{"id":107120,"date":"2026-03-25T09:43:14","date_gmt":"2026-03-25T09:43:14","guid":{"rendered":"https:\/\/alienroad.com\/uncategorized-az\/ai-advertising-optimization-differences-between-us-and-europ\/"},"modified":"2026-04-06T08:26:21","modified_gmt":"2026-04-06T08:26:21","slug":"ai-advertising-optimization-differences-between-us-and-europ","status":"publish","type":"post","link":"https:\/\/alienroad.com\/az\/ai-reklam-optimizasiyasi-az\/ai-advertising-optimization-differences-between-us-and-europ\/","title":{"rendered":"AI Reklam Optimizasiyas\u0131: AB\u015e v\u0259 Avropa T\u0259cr\u00fcb\u0259l\u0259ri Aras\u0131ndak\u0131 F\u0259rql\u0259r GDPR \u00c7\u0259r\u00e7iv\u0259sind\u0259"},"content":{"rendered":"

AI Reklam Optimizasiyas\u0131n\u0131n M\u00fcxt\u0259lif T\u0259nziml\u0259yici M\u00fchitl\u0259rd\u0259 Strategik \u00dcmumi Bax\u0131\u015f\u0131<\/h2>\n

R\u0259q\u0259msal marketinq sah\u0259sind\u0259 s\u00fcr\u0259tl\u0259 inki\u015faf ed\u0259n AI reklam optimizasiyas\u0131<\/a> kampaniya s\u0259m\u0259r\u0259liliyini art\u0131rmaq v\u0259 \u00f6l\u00e7\u00fcl\u0259 bil\u0259n biznes n\u0259tic\u0259l\u0259rini t\u0259min etm\u0259k \u00fc\u00e7\u00fcn \u0259sas al\u0259t kimi ortaya \u00e7\u0131x\u0131b. Lakin bu texnologiyalar\u0131n t\u0259tbiqi AB\u015e v\u0259 Avropada \u0259h\u0259miyy\u0259tli d\u0259r\u0259c\u0259d\u0259 f\u0259rql\u0259nir, \u0259sas\u0259n \u00dcmumi M\u0259lumat M\u00fchafiz\u0259si Qaydas\u0131 (GDPR) t\u0259r\u0259find\u0259n qoyulan s\u0259rt m\u0259lumat m\u0259xfilik t\u0259nziml\u0259m\u0259l\u0259ri s\u0259b\u0259bind\u0259n. AB\u015e m\u00fchitind\u0259 sektor x\u00fcsusi qanunlar, m\u0259s\u0259l\u0259n, Kaliforniya T\u0259s\u0259r\u0259 Gir\u0259n M\u0259lumat M\u00fchafiz\u0259si Akt\u0131 (CCPA) \u0259sas\u0131nda daha m\u0259xruc yana\u015fma \u00fcst\u00fcnl\u00fck t\u0259\u015fkil edirs\u0259, Avropan\u0131n GDPR-i h\u0259rt\u0259r\u0259fli raz\u0131l\u0131q mexanizml\u0259ri, m\u0259lumat minimumla\u015fd\u0131rma prinsipl\u0259ri v\u0259 m\u00f6hk\u0259m istifad\u0259\u00e7i h\u00fcquqlar\u0131 icras\u0131n\u0131 t\u0259l\u0259b edir. Bu ayr\u0131l\u0131q biznesl\u0259rin AI-d\u0259n reklam personalizasiyas\u0131, h\u0259d\u0259fl\u0259m\u0259 v\u0259 performans izl\u0259m\u0259si \u00fc\u00e7\u00fcn nec\u0259 istifad\u0259 etdiyini d\u0259rin \u015f\u0259kild\u0259 t\u0259sir edir.<\/p>\n

AB\u015e-da AI reklam optimizasiyas\u0131<\/a> geni\u015f veril\u0259nl\u0259r siyah\u0131lar\u0131ndan istifad\u0259 ed\u0259r\u0259k m\u00fcr\u0259kk\u0259b real vaxt performans t\u0259hlilini aktivl\u0259\u015fdirir, reklamverl\u0259r\u0259 m\u0259xfiy r\u00fcb itir\u0259n x\u0259rcl\u0259r (ROAS) \u00fc\u00e7\u00fcn maksimum qazanc \u0259ld\u0259 etm\u0259k m\u0259qs\u0259dil\u0259 d\u0259rhal bidl\u0259ri v\u0259 kreativl\u0259ri t\u0259nziml\u0259m\u0259y\u0259 imkan verir. M\u0259s\u0259l\u0259n, Google Ads v\u0259 Meta kimi platformalar istifad\u0259\u00e7i davran\u0131\u015f siqnallar\u0131n\u0131 \u0259vv\u0259lc\u0259d\u0259n raz\u0131l\u0131q mane\u0259l\u0259ri olmadan emal ed\u0259n ma\u015f\u0131n \u00f6yr\u0259nm\u0259 alqoritml\u0259rind\u0259n istifad\u0259 edir, bu da Gartner-in s\u0259naye standartlar\u0131na g\u00f6r\u0259 konversiya d\u0259r\u0259c\u0259l\u0259rini 20-30 faiz art\u0131ra bil\u0259r. Buna g\u00f6r\u0259 d\u0259, GDPR alt\u0131nda Avropa t\u0259cr\u00fcb\u0259l\u0259ri a\u00e7\u0131q opt-in mexanizml\u0259ri, \u015f\u0259xsi m\u0259lumatlar\u0131n anonimizasiyas\u0131 v\u0259 \u015f\u0259ffaf alqoritmik q\u0259rar q\u0259bulunu t\u0259l\u0259b edir ki, bu da optimizasiya d\u00f6vrl\u0259rini l\u0259ngid\u0259 bil\u0259r, lakin istehlak\u00e7\u0131 etimad\u0131n\u0131 v\u0259 uzunm\u00fcdd\u0259tli qatq\u0131 das\u0131n\u0131 g\u00fccl\u0259ndirir.<\/p>\n

Bu f\u0259rql\u0259r auditoriya seqmentasiyas\u0131 v\u0259 avtomatla\u015fd\u0131r\u0131lm\u0131\u015f b\u00fcdc\u0259 idar\u0259etm\u0259si kimi \u0259sas AI funksiyalar\u0131na da yay\u0131l\u0131r. AB\u015e kampaniyalar\u0131 \u00fc\u00e7\u00fcnc\u00fc t\u0259r\u0259f kukil\u0259ri v\u0259 cihazlar aras\u0131 izl\u0259m\u0259ni istifad\u0259 ed\u0259r\u0259k auditoriyan\u0131 seqmentl\u0259\u015fdir\u0259 bil\u0259r, halbuki Avropa strategiyalar\u0131 kukil\u0259 raz\u0131l\u0131q bannerl\u0259ri v\u0259 m\u0259lumat da\u015f\u0131nmas\u0131 h\u00fcquqlar\u0131na uy\u011fun olaraq birinci t\u0259r\u0259f m\u0259lumatlar\u0131na v\u0259 kontekstual h\u0259d\u0259fl\u0259m\u0259y\u0259 fokuslan\u0131r. N\u0259tic\u0259d\u0259, AI reklam optimizasiyas\u0131n\u0131 m\u0259nims\u0259m\u0259k bu t\u0259nziml\u0259yici inc\u0259likl\u0259rin inc\u0259 anla\u015f\u0131lmas\u0131n\u0131 t\u0259l\u0259b edir ki, innovasiya il\u0259 uy\u011funlu\u011fu balansla\u015fd\u0131raraq, miqyaslana bil\u0259n art\u0131m\u0131 t\u0259min etsin v\u0259 h\u00fcquqi riskl\u0259ri azald\u0131n. Bu transatlantik ayr\u0131l\u0131\u011f\u0131 naviqasiya ed\u0259n biznesl\u0259r regional m\u0259hdudiyy\u0259tl\u0259r\u0259 uy\u011funla\u015fd\u0131r\u0131lm\u0131\u015f AI modell\u0259ri il\u0259 \u00fcst\u00fcn n\u0259tic\u0259l\u0259r \u0259ld\u0259 ed\u0259 bil\u0259r, bel\u0259likl\u0259 m\u0259xfilikd\u0259n imtina etm\u0259d\u0259n personalizasiyan\u0131 g\u00fccl\u0259ndir\u0259r.<\/p>\n

AI Reklam Optimizasiyas\u0131n\u0131 Formala\u015fd\u0131ran T\u0259nziml\u0259yici \u018fsaslar<\/h2>\n

AI reklam optimizasiyas\u0131<\/a>n\u0131n t\u0259m\u0259li t\u0259nziml\u0259yici m\u00fchitd\u0259 dayan\u0131r ki, bu da m\u0259lumat istifad\u0259 s\u0259rh\u0259dl\u0259rini v\u0259 alqoritmik \u015f\u0259ffafl\u0131\u011f\u0131 m\u00fc\u0259yy\u0259n edir. AB\u015e-da federal t\u0259limatlar v\u0259 \u015ftat qanunlar\u0131n\u0131n par\u00e7al\u0131 siyah\u0131s\u0131 AI idar\u0259 olunmu\u015f reklam texnologiyalar\u0131 \u00fc\u00e7\u00fcn \u00e7eviklik t\u0259min edir, h\u0259d\u0259fl\u0259m\u0259 \u00fc\u00e7\u00fcn proqnozla\u015fd\u0131rma analitikalar\u0131n\u0131n problemsiz inteqrasiyas\u0131na imkan verir. Bu, Avropan\u0131n vahid GDPR \u00e7\u0259r\u00e7iv\u0259si il\u0259 k\u0259skin kontrast t\u0259\u015fkil edir ki, reklam personalizasiyas\u0131n\u0131 y\u00fcks\u0259k riskli emal kimi t\u0259snif ed\u0259r\u0259k, t\u0259tbiq etm\u0259zd\u0259n \u0259vv\u0259l m\u0259lumat m\u00fchafiz\u0259si t\u0259sir qiym\u0259tl\u0259ndirm\u0259l\u0259rini (DPIA) t\u0259l\u0259b edir.<\/p>\n

AB\u015e M\u0259xfilik Qanunlar\u0131 v\u0259 AI T\u0259tbiqind\u0259 Onlar\u0131n M\u0259xrurlu\u011fu<\/h3>\n

AB\u015e t\u0259nziml\u0259m\u0259l\u0259ri alt\u0131nda AI reklam optimizasiyas\u0131 geni\u015f m\u0259lumat aqreqasiyas\u0131ndan q\u00fcvv\u0259 al\u0131r. H\u0259rt\u0259r\u0259fli federal m\u0259xfilik qanununun olmamas\u0131 platformalara real vaxt performans t\u0259hlili \u00fc\u00e7\u00fcn AI istifad\u0259 etm\u0259y\u0259 imkan verir, burada alqoritml\u0259r brauzer tarix\u00e7\u0259sini v\u0259 al\u0131\u015f qeydl\u0259rini t\u0259hlil ed\u0259r\u0259k reklam \u00e7atd\u0131r\u0131lmas\u0131n\u0131 t\u0259kmill\u0259\u015fdirir. eMarketer-in konkret metrikalar\u0131 g\u00f6st\u0259rir ki, AB\u015e AI optimalla\u015fd\u0131r\u0131lm\u0131\u015f kampaniyalar\u0131 orta hesabla 4:1 ROAS \u0259ld\u0259 edir, AI olmayan qura\u015fd\u0131rmalarda 2.5:1-\u0259 qar\u015f\u0131, bu da m\u0259hdudiyy\u0259tsiz m\u0259lumat ax\u0131nlar\u0131 say\u0259sind\u0259dir. Reklamverl\u0259r qatq\u0131 siqnallar\u0131na \u0259sas\u0259n fondlar\u0131 dinamik olaraq b\u00f6l\u00fc\u015fd\u00fcr\u0259n avtomatla\u015fd\u0131r\u0131lm\u0131\u015f b\u00fcdc\u0259 idar\u0259etm\u0259 sisteml\u0259rini t\u0259tbiq ed\u0259 bil\u0259rl\u0259r, x\u0259rcl\u0259ri millisaniy\u0259l\u0259rd\u0259 optimalla\u015fd\u0131r\u0131rlar.<\/p>\n

Avropa AI Reklam\u00e7\u0131l\u0131\u011f\u0131 \u00fc\u00e7\u00fcn GDPR-in S\u0259rt T\u0259l\u0259bl\u0259ri<\/h3>\n

Avropan\u0131n GDPR-i m\u0259qs\u0259d m\u0259hdudiyy\u0259ti v\u0259 m\u0259suliyy\u0259t prinsipl\u0259rini icra edir, AI sisteml\u0259rini reklam optimizasiyas\u0131 \u00fc\u00e7\u00fcn m\u0259lumat emal\u0131n\u0131 \u0259sasland\u0131rma\u011fa m\u0259cbur edir. Bu, daha yava\u015f, lakin daha etik auditoriya seqmentasiyas\u0131na yol a\u00e7\u0131r, burada AI profil qada\u011falar\u0131n\u0131 qa\u00e7armaq \u00fc\u00e7\u00fcn psevdonim m\u0259lumatlara etibar etm\u0259lidir. M\u0259s\u0259l\u0259n, Avropa kampaniyas\u0131 yaln\u0131z raz\u0131la\u015fd\u0131r\u0131lm\u0131\u015f qar\u015f\u0131l\u0131ql\u0131 \u0259laq\u0259l\u0259rd\u0259n \u00e7\u0131xar\u0131lm\u0131\u015f maraqlara g\u00f6r\u0259 istifad\u0259\u00e7il\u0259ri seqmentl\u0259\u015fdirm\u0259k \u00fc\u00e7\u00fcn AI-d\u0259n istifad\u0259 ed\u0259 bil\u0259r, bu da Deloitte-in m\u0259lumatlar\u0131na g\u00f6r\u0259 etibarl\u0131 personalizasiya vasit\u0259sil\u0259 konversiya d\u0259r\u0259c\u0259l\u0259rind\u0259 15 faiz yax\u015f\u0131la\u015fma yarad\u0131r. Raz\u0131l\u0131q idar\u0259etm\u0259 platformalar\u0131 (CMP) kimi uy\u011funluq al\u0259tl\u0259ri AI il\u0259 inteqrasiya oluna bil\u0259r ki, avtomatla\u015fd\u0131r\u0131lm\u0131\u015f b\u00fcdc\u0259 idar\u0259etm\u0259sinin geri \u00e7\u0259km\u0259 h\u00fcquqlar\u0131n\u0131 h\u00f6rm\u0259t etm\u0259sini t\u0259min etsin v\u0259 raz\u0131 olmayan seqmentl\u0259r\u0259 h\u0259ddind\u0259n art\u0131q b\u00f6l\u00fc\u015fdirm\u0259ni qar\u015f\u0131lans\u0131n.<\/p>\n

Auditoriya Seqmentasiyas\u0131: AI Strategiyalar\u0131nda D\u0259qiqlik v\u0259 M\u0259xfilik Balans\u0131<\/h2>\n

Auditoriya seqmentasiyas\u0131 AI reklam optimizasiyas\u0131n\u0131n t\u0259m\u0259l da\u015f\u0131d\u0131r ki, bu da x\u00fcsusi demografiyalara uy\u011funla\u015fd\u0131r\u0131lm\u0131\u015f mesajla\u015fd\u0131rman\u0131 t\u0259min edir. AI bu prosesi geni\u015f veril\u0259nl\u0259r siyah\u0131lar\u0131n\u0131 emal ed\u0259r\u0259k davran\u0131\u015f qeydl\u0259rini m\u00fc\u0259yy\u0259n etm\u0259kl\u0259 g\u00fccl\u0259ndirir, lakin regional t\u0259nziml\u0259m\u0259l\u0259r m\u0259lumat idar\u0259etm\u0259sind\u0259 f\u0259rqli m\u0259hdudiyy\u0259tl\u0259r qoyur.<\/p>\n

AB\u015e-da Granullar AI \u0130dar\u0259 Olunmu\u015f Seqmentasiyaya Yana\u015fmalar<\/h3>\n

AB\u015e-da AI reklam optimizasiyas\u0131 ma\u015f\u0131n \u00f6yr\u0259nm\u0259 modell\u0259rind\u0259n istifad\u0259 ed\u0259r\u0259k bird\u0259n \u00e7ox m\u0259nb\u0259d\u0259n istifad\u0259\u00e7i m\u0259lumatlar\u0131n\u0131 korrelyasiya ed\u0259r\u0259k hiper-granulyar seqmentl\u0259r yaratmaqda \u00fcst\u00fcnl\u00fck t\u0259\u015fkil edir. Real vaxt performans t\u0259hlili dinamik seqmentasiyaya imkan verir, m\u0259s\u0259l\u0259n, proqnozla\u015fd\u0131r\u0131lm\u0131\u015f \u00f6m\u00fcrl\u00fck d\u0259y\u0259r\u0259 g\u00f6r\u0259 istifad\u0259\u00e7il\u0259ri qrupla\u015fd\u0131rmaq, bu da Forrester Ara\u015fd\u0131rmas\u0131na g\u00f6r\u0259 qatq\u0131 d\u0259r\u0259c\u0259l\u0259rini 25 faiz art\u0131ra bil\u0259r. AI t\u0259r\u0259find\u0259n idar\u0259 olunan personalla\u015fd\u0131r\u0131lm\u0131\u015f reklam t\u0259klifl\u0259ri tarixi qar\u015f\u0131l\u0131ql\u0131 \u0259laq\u0259l\u0259rd\u0259n m\u0259hsullar\u0131 t\u00f6vsiy\u0259 etm\u0259k \u00fc\u00e7\u00fcn istifad\u0259 edir, impuls konversiyalar\u0131n\u0131 v\u0259 daha y\u00fcks\u0259k ROAS-\u0131 t\u0259\u015fviq edir.<\/p>\n

GDPR Alt\u0131nda Avropa M\u0259hdudiyy\u0259tl\u0259ri v\u0259 Raz\u0131l\u0131\u011fa \u018fsaslanan Seqmentasiya<\/h3>\n

GDPR seqmentasiya \u00fc\u00e7\u00fcn a\u00e7\u0131q raz\u0131l\u0131q t\u0259l\u0259b edir, Avropa reklamverl\u0259rini f\u0259rdi izl\u0259m\u0259d\u0259n daha \u00e7ox aqreqasiya edilmi\u015f m\u0259lumatlara \u00fcst\u00fcnl\u00fck ver\u0259n m\u0259xfilik \u00f6nc\u0259li AI modell\u0259rini q\u0259bul etm\u0259y\u0259 vadar edir. Bu d\u0259yi\u015fiklik AI-nin etik optimizasiyadak\u0131 rolunu vur\u011fulay\u0131r: federativ \u00f6yr\u0259nm\u0259 kimi al\u0259tl\u0259r \u015f\u0259xsi m\u0259lumatlar\u0131 m\u0259rk\u0259zl\u0259\u015fdirm\u0259d\u0259n seqmentasiyaya imkan verir, t\u0259nziml\u0259m\u0259l\u0259r\u0259 uy\u011fun olaraq konversiya d\u0259r\u0259c\u0259l\u0259rind\u0259 18 faiz\u0259 q\u0259d\u0259r yax\u015f\u0131la\u015fma \u0259ld\u0259 edir. Konversiyalar\u0131 art\u0131rmaq strategiyalar\u0131 s\u0259hif\u0259 m\u0259zmununa \u0259saslanan kontekstual AI t\u0259klifl\u0259rini \u0259hat\u0259 edir, invaziv profil yaratmadan uy\u011funlu\u011fu t\u0259min ed\u0259r\u0259k istifad\u0259\u00e7i etimad\u0131n\u0131 g\u00fccl\u0259ndirir.<\/p>\n

Real Vaxt Performans T\u0259hlili: AI Optimizasiyas\u0131nda S\u00fcr\u0259t\u0259 Qar\u015f\u0131 Uy\u011funluq<\/h2>\n

Real vaxt performans t\u0259hlili<\/a> AI reklam optimizasiyas\u0131n\u0131n x\u00fcsusiyy\u0259tidir ki, bu da kampaniyalar\u0131 an\u0131nda t\u0259kmill\u0259\u015fdirm\u0259k \u00fc\u00e7\u00fcn praktiki m\u0259lumatlar t\u0259min edir. AB\u015e m\u0259hdudiyy\u0259tsiz m\u0259lumat \u00e7\u0131x\u0131\u015f\u0131ndan faydalan\u0131rsa, Avropan\u0131n GDPR-i bu qabiliyy\u0259ti t\u0259mizl\u0259y\u0259n, lakin sakitl\u0259\u015fdir\u0259n n\u0259zar\u0259t qatlar\u0131n\u0131 t\u0259qdim edir.<\/p>\n

AB\u015e-da M\u0259hdudiyy\u0259tsiz M\u0259lumat Ax\u0131nlar\u0131ndan \u0130stifad\u0259<\/h3>\n

AB\u015e AI sisteml\u0259ri klik ke\u00e7id d\u0259r\u0259c\u0259l\u0259ri (CTR) v\u0259 tullanma d\u0259r\u0259c\u0259l\u0259ri kimi metrikalar\u0131 an\u0131nda t\u0259hlil edir, avtomatla\u015fd\u0131r\u0131lm\u0131\u015f qaydalar vasit\u0259sil\u0259 strategiyalar\u0131 t\u0259nziml\u0259yir. M\u0259s\u0259l\u0259n, AI z\u0259if performans g\u00f6st\u0259r\u0259n kreativl\u0259ri a\u015fkar edib onlar\u0131 saniy\u0259l\u0259r i\u00e7ind\u0259 \u0259v\u0259z ed\u0259 bil\u0259r, Adobe Analytics-in hesabat\u0131na g\u00f6r\u0259 konversiyalarda 35 faiz art\u0131m yarad\u0131r. Avtomatla\u015fd\u0131r\u0131lm\u0131\u015f b\u00fcdc\u0259 idar\u0259etm\u0259sind\u0259 bu \u00e7eviklik fondlar\u0131n y\u00fcks\u0259k-ROI kanallar\u0131na ax\u0131b getm\u0259sini t\u0259min edir, s\u0259m\u0259r\u0259liliyi maksimuma \u00e7atd\u0131r\u0131r.<\/p>\n

Avropa Kampaniyalar\u0131nda GDPR-\u0259 Uy\u011fun Analitika<\/h3>\n

Avropada real vaxt t\u0259hlili m\u0259xfilik-t\u0259r\u0259find\u0259n dizayn\u0131 \u0259hat\u0259 etm\u0259lidir, siqnallar\u0131 anonimizl\u0259\u015fdirm\u0259k \u00fc\u00e7\u00fcn differensial m\u0259xfilik kimi texnikalardan istifad\u0259 edir. AI raz\u0131la\u015fd\u0131r\u0131lm\u0131\u015f metrikalara fokuslanaraq performans\u0131 optimalla\u015fd\u0131r\u0131r, t\u0259nziml\u0259m\u0259y\u0259 uy\u011fun d\u0259qiq t\u0259nziml\u0259m\u0259l\u0259r vasit\u0259sil\u0259 davaml\u0131 ROAS qazanclar\u0131n\u0131 20 faiz t\u0259min edir. Uy\u011fun m\u0259lumat h\u00f6vz\u0259l\u0259rind\u0259n \u00e7\u0131xan personalla\u015fd\u0131r\u0131lm\u0131\u015f reklam t\u0259klifl\u0259ri miqdardan daha \u00e7ox keyfiyy\u0259t\u0259 \u00fcst\u00fcnl\u00fck ver\u0259r\u0259k auditoriya uy\u011funlu\u011funu v\u0259 konversiya yollar\u0131n\u0131 yax\u015f\u0131la\u015fd\u0131r\u0131r.<\/p>\n

Avtomatla\u015fd\u0131r\u0131lm\u0131\u015f B\u00fcdc\u0259 \u0130dar\u0259etm\u0259si v\u0259 Konversiya D\u0259r\u0259c\u0259si Yax\u015f\u0131la\u015fd\u0131rma Taktil\u0259ri<\/h2>\n

Avtomatla\u015fd\u0131r\u0131lm\u0131\u015f b\u00fcdc\u0259 idar\u0259etm\u0259si proqnozla\u015fd\u0131rma modell\u0259rin\u0259 \u0259sas\u0259n resurslar\u0131 b\u00f6l\u00fc\u015fd\u00fcr\u0259r\u0259k AI reklam optimizasiyas\u0131n\u0131 sad\u0259l\u0259\u015fdirir. M\u0259lumat idar\u0259etm\u0259sind\u0259 f\u0259rql\u0259r bu sisteml\u0259rin konversiya d\u0259r\u0259c\u0259si yax\u015f\u0131la\u015fd\u0131rmas\u0131 \u00fc\u00e7\u00fcn x\u0259rcl\u0259ri prioritetl\u0259\u015fdirm\u0259sini t\u0259sir edir.<\/p>\n

AB\u015e Bazar\u0131nda Dinamik B\u00f6l\u00fc\u015fd\u00fcrm\u0259<\/h3>\n

AB\u015e platformalar\u0131 t\u0259l\u0259bi proqnozla\u015fd\u0131rmaq v\u0259 fondlar\u0131 pik konversiya p\u0259nc\u0259r\u0259l\u0259rin\u0259 k\u00f6\u00e7\u00fcrm\u0259k \u00fc\u00e7\u00fcn AI-d\u0259n istifad\u0259 edir. Google-un metrikalar\u0131 g\u00f6st\u0259rir ki, AI idar\u0259 olunan b\u00fcdc\u0259l\u0259r \u0259l il\u0259 s\u0259yl\u0259rd\u0259n 28 faiz daha y\u00fcks\u0259k konversiyalar verir, lookalike modell\u0259\u015fdirm\u0259 kimi strategiyalar h\u0259d\u0259fli miqyasla\u015fd\u0131rma vasit\u0259sil\u0259 \u00e7atma radiusunu geni\u015fl\u0259ndir\u0259r\u0259k ROAS-\u0131 art\u0131r\u0131r.<\/p>\n

Avropada GDPR Alt\u0131nda Etik B\u00fcdc\u0259 \u0130dar\u0259etm\u0259si<\/h3>\n

Avropa AI uy\u011fun avtomatla\u015fd\u0131rmaya fokuslan\u0131r, c\u0259rim\u0259l\u0259rd\u0259n qa\u00e7maq \u00fc\u00e7\u00fcn x\u0259rcl\u0259ri raz\u0131l\u0131q jurnallar\u0131na qar\u015f\u0131 audit edir. Bu yana\u015fma y\u00fcks\u0259k-etibar seqmentl\u0259r\u0259 fokuslanm\u0131\u015f investisiyalar vasit\u0259sil\u0259 konversiya d\u0259r\u0259c\u0259l\u0259rini 22 faiz art\u0131r\u0131r, anonimizl\u0259\u015fdirilmi\u015f m\u0259lumatlarda AI idar\u0259 olunan A\/B testl\u0259rini \u0259hat\u0259 ed\u0259r\u0259k davaml\u0131 art\u0131ma \u00fcst\u00fcnl\u00fck ver\u0259n t\u0259kmill\u0259\u015fdirilmi\u015f strategiyalar t\u0259tbiq edir.<\/p>\n

\u015e\u0259xsi Reklam T\u0259klifl\u0259ri: Regionlar Aras\u0131nda Qatq\u0131 Das\u0131n\u0131 G\u00fccl\u0259ndirm\u0259<\/h2>\n

AI t\u0259r\u0259find\u0259n idar\u0259 olunan \u015f\u0259xsi reklam t\u0259klifl\u0259ri \u00fcmumi kampaniyalar\u0131 x\u00fcsusi t\u0259cr\u00fcb\u0259l\u0259r\u0259 \u00e7evirir, lakin t\u0259nziml\u0259yici f\u0259rql\u0259r onlar\u0131n t\u0259tbiqini formala\u015fd\u0131r\u0131r.<\/p>\n

AB\u015e AI Reklam\u00e7\u0131l\u0131\u011f\u0131nda \u0130nnovasiyal\u0131 Personalizasiya<\/h3>\n

AB\u015e AI auditoriya m\u0259lumatlar\u0131n\u0131 t\u0259hlil ed\u0259r\u0259k uy\u011funla\u015fd\u0131r\u0131lm\u0131\u015f t\u00f6vsiy\u0259l\u0259r verir, m\u0259s\u0259l\u0259n, ke\u00e7mi\u015f bax\u0131\u015flara \u0259sas\u0259n m\u0259hsullar\u0131 t\u0259klif edir, bu da Nielsen m\u0259lumatlar\u0131na g\u00f6r\u0259 klik d\u0259r\u0259c\u0259l\u0259rini 40 faiz art\u0131r\u0131r. Real vaxt t\u0259hlili il\u0259 inteqrasiya t\u0259klifl\u0259rin istifad\u0259\u00e7i davran\u0131\u015f\u0131 il\u0259 evolyusiya etm\u0259sini t\u0259min edir, d\u0259rhal konversiyalar \u00fc\u00e7\u00fcn optimalla\u015f\u0131r.<\/p>\n

Avropada M\u0259xfilik T\u0259hl\u00fck\u0259siz Personalizasiya<\/h3>\n

GDPR-\u0259 uy\u011fun AI birinci t\u0259r\u0259f raz\u0131la\u015fd\u0131r\u0131lm\u0131\u015f m\u0259lumatlardan t\u0259klifl\u0259r yarad\u0131r, \u015f\u0259ffaf, istifad\u0259\u00e7i m\u0259rk\u0259zli dizaynlar vasit\u0259sil\u0259 25 faiz qatq\u0131 art\u0131m\u0131 \u0259ld\u0259 edir. Strategiyalar kontekstual siqnallara \u00fcst\u00fcnl\u00fck verir, etik t\u0259cr\u00fcb\u0259l\u0259rl\u0259 AI optimizasiyas\u0131n\u0131 qar\u0131\u015fd\u0131raraq m\u0259xfilik pozuntular\u0131ndan imtina ed\u0259r\u0259k ROAS-\u0131 art\u0131r\u0131r.<\/p>\n

Qlobal AI Reklam Optimizasiyas\u0131 Strategiyalar\u0131n\u0131 G\u0259l\u0259c\u0259y\u0259 Haz\u0131rlamaq<\/h2>\n

AI texnologiyalar\u0131 ir\u0259lil\u0259dikc\u0259, biznesl\u0259r reklam optimizasiyas\u0131 \u00fc\u00e7\u00fcn harmoniyal\u0131, lakin uy\u011fun global yana\u015fma strategiyala\u015fd\u0131rmal\u0131d\u0131r. AB\u015e innovasiyas\u0131n\u0131 Avropa m\u0259xfilik standartlar\u0131 il\u0259 inteqrasiya etm\u0259k r\u0259qab\u0259t \u00fcst\u00fcnl\u00fckl\u0259rini m\u00fc\u0259yy\u0259n ed\u0259c\u0259k, m\u0259xfilik g\u00fccl\u0259ndirici texnologiyalar (PETs) kimi yeni al\u0259tl\u0259r ayr\u0131l\u0131qlar\u0131 k\u00f6rp\u00fcl\u0259y\u0259c\u0259k. \u0130r\u0259li d\u00fc\u015f\u00fcn\u0259n icra regional qaydalara uy\u011funla\u015fan hibrid AI modell\u0259rini \u0259hat\u0259 edir, miqyaslana bil\u0259n personalizasiya v\u0259 performans\u0131 t\u0259min edir. McKinsey-in konkret proqnozlar\u0131na g\u00f6r\u0259, uy\u011fun AI reklam optimizasiyas\u0131 2025-ci il\u0259 q\u0259d\u0259r \u00e7oxmilli \u015firk\u0259tl\u0259r \u00fc\u00e7\u00fcn 50 faiz ROAS yax\u015f\u0131la\u015fmas\u0131 ver\u0259 bil\u0259r.<\/p>\n

Bu m\u00fcr\u0259kk\u0259blikl\u0259ri naviqasiya etm\u0259k \u00fc\u00e7\u00fcn Alien Road AI reklam optimizasiyas\u0131nda ixtisasla\u015fm\u0131\u015f \u0259n yax\u015f\u0131 konsaltinq \u015firk\u0259ti kimi dayan\u0131r. M\u00fct\u0259x\u0259ssisl\u0259rimiz biznesl\u0259ri t\u0259nziml\u0259yici inc\u0259likl\u0259r vasit\u0259sil\u0259 b\u0259l\u0259d\u00e7ilik edir, auditoriya seqmentasiyas\u0131, real vaxt performans t\u0259hlili v\u0259 avtomatla\u015fd\u0131r\u0131lm\u0131\u015f b\u00fcdc\u0259 idar\u0259etm\u0259si \u00fc\u00e7\u00fcn uy\u011funla\u015fd\u0131r\u0131lm\u0131\u015f strategiyalar\u0131 t\u0259tbiq edir ki, konversiyalar\u0131 maksimuma \u00e7\u0131xars\u0131n v\u0259 uy\u011funlu\u011fu t\u0259min etsin. AB\u015e v\u0259 Avropa bazarlar\u0131nda kampaniyalar\u0131n\u0131z\u0131 y\u00fcks\u0259ltm\u0259k v\u0259 \u00fcst\u00fcn n\u0259tic\u0259l\u0259r \u0259ld\u0259 etm\u0259k \u00fc\u00e7\u00fcn bu g\u00fcn Alien Road il\u0259 \u0259laq\u0259 saxlay\u0131n.<\/p>\n

AB\u015e v\u0259 Avropa AI Reklam\u00e7\u0131l\u0131\u011f\u0131n\u0131n GDPR il\u0259 Nec\u0259 F\u0259rql\u0259ndiyi Haqq\u0131nda Tez-Tez Veril\u0259n Suallar<\/h2>\n

GDPR n\u0259dir v\u0259 AI reklam optimizasiyas\u0131na nec\u0259 t\u0259sir edir?<\/h3>\n

\u00dcmumi M\u0259lumat M\u00fchafiz\u0259si Qaydas\u0131 (GDPR) Avropa \u0130ttifaq\u0131 qanunudur ki, bu da A\u0130X\u0130 daxilind\u0259 f\u0259rdl\u0259rin \u015f\u0259xsi m\u0259lumatlar\u0131n\u0131 v\u0259 m\u0259xfiliyy\u0259tini qoruyur. O, AI reklam optimizasiyas\u0131na m\u0259lumat emal\u0131 \u00fc\u00e7\u00fcn a\u00e7\u0131q raz\u0131l\u0131q t\u0259l\u0259b etm\u0259kl\u0259, profil yaratman\u0131 m\u0259hdudla\u015fd\u0131raraq v\u0259 alqoritmik q\u0259rarlarda \u015f\u0259ffafl\u0131\u011f\u0131 m\u0259cbur ed\u0259r\u0259k t\u0259sir edir. Bu, reklamverl\u0259ri AI reklam optimizasiya texnikalar\u0131n\u0131 t\u0259kmill\u0259\u015fdirm\u0259y\u0259 vadar edir, a\u011f\u0131r c\u0259rim\u0259l\u0259rd\u0259n qa\u00e7maq \u00fc\u00e7\u00fcn anonimizl\u0259\u015fdirilmi\u015f m\u0259lumatlara fokuslan\u0131r ki, c\u0259rim\u0259l\u0259r qlobal illik d\u00f6vriyy\u0259nin 4 faiz\u0259 \u00e7ata bil\u0259r, bel\u0259likl\u0259 real vaxt t\u0259nziml\u0259m\u0259l\u0259ri l\u0259ngidir, lakin uzunm\u00fcdd\u0259tli etimad v\u0259 konversiya d\u0259r\u0259c\u0259l\u0259rini g\u00fccl\u0259ndirir.<\/p>\n

AI reklam optimizasiyas\u0131 AB\u015e v\u0259 Avropada nec\u0259 f\u0259rql\u0259nir?<\/h3>\n

AB\u015e-da AI reklam optimizasiyas\u0131 h\u0259d\u0259fl\u0259m\u0259 v\u0259 personalizasiya \u00fc\u00e7\u00fcn geni\u015f m\u0259lumat istifad\u0259si \u00fc\u00e7\u00fcn \u00e7evik m\u0259xfilik qanunlar\u0131ndan istifad\u0259 edir, real vaxt performans t\u0259hlili vasit\u0259sil\u0259 s\u00fcr\u0259tli iterasiyalara imkan verir. Avropada GDPR s\u0259rt n\u0259zar\u0259tl\u0259ri icra edir, raz\u0131l\u0131q v\u0259 m\u0259lumat minimumla\u015fd\u0131rmas\u0131na \u00fcst\u00fcnl\u00fck ver\u0259r\u0259k, etik auditoriya seqmentasiyas\u0131 v\u0259 uy\u011fun avtomatla\u015fd\u0131r\u0131lm\u0131\u015f b\u00fcdc\u0259 idar\u0259etm\u0259sini vur\u011fulayan daha a\u011f\u0131ll\u0131 optimizasiya strategiyalar\u0131na yol a\u00e7\u0131r ki, bu da uy\u011funsuzluq riskl\u0259ri olmadan konversiyalar\u0131 yax\u015f\u0131la\u015fd\u0131r\u0131r.<\/p>\n

Niy\u0259 Avropa AI reklam\u00e7\u0131l\u0131\u011f\u0131nda auditoriya seqmentasiyas\u0131 daha \u00e7\u0259tinliklidir?<\/h3>\n

Avropa AI reklam\u00e7\u0131l\u0131\u011f\u0131nda auditoriya seqmentasiyas\u0131 GDPR-in raz\u0131l\u0131q olmadan avtomatla\u015fd\u0131r\u0131lm\u0131\u015f profil yaratma qada\u011f\u0131 s\u0259b\u0259bind\u0259n \u00e7\u0259tinlikl\u0259rl\u0259 \u00fczl\u0259\u015fir, biznesl\u0259ri aqreqasiya edilmi\u015f v\u0259 ya psevdonim m\u0259lumatlardan istifad\u0259 etm\u0259y\u0259 vadar edir. Bu, birinci t\u0259r\u0259f m\u0259nb\u0259l\u0259r\u0259 v\u0259 kontekstual siqnallara fokuslan\u0131r, AI-ya seqmentasiyan\u0131 g\u00fccl\u0259ndirm\u0259y\u0259 imkan verir v\u0259 d\u0259qiq, m\u0259xfiliyy\u0259t\u0259 h\u00f6rm\u0259t ed\u0259n qruplar vasit\u0259sil\u0259 ROAS-\u0131 15-20 faiz art\u0131raraq, geni\u015f h\u0259d\u0259fl\u0259m\u0259d\u0259n daha \u00e7ox s\u0259mimi qatq\u0131 das\u0131n\u0131 t\u0259\u015fviq edir.<\/p>\n

AB\u015e AI optimizasiyas\u0131nda real vaxt performans t\u0259hlilinin rolu n\u0259dir?<\/h3>\n

AB\u015e AI optimizasiyas\u0131nda real vaxt performans t\u0259hlili canl\u0131 m\u0259lumat ax\u0131nlar\u0131n\u0131 emal ed\u0259r\u0259k kampaniyalar\u0131 d\u0259rhal t\u0259nziml\u0259yir, m\u0259s\u0259l\u0259n, CTR d\u0259yi\u015fiklikl\u0259rin\u0259 \u0259sas\u0259n bidl\u0259ri optimalla\u015fd\u0131r\u0131r. Bu qabiliyy\u0259t h\u0259rt\u0259r\u0259fli m\u0259xfilik qanunlar\u0131 t\u0259r\u0259find\u0259n mane\u0259l\u0259nm\u0259diyi \u00fc\u00e7\u00fcn, AI-nin istifad\u0259\u00e7i davran\u0131\u015flar\u0131n\u0131 proqnozla\u015fd\u0131rmas\u0131 v\u0259 reaksiya verm\u0259si vasit\u0259sil\u0259 konversiya d\u0259r\u0259c\u0259si yax\u015f\u0131la\u015fmalar\u0131n\u0131 30 faiz\u0259 q\u0259d\u0259r t\u0259min edir, avtomatla\u015fd\u0131r\u0131lm\u0131\u015f b\u00fcdc\u0259 idar\u0259etm\u0259 s\u0259m\u0259r\u0259liliyini maksimuma \u00e7atd\u0131r\u0131r.<\/p>\n

GDPR uy\u011funlu\u011fu Avropa reklam\u00e7\u0131l\u0131\u011f\u0131nda konversiya d\u0259r\u0259c\u0259l\u0259rini nec\u0259 yax\u015f\u0131la\u015fd\u0131ra bil\u0259r?<\/h3>\n

GDPR uy\u011funlu\u011fu Avropa reklam\u00e7\u0131l\u0131\u011f\u0131nda \u015f\u0259ffaf m\u0259lumat t\u0259cr\u00fcb\u0259l\u0259ri vasit\u0259sil\u0259 istehlak\u00e7\u0131 etimad\u0131n\u0131 quraraq konversiya d\u0259r\u0259c\u0259l\u0259rini yax\u015f\u0131la\u015fd\u0131r\u0131r, personalla\u015fd\u0131r\u0131lm\u0131\u015f t\u0259cr\u00fcb\u0259l\u0259r \u00fc\u00e7\u00fcn opt-inl\u0259ri t\u0259\u015fviq edir. Bu qaydalara h\u00f6rm\u0259t ed\u0259n AI al\u0259tl\u0259ri uy\u011fun reklam t\u0259klifl\u0259ri verir, istifad\u0259\u00e7i \u00fcst\u00fcnl\u00fckl\u0259ri v\u0259 t\u0259nziml\u0259yici standartlarla uy\u011funla\u015fd\u0131r\u0131lm\u0131\u015f h\u0259d\u0259fli strategiyalar vasit\u0259sil\u0259 18-25 faiz daha y\u00fcks\u0259k konversiyalar \u0259ld\u0259 edir.<\/p>\n

GDPR alt\u0131nda avtomatla\u015fd\u0131r\u0131lm\u0131\u015f b\u00fcdc\u0259 idar\u0259etm\u0259si \u00fc\u00e7\u00fcn \u0259sas strategiyalar hans\u0131lard\u0131r?<\/h3>\n

GDPR alt\u0131nda avtomatla\u015fd\u0131r\u0131lm\u0131\u015f b\u00fcdc\u0259 idar\u0259etm\u0259si \u00fc\u00e7\u00fcn \u0259sas strategiyalar AI alqoritml\u0259rin\u0259 raz\u0131l\u0131q yoxlanmas\u0131n\u0131 inteqrasiya etm\u0259yi v\u0259 homomorfik \u015fifr\u0259l\u0259m\u0259 kimi m\u0259xfilik qoruyucu texnikalar\u0131 \u0259hat\u0259 edir. Bu, fondlar\u0131n uy\u011fun seqmentl\u0259r\u0259 b\u00f6l\u00fc\u015fd\u00fcr\u00fclm\u0259sini t\u0259min edir, x\u0259rcl\u0259ri y\u00fcks\u0259k-d\u0259y\u0259rli, raz\u0131la\u015fd\u0131r\u0131lm\u0131\u015f auditoriyalara fokuslayaraq ROAS-\u0131 art\u0131r\u0131r v\u0259 h\u00fcquqi s\u0259rh\u0259dl\u0259r daxilind\u0259 real vaxtda uy\u011funla\u015f\u0131r.<\/p>\n

Niy\u0259 AB\u015e AI kampaniyalar\u0131 tez-tez Avropa olanlardan daha y\u00fcks\u0259k ROAS \u0259ld\u0259 edir?<\/h3>\n

AB\u015e AI kampaniyalar\u0131 izl\u0259m\u0259 v\u0259 personalizasiya \u00fc\u00e7\u00fcn m\u0259xruc m\u0259lumat m\u00fchitl\u0259ri s\u0259b\u0259bind\u0259n tez-tez daha y\u00fcks\u0259k ROAS \u0259ld\u0259 edir, metrikalar Avropan\u0131n 2.5:1 orta g\u00f6st\u0259ricil\u0259rin\u0259 qar\u015f\u0131 4:1 qaytar\u0131lmalar\u0131 g\u00f6st\u0259rir. \u00dc\u00e7\u00fcnc\u00fc t\u0259r\u0259f m\u0259lumatlardan AI idar\u0259 olunan optimizasiyalar \u00fc\u00e7\u00fcn istifad\u0259 konversiyalar\u0131 s\u0259m\u0259r\u0259li miqyasla\u015fd\u0131rmaqda r\u0259qab\u0259t \u00fcst\u00fcnl\u00fcy\u00fc verir.<\/p>\n

AB\u015e-da AI \u015f\u0259xsi reklam t\u0259klifl\u0259rini nec\u0259 g\u00fccl\u0259ndirir?<\/h3>\n

AB\u015e-da AI davran\u0131\u015f m\u0259lumatlar\u0131n\u0131 t\u0259hlil ed\u0259r\u0259k kontekstual uy\u011fun m\u0259zmun t\u00f6vsiy\u0259 edir, qatq\u0131 das\u0131n\u0131 40 faiz art\u0131r\u0131r. Ma\u015f\u0131n \u00f6yr\u0259nm\u0259 modell\u0259ri al\u0131\u015f tarix\u00e7\u0259l\u0259rini v\u0259 \u00fcst\u00fcnl\u00fckl\u0259ri emal ed\u0259r\u0259k reklamlar\u0131 dinamik olaraq uy\u011funla\u015fd\u0131r\u0131r, hiper-uy\u011fun mesajla\u015fd\u0131rma vasit\u0259sil\u0259 konversiya d\u0259r\u0259c\u0259si yax\u015f\u0131la\u015fmas\u0131n\u0131 d\u0259st\u0259kl\u0259yir.<\/p>\n

Avropa AI reklam optimizasiyas\u0131 \u00fc\u00e7\u00fcn hans\u0131 m\u0259xfilik al\u0259tl\u0259ri \u0259sasd\u0131r?<\/h3>\n

Avropa AI reklam optimizasiyas\u0131 \u00fc\u00e7\u00fcn \u0259sas m\u0259xfilik al\u0259tl\u0259ri raz\u0131l\u0131q idar\u0259etm\u0259 platformalar\u0131, m\u0259lumat t\u0259miz otaqlar\u0131 v\u0259 anonimizasiya proqram t\u0259minat\u0131n\u0131 \u0259hat\u0259 edir. Bunlar GDPR-\u0259 uy\u011fun olaraq t\u0259hl\u00fck\u0259siz auditoriya seqmentasiyas\u0131 v\u0259 real vaxt t\u0259hlilin\u0259 imkan verir, biznesl\u0259r\u0259 kampaniyalar\u0131 effektiv optimalla\u015fd\u0131rma\u011fa v\u0259 uy\u011funlu\u011fu qoruma\u011fa k\u00f6m\u0259k edir.<\/p>\n

AB\u015e v\u0259 Avropa AI reklam\u00e7\u0131l\u0131\u011f\u0131 f\u0259rql\u0259rini biznesl\u0259r nec\u0259 k\u00f6rp\u00fcl\u0259y\u0259 bil\u0259r?<\/h3>\n","protected":false},"excerpt":{"rendered":"

AI Reklam Optimizasiyas\u0131n\u0131n M\u00fcxt\u0259lif T\u0259nziml\u0259yici M\u00fchitl\u0259rd\u0259 Strategik \u00dcmumi Bax\u0131\u015f\u0131 R\u0259q\u0259msal marketinq sah\u0259sind\u0259 s\u00fcr\u0259tl\u0259 inki\u015faf ed\u0259n AI reklam optimizasiyas\u0131 kampaniya s\u0259m\u0259r\u0259liliyini art\u0131rmaq v\u0259 \u00f6l\u00e7\u00fcl\u0259 bil\u0259n biznes n\u0259tic\u0259l\u0259rini t\u0259min etm\u0259k \u00fc\u00e7\u00fcn \u0259sas al\u0259t kimi ortaya \u00e7\u0131x\u0131b. Lakin bu texnologiyalar\u0131n t\u0259tbiqi AB\u015e v\u0259 Avropada \u0259h\u0259miyy\u0259tli d\u0259r\u0259c\u0259d\u0259 f\u0259rql\u0259nir, \u0259sas\u0259n \u00dcmumi M\u0259lumat M\u00fchafiz\u0259si Qaydas\u0131 (GDPR) t\u0259r\u0259find\u0259n qoyulan s\u0259rt m\u0259lumat m\u0259xfilik […]<\/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":[1929],"tags":[546],"class_list":["post-107120","post","type-post","status-publish","format-standard","hentry","category-ai-reklam-optimizasiyasi-az","tag-ai-3"],"acf":[],"_links":{"self":[{"href":"https:\/\/alienroad.com\/az\/wp-json\/wp\/v2\/posts\/107120","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=107120"}],"version-history":[{"count":1,"href":"https:\/\/alienroad.com\/az\/wp-json\/wp\/v2\/posts\/107120\/revisions"}],"predecessor-version":[{"id":107124,"href":"https:\/\/alienroad.com\/az\/wp-json\/wp\/v2\/posts\/107120\/revisions\/107124"}],"wp:attachment":[{"href":"https:\/\/alienroad.com\/az\/wp-json\/wp\/v2\/media?parent=107120"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/alienroad.com\/az\/wp-json\/wp\/v2\/categories?post=107120"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/alienroad.com\/az\/wp-json\/wp\/v2\/tags?post=107120"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}