0259tbiq edin, kampaniyalar\u0131n\u0131z\u0131 ir\u0259li aparan real vaxtl\u0131 k\u0259\u015ffiyyatlar\u0131 a\u00e7\u0131n. Konkret n\u00fcmun\u0259l\u0259r A\/B testl\u0259rind\u0259 35% ROAS art\u0131m\u0131n\u0131 izl\u0259m\u0259yi \u0259hat\u0259 edir, burada AI variantlardak\u0131 f\u0259rql\u0259ri real vaxtda t\u0259hlil ed\u0259r\u0259k y\u00fcks\u0259k performansl\u0131 variantlar\u0131 \u00fcst\u00fcn tutur.<\/p>\n<h2>Auditoriya Seqmentasiyas\u0131n\u0131n v\u0259 \u00c7evirm\u0259 Nisb\u0259tl\u0259rinin Yax\u015f\u0131la\u015fd\u0131r\u0131lmas\u0131<\/h2>\n<p>Auditoriya seqmentasiyas\u0131 effektiv reklam\u0131n q\u0259lbind\u0259 yerl\u0259\u015fir v\u0259 Prorata.ai bunu AI g\u00fccl\u00fc d\u0259qiqlikl\u0259 y\u00fcks\u0259ldir. \u0130stifad\u0259\u00e7il\u0259ri inc\u0259 davran\u0131\u015flara \u0259sas\u0259n qrupla\u015fd\u0131raraq platform h\u0259d\u0259fl\u0259nmi\u015f kampaniyalar\u0131 asanla\u015fd\u0131r\u0131r, daha y\u00fcks\u0259k qat\u0131lma v\u0259 \u00e7evirm\u0259l\u0259r \u0259ld\u0259 edir.<\/p>\n<h3>\u0130r\u0259li S\u0259viyy\u0259li Seqmentasiya Texnikalar\u0131<\/h3>\n<p>Prorata.ai demografiyadan k\u0259nara \u00e7\u0131xan seqmentl\u0259r yaratmaq \u00fc\u00e7\u00fcn klasterl\u0259\u015fm\u0259 alqoritml\u0259rind\u0259n istifad\u0259 edir, psixiqrafika v\u0259 al\u0131\u015f tarix\u00e7\u0259sini inteqrasiya edir. Bu qiym\u0259t-h\u0259ssas qruplar \u00fc\u00e7\u00fcn dinamik qiym\u0259t g\u00f6st\u0259ricil\u0259ri kimi f\u0259rdil\u0259\u015fdirilmi\u015f reklam t\u0259klifl\u0259rin\u0259 imkan verir. \u00c7evirm\u0259l\u0259ri art\u0131rmaq strategiyalar\u0131 seqmentl\u0259ri atribusiya veril\u0259nl\u0259ri il\u0259 qatla\u015fd\u0131rma\u011f\u0131 \u0259hat\u0259 edir, seqmentl\u0259\u015fdirilmi\u015f kampaniyalarda orta hesabla 28% yax\u015f\u0131la\u015fma n\u0259tic\u0259sind\u0259.<\/p>\n<h3>\u00c7evirm\u0259l\u0259ri v\u0259 ROAS-\u0131 Art\u0131rmaq Strategiyalar\u0131<\/h3>\n<p>\u00c7evirm\u0259l\u0259ri art\u0131rmaq \u00fc\u00e7\u00fcn Prorata.ai atribusiya modell\u0259rin\u0259 \u0259saslanan reklam ard\u0131c\u0131ll\u0131\u011f\u0131n\u0131 t\u00f6vsiy\u0259 edir, ilkin toxunu\u015flar\u0131 g\u00fccl\u0259ndir\u0259n izl\u0259m\u0259l\u0259ri t\u0259min edir. ROAS \u00fc\u00e7\u00fcn o, b\u00fcdc\u0259l\u0259ri y\u00fcks\u0259k atribusiya kanallar\u0131na k\u00f6\u00e7\u00fcr\u0259r\u0259k optimalla\u015fd\u0131r\u0131r. N\u00fcmun\u0259: Bir p\u0259rak\u0259nd\u0259 m\u00fc\u015ft\u0259ri video reklamlara 20% b\u00fcdc\u0259 k\u00f6\u00e7\u00fcr\u0259r\u0259k ROAS-\u0131 4:1-d\u0259n 7:1-\u0259 qald\u0131rd\u0131, onlar\u0131 \u0259sas \u00e7eviricil\u0259r kimi m\u00fc\u0259yy\u0259nl\u0259\u015fdir\u0259r\u0259k.<\/p>\n<ul>\n<li>Y\u00fcks\u0259k d\u0259y\u0259rli seqmentl\u0259ri erk\u0259n m\u00fc\u0259yy\u0259nl\u0259\u015fdirin.<\/li>\n<li>Seqmentl\u0259r daxilind\u0259 reklam variantlar\u0131n\u0131 test edin.<\/li>\n<li>Optimizasiyadan sonra atribusiya d\u0259yi\u015fiklikl\u0259rini izl\u0259yin.<\/li>\n<\/ul>\n<h2>Prorata.ai-d\u0259 Avtomatla\u015fd\u0131r\u0131lm\u0131\u015f B\u00fcdc\u0259 \u0130dar\u0259si<\/h2>\n<p>Avtomatla\u015fd\u0131r\u0131lm\u0131\u015f b\u00fcdc\u0259 idar\u0259si \u0259m\u0259liyyatlar\u0131 sad\u0259l\u0259\u015fdirir, AI-ya performans siqnallar\u0131na \u0259saslanan dinamik paylanmalar\u0131 idar\u0259 etm\u0259y\u0259 imkan verir. Prorata.ai-nin alqoritml\u0259ri x\u0259rcl\u0259ri performans siqnallar\u0131na uy\u011funla\u015fd\u0131r\u0131r, daimi n\u0259zar\u0259tsiz s\u0259m\u0259r\u0259liliyi t\u0259min edir.<\/p>\n<h3>AI G\u00fccl\u00fc Paylanma Qaydalar\u0131<\/h3>\n<p>Sistem a\u015fa\u011f\u0131 performansl\u0131 kanallar\u0131 b\u00fcdc\u0259nin 10%-\u0131 il\u0259 m\u0259hdudla\u015fd\u0131rma kimi qaydalar qoyur, qalibl\u0259ri proporsional \u015f\u0259kild\u0259 miqyaslay\u0131r. Real vaxtl\u0131 t\u0259hlill\u0259 inteqrasiya olunmu\u015f o, art\u0131q x\u0259rcl\u0259ri qar\u015f\u0131laya, istifad\u0259\u00e7il\u0259r s\u0259m\u0259r\u0259liliyd\u0259 22% art\u0131m qeyd edirl\u0259r. F\u0259rdil\u0259\u015fdirilmi\u015f t\u0259klifl\u0259r laz\u0131m olduqda \u0259l il\u0259 m\u00fcdaxil\u0259l\u0259ri b\u0259l\u0259d\u00e7il\u0259\u015fdirir.<\/p>\n<h3>\u00dcmumi ROI-ya T\u0259sirinin \u00d6l\u00e7\u00fcl\u0259nm\u0259si<\/h3>\n<p>Dashboardlar vasit\u0259sil\u0259 avtomatla\u015fd\u0131rman\u0131n ROI-ya t\u0259sirini izl\u0259yin, standartlar 15-25% qazanclar g\u00f6st\u0259rir. M\u0259s\u0259l\u0259n, alt\u0131 ayl\u0131q s\u0131naqda avtomatla\u015fd\u0131r\u0131lm\u0131\u015f idar\u0259 \u0259l m\u00fcdaxil\u0259l\u0259rini 60% azald\u0131b ROAS-\u0131 18% yax\u015f\u0131la\u015fd\u0131rd\u0131.<\/p>\n<h2>Reklamda Prorata.ai-nin Strateji \u0130cra Edilm\u0259si v\u0259 G\u0259l\u0259c\u0259k \u0130stiqam\u0259tl\u0259ri<\/h2>\n<p>G\u0259l\u0259c\u0259y\u0259 baxanda Prorata.ai-nin strateji icras\u0131 onu daha geni\u015f martech stackl\u0259rin\u0259 inteqrasiya etm\u0259yi \u0259hat\u0259 edir, davaml\u0131 art\u0131m \u00fc\u00e7\u00fcn. AI inki\u015faf etdikc\u0259 platforman\u0131n yenil\u0259nm\u0259l\u0259ri daha d\u0259rin atribusiya modell\u0259\u015fdirm\u0259sini v\u0259d edir, s\u0259sli axtar\u0131\u015f qar\u015f\u0131l\u0131qlar\u0131 kimi yeni veril\u0259nl\u0259ri inteqrasiya edir. Biznesl\u0259r komandalar\u0131 onun analitikas\u0131 \u00fczr\u0259 t\u0259liml\u0259m\u0259yi prioritetl\u0259\u015fdirm\u0259lidirl\u0259r, AI reklam optimizasiyas\u0131n\u0131 tam istifad\u0259 etm\u0259k \u00fc\u00e7\u00fcn. Son t\u0259hlild\u0259 Prorata.ai reklam n\u0259tic\u0259l\u0259rini yaln\u0131z \u00f6l\u00e7m\u00fcr, h\u0259m d\u0259 proqnozla\u015fd\u0131r\u0131r, innovativ kampaniyalar \u00fc\u00e7\u00fcn s\u0259hn\u0259 qurur. Alien Road-da biz \u00f6z\u00fcm\u00fcz\u00fc Prorata.ai kimi al\u0259tl\u0259rin f\u0259rdil\u0259\u015fdirilmi\u015f t\u0259tbiql\u0259ri vasit\u0259sil\u0259 biznesl\u0259r\u0259 AI reklam optimizasiyas\u0131n\u0131 m\u0259nims\u0259tm\u0259kd\u0259 ekspert konsaltinq \u015firk\u0259ti kimi m\u00f6vqel\u0259ndiririk. Reklam \u00f6l\u00e7m\u0259nizi y\u00fcks\u0259ldib misilsiz n\u0259tic\u0259l\u0259r \u0259ld\u0259 etm\u0259k \u00fc\u00e7\u00fcn bu g\u00fcn strateji konsaltasiya \u00fc\u00e7\u00fcn biziml\u0259 \u0259laq\u0259 saxlay\u0131n.<\/p>\n<h2>Atribusiya \u0130dar\u0259li Reklam \u00d6l\u00e7m\u0259sind\u0259 Prorata.ai-nin Qiym\u0259tl\u0259ndirilm\u0259si Haqq\u0131nda Tez-Tez Veril\u0259n Suallar<\/h2>\n<h3>Prorata.ai n\u0259dir v\u0259 o AI reklam optimizasiyas\u0131n\u0131 nec\u0259 d\u0259st\u0259kl\u0259yir?<\/h3>\n<p>Prorata.ai toxunu\u015f n\u00f6qt\u0259l\u0259ri \u00fczr\u0259 \u00e7evirm\u0259l\u0259ri d\u0259qiq aid etm\u0259kl\u0259 reklam kampaniyalar\u0131n\u0131 optimalla\u015fd\u0131rmaq \u00fc\u00e7\u00fcn n\u0259z\u0259rd\u0259 tutulmu\u015f atribusiya idar\u0259li reklam \u00f6l\u00e7m\u0259sind\u0259 ixtisasla\u015fm\u0131\u015f AI g\u00fccl\u00fc platformad\u0131r. O, istifad\u0259\u00e7i s\u0259yah\u0259tl\u0259rini real vaxtda t\u0259hlil etm\u0259k \u00fc\u00e7\u00fcn ma\u015f\u0131n \u00f6yr\u0259nm\u0259sind\u0259n istifad\u0259 ed\u0259r\u0259k AI reklam optimizasiyas\u0131n\u0131 d\u0259st\u0259kl\u0259yir, ROAS v\u0259 \u00e7evirm\u0259 nisb\u0259tl\u0259ri kimi performans g\u00f6st\u0259ricil\u0259rini yax\u015f\u0131la\u015fd\u0131ran d\u00fcz\u0259li\u015fl\u0259r\u0259 imkan verir. Biznesl\u0259r \u00fc\u00e7\u00fcn bu t\u0259xminl\u0259rd\u0259n veril\u0259nl\u0259r\u0259 \u0259saslanan q\u0259rarlara ke\u00e7id dem\u0259kdir, kampaniya s\u0259m\u0259r\u0259liliyini 30%-\u0259 q\u0259d\u0259r yax\u015f\u0131la\u015fd\u0131ra bil\u0259n avtomatla\u015fd\u0131r\u0131lm\u0131\u015f k\u0259\u015ffiyyatlar x\u00fcsusiyy\u0259tl\u0259ri il\u0259.<\/p>\n<h3>Atribusiya idar\u0259li \u00f6l\u00e7m\u0259 \u0259n\u0259n\u0259vi \u00fcsullardan nec\u0259 f\u0259rql\u0259nir?<\/h3>\n<p>Prorata.ai-d\u0259 atribusiya idar\u0259li \u00f6l\u00e7m\u0259 reklam qar\u015f\u0131l\u0131qlar\u0131n\u0131n tam t\u0259sirini qiym\u0259tl\u0259ndirir, son klik\u0259 fokuslanan \u0259n\u0259n\u0259vi \u00fcsullardan f\u0259rqli olaraq. O, kreditni proporsional paylamaq \u00fc\u00e7\u00fcn \u00e7ox toxunu\u015f modell\u0259rind\u0259n istifad\u0259 edir, gizli t\u0259sirl\u0259ri a\u00e7an h\u0259rt\u0259r\u0259fli g\u00f6r\u00fcn\u00fc\u015f t\u0259qdim edir. Bu daha d\u0259qiq b\u00fcdc\u0259l\u0259\u015fdirm\u0259 v\u0259 h\u0259d\u0259fl\u0259m\u0259y\u0259 s\u0259b\u0259b olur, tez-tez t\u0259k toxunu\u015f yana\u015fmalar\u0131na nisb\u0259t\u0259n 25% daha yax\u015f\u0131 ROI n\u0259tic\u0259sind\u0259.<\/p>\n<h3>Prorata.ai-d\u0259 real vaxtl\u0131 performans t\u0259hlilinin rolu n\u0259dir?<\/h3>\n<p>Prorata.ai-d\u0259 real vaxtl\u0131 performans t\u0259hlili kampaniya g\u00f6st\u0259ricil\u0259rini an\u0131nda izl\u0259yir, d\u0259rhal optimizasiyalara imkan verir. AI il\u0259 veril\u0259nl\u0259r ax\u0131nlar\u0131n\u0131 emal ed\u0259r\u0259k trendl\u0259ri a\u015fkar edir, m\u0259s\u0259l\u0259n, azalan qat\u0131lman\u0131 v\u0259 t\u0259klifl\u0259r kimi h\u0259r\u0259k\u0259tl\u0259r, tekil d\u00fcz\u0259li\u015fl\u0259ri. Bu qabiliyy\u0259t reklam israf\u0131n\u0131 azald\u0131r v\u0259 dinamik bazarlarda s\u00fcr\u0259tli d\u00f6n\u00fc\u015fl\u0259ri d\u0259st\u0259kl\u0259yir, daha y\u00fcks\u0259k \u00e7evirm\u0259 nisb\u0259tl\u0259rin\u0259 t\u00f6hf\u0259 verir.<\/p>\n<h3>Prorata.ai auditoriya seqmentasiyas\u0131n\u0131 nec\u0259 yax\u015f\u0131la\u015fd\u0131ra bil\u0259r?<\/h3>\n<p>Prorata.ai davran\u0131\u015f v\u0259 kontekstual veril\u0259nl\u0259ri inteqrasiya ed\u0259n AI klasterl\u0259\u015fm\u0259si il\u0259 auditoriya seqmentasiyas\u0131n\u0131 yax\u015f\u0131la\u015fd\u0131r\u0131r, d\u0259qiq istifad\u0259\u00e7i qruplar\u0131 yarad\u0131r. Bu x\u00fcsusi seqmentl\u0259r\u0259 uy\u011fun m\u0259zmunu f\u0259rdil\u0259\u015fdir\u0259n f\u0259rdil\u0259\u015fdirilmi\u015f reklam t\u0259klifl\u0259rin\u0259 imkan verir, daha yax\u015f\u0131 uy\u011funluq t\u0259min edir. Bu x\u00fcsusiyy\u0259tl\u0259rd\u0259n istifad\u0259 ed\u0259n marketinq\u00e7il\u0259r tez-tez 20% qat\u0131lma art\u0131m\u0131 g\u00f6r\u00fcrl\u0259r, reklamlar f\u0259rdi \u00fcst\u00fcnl\u00fckl\u0259rl\u0259 daha uy\u011fun g\u0259ldiyi \u00fc\u00e7\u00fcn.<\/p>\n<h3>Prorata.ai \u00e7evirm\u0259 nisb\u0259tinin yax\u015f\u0131la\u015fd\u0131r\u0131lmas\u0131 \u00fc\u00e7\u00fcn hans\u0131 strategiyalar t\u0259klif edir?<\/h3>\n<p>Prorata.ai proqnozla\u015fd\u0131r\u0131c\u0131 analitika il\u0259 g\u00fccl\u0259ndirilmi\u015f atribusiya \u0259sasl\u0131 yenid\u0259n h\u0259d\u0259fl\u0259m\u0259 v\u0259 A\/B testl\u0259m\u0259 kimi strategiyalar t\u0259klif edir, \u00e7evirm\u0259 nisb\u0259tl\u0259rini art\u0131rmaq \u00fc\u00e7\u00fcn. Y\u00fcks\u0259k niyy\u0259tli seqmentl\u0259ri m\u00fc\u0259yy\u0259nl\u0259\u015fdir\u0259r\u0259k v\u0259 reklam ard\u0131c\u0131ll\u0131\u011f\u0131n\u0131 optimalla\u015fd\u0131raraq istifad\u0259\u00e7il\u0259ri daha effektiv funn\u0259ll\u0259r\u0259 y\u00f6n\u0259ldir. Konkret n\u0259tic\u0259l\u0259r veril\u0259nl\u0259r\u0259 \u0259saslanan kreativ v\u0259 vaxt d\u00fcz\u0259li\u015fl\u0259ri il\u0259 28%-\u0259 q\u0259d\u0259r \u00e7evirm\u0259 art\u0131mlar\u0131n\u0131 \u0259hat\u0259 edir.<\/p>\n<h3>Prorata.ai-d\u0259 avtomatla\u015fd\u0131r\u0131lm\u0131\u015f b\u00fcdc\u0259 idar\u0259si nec\u0259 i\u015fl\u0259yir?<\/h3>\n<p>Prorata.ai-d\u0259 avtomatla\u015fd\u0131r\u0131lm\u0131\u015f b\u00fcdc\u0259 idar\u0259si performans veril\u0259nl\u0259rin\u0259 \u0259saslanan AI alqoritml\u0259rind\u0259n istifad\u0259 ed\u0259r\u0259k v\u0259saiti dinamik paylay\u0131r, y\u00fcks\u0259k ROAS kanallar\u0131n\u0131 prioritetl\u0259\u015fdirir. O, x\u0259rcl\u0259ri miqyaslama v\u0259 ya fasil\u0259 verm\u0259 qaydalar\u0131n\u0131 qoyur, real vaxtl\u0131 t\u0259hlill\u0259 inteqrasiya olunmu\u015f cavabdehliyi t\u0259min edir. Bu avtomatla\u015fd\u0131rma \u0259l s\u0259yl\u0259rini 50% azalda bil\u0259r, \u00fcmumi s\u0259m\u0259r\u0259liliyi yax\u015f\u0131la\u015fd\u0131r\u0131r.<\/p>\n<h3>R\u0259qibl\u0259r\u0259 nisb\u0259t\u0259n AI reklam optimizasiyas\u0131 \u00fc\u00e7\u00fcn niy\u0259 Prorata.ai se\u00e7m\u0259k?<\/h3>\n<p>Prorata.ai qabaqc\u0131l \u00e7ox toxunu\u015f atribusiyas\u0131 v\u0259 sorunsuz inteqrasiyalar\u0131 s\u0259b\u0259bind\u0259n f\u0259rql\u0259nir, m\u00fcr\u0259kk\u0259b kampaniyalarda \u00fcst\u00fcn d\u0259qiqlik t\u0259klif edir. R\u0259qibl\u0259rd\u0259n f\u0259rqli olaraq, g\u0259l\u0259c\u0259k performans \u00fc\u00e7\u00fcn proqnoz modell\u0259\u015fdirm\u0259 t\u0259qdim edir, istifad\u0259\u00e7il\u0259r\u0259 probleml\u0259ri proqnozla\u015fd\u0131rma\u011fa k\u00f6m\u0259k edir. Standartlar ROAS qazanclar\u0131nda onun \u00fcst\u00fcn <a href=\"https:\/\/alienroad.com\/tr\/ai-optimization-2\/yapay-zeka-reklam-optimizasyonunda-ustalasme-kampanya-performansini-artiran-stratejiler\/\">performans\u0131n\u0131<\/a> g\u00f6st\u0259rir, miqyaslana bil\u0259n optimizasiya axtaran m\u00fc\u0259ssis\u0259l\u0259r \u00fc\u00e7\u00fcn ideal edir.<\/p>\n<h3>Prorata.ai-ni qiym\u0259tl\u0259ndir\u0259rk\u0259n istifad\u0259\u00e7il\u0259r hans\u0131 g\u00f6st\u0259ricil\u0259ri izl\u0259m\u0259lidirl\u0259r?<\/h3>\n<p>\u018fsas g\u00f6st\u0259ricil\u0259r dolay\u0131s\u0131 il\u0259 \u00e7evirm\u0259l\u0259r, ROAS v\u0259 kanallar \u00fczr\u0259 atribusiya paylanmalar\u0131n\u0131 \u0259hat\u0259 edir. Prorata.ai-nin dashboardu bunlar\u0131 vizualizasiya edir, istifad\u0259\u00e7il\u0259r\u0259 \u00e7evirm\u0259 funnellar\u0131na t\u0259siri qiym\u0259tl\u0259ndirm\u0259y\u0259 imkan verir. Bu sah\u0259l\u0259rd\u0259 15-25% art\u0131m izl\u0259m\u0259k onun AI optimizasiya x\u00fcsusiyy\u0259tl\u0259rinin u\u011furlu t\u0259tbiqini g\u00f6st\u0259rir.<\/p>\n<h3>Prorata.ai reklam \u00f6l\u00e7m\u0259sind\u0259 m\u0259lumat m\u0259xfiliyini nec\u0259 idar\u0259 edir?<\/h3>\n<p>Prorata.ai veril\u0259nl\u0259ri anonimli\u015fdirm\u0259 v\u0259 t\u0259hl\u00fck\u0259siz emal vasit\u0259sil\u0259 GDPR v\u0259 CCPA-ya uy\u011fundur. O, h\u0259ssas m\u0259lumatlar\u0131 m\u0259rk\u0259zl\u0259\u015fdirm\u0259d\u0259n t\u0259hlil etm\u0259k \u00fc\u00e7\u00fcn federativ \u00f6yr\u0259nm\u0259d\u0259n istifad\u0259 edir, m\u0259xfiliyi qoruyur v\u0259 \u00f6l\u00e7m\u0259 d\u0259qiqliyini saxlay\u0131r. Bu yana\u015fma etibar yarad\u0131r, uzunm\u00fcdd\u0259tli reklam optimizasiya strategiyalar\u0131 \u00fc\u00e7\u00fcn vacibdir.<\/p>\n<h3>Prorata.ai m\u00f6vcud marketinq al\u0259tl\u0259ri il\u0259 inteqrasiya ola bil\u0259rmi?<\/h3>\n<p>B\u0259li, Prorata.ai Google Analytics v\u0259 CRM sisteml\u0259ri kimi al\u0259tl\u0259rl\u0259 API-l\u0259r vasit\u0259sil\u0259 inteqrasiya olunur, h\u0259rt\u0259r\u0259fli atribusiya \u00fc\u00e7\u00fcn veril\u0259nl\u0259ri birl\u0259\u015fdirir. Bu ba\u011flant\u0131 \u00fcmumi AI reklam optimizasiyas\u0131n\u0131 d\u0259st\u0259kl\u0259yir, texnoloji stack\u0131n\u0131z \u00fczr\u0259 q\u0259rar q\u0259bulunu yax\u015f\u0131la\u015fd\u0131ran kross-platforma k\u0259\u015ffiyyatlar\u0131 t\u0259min edir.<\/p>\n<h3>Prorata.ai-d\u0259 f\u0259rdil\u0259\u015fdirilmi\u015f reklam t\u0259klifl\u0259rinin faydalar\u0131 n\u0259l\u0259rdir?<\/h3>\n<p>F\u0259rdil\u0259\u015fdirilmi\u015f reklam t\u0259klifl\u0259ri auditoriya veril\u0259nl\u0259rind\u0259n istifad\u0259 ed\u0259r\u0259k rezonans yaradan m\u0259zmun yarad\u0131r, klikl\u0259r \u00fczr\u0259 ke\u00e7m\u0259 nisb\u0259tl\u0259rini 15-20% art\u0131r\u0131r. Reklamlar\u0131 istifad\u0259\u00e7i davran\u0131\u015flar\u0131 il\u0259 uy\u011funla\u015fd\u0131raraq Prorata.ai daha y\u00fcks\u0259k \u00e7evirm\u0259l\u0259r v\u0259 ROAS yarad\u0131r, \u00fcmumi kampaniyalar\u0131 h\u0259d\u0259fl\u0259nmi\u015f t\u0259cr\u00fcb\u0259l\u0259r\u0259 \u00e7evirir, loyall\u0131\u011f\u0131 t\u0259\u015fviq edir.<\/p>\n<h3>Prorata.ai-d\u0259 AI optimizasiya prosesini nec\u0259 g\u00fccl\u0259ndirir?<\/h3>\n<p>Prorata.ai-d\u0259 AI optimizasiya prosesini naq\u015f tan\u0131ma v\u0259 proqnozla\u015fd\u0131r\u0131c\u0131 proqnozla\u015fd\u0131rma avtomatla\u015fd\u0131raraq g\u00fccl\u0259ndirir, \u0259l t\u0259hlilind\u0259n xeyli uzaqda<\/p>\n","protected":false},"excerpt":{"rendered":"<p>R\u0259q\u0259msal marketinqin inki\u015faf ed\u0259n m\u0259nz\u0259r\u0259sind\u0259 biznesl\u0259r reklam strategiyalar\u0131n\u0131 t\u0259kmill\u0259\u015fdirm\u0259k v\u0259 reklam x\u0259rcl\u0259rind\u0259n qaytarma nisb\u0259tini maksimuma \u00e7atd\u0131rmaq \u00fc\u00e7\u00fcn g\u00fccl\u00fc al\u0259tl\u0259r axtar\u0131rlar. Attribusiya idar\u0259li reklam \u00f6l\u00e7m\u0259sind\u0259 Prorata.ai-nin qiym\u0259tl\u0259ndirilm\u0259si onun AI reklam optimizasiyas\u0131 \u00fc\u00e7\u00fcn oyun d\u0259yi\u015f\u0259n kimi potensial\u0131n\u0131 ortaya qoyur. Bu platform s\u00fcni intellektd\u0259n istifad\u0259 ed\u0259r\u0259k m\u00fcr\u0259kk\u0259b istifad\u0259\u00e7i s\u0259yah\u0259tl\u0259rini t\u0259hlil edir, \u00e7evirm\u0259l\u0259ri \u00e7oxsayl\u0131 toxunu\u015f n\u00f6qt\u0259l\u0259rind\u0259 d\u0259qiq \u015f\u0259kild\u0259 aid [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1181],"tags":[546],"class_list":["post-48732","post","type-post","status-publish","format-standard","hentry","category-ai-advertising-optimization-2","tag-ai-3"],"acf":[],"_links":{"self":[{"href":"https:\/\/alienroad.com\/az\/wp-json\/wp\/v2\/posts\/48732","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/alienroad.com\/az\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/alienroad.com\/az\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/alienroad.com\/az\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/alienroad.com\/az\/wp-json\/wp\/v2\/comments?post=48732"}],"version-history":[{"count":1,"href":"https:\/\/alienroad.com\/az\/wp-json\/wp\/v2\/posts\/48732\/revisions"}],"predecessor-version":[{"id":48733,"href":"https:\/\/alienroad.com\/az\/wp-json\/wp\/v2\/posts\/48732\/revisions\/48733"}],"wp:attachment":[{"href":"https:\/\/alienroad.com\/az\/wp-json\/wp\/v2\/media?parent=48732"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/alienroad.com\/az\/wp-json\/wp\/v2\/categories?post=48732"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/alienroad.com\/az\/wp-json\/wp\/v2\/tags?post=48732"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}