{"id":50444,"date":"2026-03-26T15:27:57","date_gmt":"2026-03-26T15:27:57","guid":{"rendered":"https:\/\/alienroad.com\/uncategorized-az\/mastering-ai-advertising-optimization-strategies-for-enhance-14\/"},"modified":"2026-03-29T19:35:36","modified_gmt":"2026-03-29T19:35:36","slug":"mastering-ai-advertising-optimization-strategies-for-enhance-14","status":"publish","type":"post","link":"https:\/\/alienroad.com\/az\/ai-advertising-optimization-2\/mastering-ai-advertising-optimization-strategies-for-enhance-14\/","title":{"rendered":"AI Reklam Optimizasiyas\u0131n\u0131 M\u00fck\u0259mm\u0259ll\u0259\u015fdirm\u0259k: Kampaniya Performans\u0131n\u0131 T\u0259kmill\u0259\u015fdirm\u0259k Strategiyalar\u0131"},"content":{"rendered":"

R\u0259q\u0259msal marketinqin s\u00fcr\u0259tl\u0259 inki\u015faf ed\u0259n land\u015faft\u0131nda AI reklam<\/a> optimizasiyas\u0131 transformasiya q\u00fcvv\u0259si kimi dayan\u0131r, biznesl\u0259r\u0259 reklamlar\u0131 misilsiz d\u0259qiqlik v\u0259 s\u0259m\u0259r\u0259lilikl\u0259 yaratmaq v\u0259 t\u0259kmill\u0259\u015fdirm\u0259k imkan\u0131 verir. Bu yana\u015fma s\u00fcni intellektin avtomatla\u015fd\u0131rma v\u0259 reklam yaratman\u0131n m\u00fcxt\u0259lif aspektl\u0259rini t\u0259kmill\u0259\u015fdirm\u0259k \u00fc\u00e7\u00fcn istifad\u0259 edilm\u0259sind\u0259n ibar\u0259tdir, ilkin konsepsiya yaratmas\u0131ndan tutmu\u015f davaml\u0131 performans ayarlamas\u0131na q\u0259d\u0259r. Ma\u015f\u0131n \u00f6yr\u0259nm\u0259si alqoritml\u0259rini inteqrasiya ed\u0259r\u0259k, AI b\u00f6y\u00fck veril\u0259nl\u0259r siyah\u0131lar\u0131n\u0131 emal edir v\u0259 insan analitikl\u0259rinin g\u00f6zd\u0259n qa\u00e7\u0131ra bil\u0259c\u0259yi n\u00fcmun\u0259l\u0259ri m\u00fc\u0259yy\u0259nl\u0259\u015fdirir, n\u0259tic\u0259d\u0259 h\u0259d\u0259f auditoriyalarla daha d\u0259rind\u0259n rezonans yaradan kampaniyalar \u0259m\u0259l\u0259 g\u0259lir. M\u0259s\u0259l\u0259n, AI f\u0259rdi istifad\u0259\u00e7i davran\u0131\u015flar\u0131na uy\u011funla\u015fd\u0131r\u0131lm\u0131\u015f f\u0259rdil\u0259\u015fdirilmi\u015f reklam m\u0259tni v\u0259 vizuallar\u0131 yarada bil\u0259r, h\u0259r bir reklam\u0131n uy\u011fun v\u0259 c\u0259lbedici g\u00f6r\u00fcnm\u0259sini t\u0259min edir.<\/p>\n

AI-d\u0259n reklam yaratmaqda istifad\u0259 etm\u0259yin \u0259sas \u00fcst\u00fcnl\u00fcy\u00fc b\u00fct\u00fcn reklam h\u0259yat d\u00f6vr\u00fcn\u00fc sad\u0259l\u0259\u015fdirm\u0259k qabiliyy\u0259tind\u0259dir. \u018fn\u0259n\u0259vi \u00fcsullar tez-tez \u0259l il\u0259 fikir yaratma\u011f\u0131, test etm\u0259yi v\u0259 t\u0259nziml\u0259m\u0259l\u0259ri \u0259hat\u0259 edir ki, bu da vaxt apar\u0131r v\u0259 q\u0259r\u0259z\u0259 m\u0259ruz qal\u0131r. Lakin AI m\u0259lumat \u0259sasl\u0131 q\u0259rar q\u0259bulunu t\u0259qdim edir ki, bu da yarad\u0131c\u0131l\u0131\u011f\u0131 s\u00fcr\u0259tl\u0259ndirir v\u0259 s\u0259hvl\u0259ri minimuma endirir. E-ticar\u0259t brendinin m\u0259hsul kampaniyas\u0131 ba\u015flatd\u0131\u011f\u0131 ssenarini n\u0259z\u0259r\u0259 al\u0131n: AI al\u0259tl\u0259ri ke\u00e7mi\u015f sat\u0131\u015f m\u0259lumatlar\u0131n\u0131, r\u0259qib strategiyalar\u0131n\u0131 v\u0259 cari bazar meyll\u0259rini t\u0259hlil ed\u0259r\u0259k, qar\u015f\u0131l\u0131ql\u0131 \u0259laq\u0259ni maksimuma \u00e7atd\u0131ran reklam variantlar\u0131n\u0131 t\u0259klif ed\u0259 bil\u0259r. Bu, yaln\u0131z istehsal x\u0259rcl\u0259rini azald\u0131r, h\u0259m d\u0259 resurslar\u0131 y\u00fcks\u0259k potensial yarad\u0131c\u0131l\u0131qlara y\u00f6n\u0259ld\u0259r\u0259k reklam x\u0259rcl\u0259ri qaytar\u0131lmas\u0131n\u0131 (ROAS) art\u0131r\u0131r. Bundan \u0259lav\u0259, AI davaml\u0131 \u00f6yr\u0259nm\u0259 vasit\u0259sil\u0259 optimizasiya prosesl\u0259rini t\u0259kmill\u0259\u015fdirir, real vaxt r\u0259yl\u0259rin\u0259 uy\u011funla\u015faraq reklamlar\u0131 dinamik \u015f\u0259kild\u0259 t\u0259kmill\u0259\u015fdirir. Bu texnologiyalar\u0131 q\u0259bul ed\u0259n biznesl\u0259r Google Ads v\u0259 Facebook Ads Manager kimi platformalar\u0131n s\u0259naye standartlar\u0131na g\u00f6r\u0259 klikl\u0259r \u00fczr\u0259 d\u0259r\u0259c\u0259l\u0259rd\u0259 (CTR) 30%-\u0259 q\u0259d\u0259r yax\u015f\u0131la\u015fma v\u0259 konversiyalarda 20% art\u0131m qeyd edirl\u0259r.<\/p>\n

Yaln\u0131z yaratmadan k\u0259narda, AI reklam<\/a> optimizasiyas\u0131 proqnozla\u015fd\u0131rma analitikas\u0131 v\u0259 miqyasda A\/B testl\u0259ri kimi elementl\u0259ri daxil ed\u0259r\u0259k strateji d\u0259rinliyi formala\u015fd\u0131r\u0131r. Bu, marketinq\u00e7il\u0259r\u0259 istehlak\u00e7\u0131 reaksiyalar\u0131n\u0131 proqnozla\u015fd\u0131rma\u011fa v\u0259 s\u00fcr\u0259tl\u0259 iterasiya etm\u0259y\u0259 imkan verir, reklamlar\u0131n auditoriya \u00fcst\u00fcnl\u00fckl\u0259ri il\u0259 birlikd\u0259 inki\u015faf etm\u0259sini t\u0259min edir. R\u0259q\u0259msal kanallar \u00e7o\u011fal\u0131nca, \u00e7evik, intellektli reklam h\u0259ll\u0259rin\u0259 t\u0259l\u0259bat art\u0131r, AI-\u0131 r\u0259qab\u0259t \u00fcst\u00fcnl\u00fcy\u00fc \u00fc\u00e7\u00fcn ayr\u0131lmaz al\u0259t m\u00f6vqeyin\u0259 qoyur. \u00d6z\u00fcnd\u0259n, AI-d\u0259n reklam yaratmaq yaln\u0131z s\u0259m\u0259r\u0259lilik haqq\u0131nda deyil; bu, \u00f6l\u00e7\u00fcl\u0259 bil\u0259n biznes n\u0259tic\u0259l\u0259rini t\u0259\u015fviq ed\u0259n t\u0259cr\u00fcb\u0259l\u0259r yaratmaq haqq\u0131ndad\u0131r.<\/p>\n

AI Reklam Optimizasiyas\u0131n\u0131n \u018fsaslar\u0131<\/h2>\n

\u018fsasda, AI reklam optimizasiyas\u0131<\/a> reklam kampaniyalar\u0131n\u0131n effektivliyini art\u0131rmaq \u00fc\u00e7\u00fcn alqoritml\u0259rin t\u0259tbiqini \u0259hat\u0259 edir. Bu proses m\u0259lumat q\u0259bulu il\u0259 ba\u015flay\u0131r, burada AI sisteml\u0259ri istifad\u0259\u00e7i qar\u015f\u0131l\u0131ql\u0131 \u0259laq\u0259l\u0259ri, demorafik profill\u0259ri v\u0259 davran\u0131\u015f siqnallar\u0131n\u0131 d\u0259 daxil olmaqla \u00e7oxsayl\u0131 m\u0259nb\u0259l\u0259rd\u0259n m\u0259lumat toplay\u0131r. T\u0259bii dil emal\u0131 (NLP) v\u0259 komp\u00fcter g\u00f6rm\u0259sini t\u0259tbiq ed\u0259r\u0259k, AI brend qaydalar\u0131na uy\u011fun olaraq spesifik tama\u015fa\u00e7\u0131 seqmentl\u0259rin\u0259 c\u0259lbedici reklam elementl\u0259ri yarad\u0131r.<\/p>\n

AI-\u0131 Reklam Yaratma \u0130\u015f ax\u0131nlar\u0131na \u0130nteqrasiya Etm\u0259k<\/h3>\n

AI-\u0131 reklam yaratma i\u015f ax\u0131nlar\u0131na inteqrasiya etm\u0259k strukturla\u015fd\u0131r\u0131lm\u0131\u015f yana\u015fma t\u0259l\u0259b edir. Adobe Sensei v\u0259 ya Google-un Performance Max kimi g\u00fccl\u00fc AI qabiliyy\u0259tl\u0259rin\u0259 malik platformalar\u0131 se\u00e7m\u0259kl\u0259 ba\u015flay\u0131n. Bu al\u0259tl\u0259r brend \u015f\u00fcurunu v\u0259 ya lider yaratmas\u0131n\u0131 kimi m\u00fc\u0259yy\u0259n m\u0259qs\u0259dl\u0259r\u0259 \u0259sas\u0259n ba\u015fl\u0131qlardan g\u00f6r\u00fcnt\u00fcl\u0259r\u0259 q\u0259d\u0259r reklam aktivl\u0259rinin yarad\u0131lmas\u0131n\u0131 avtomatla\u015fd\u0131r\u0131r. M\u0259s\u0259l\u0259n, AI bir reklam banneirinin 50 variant\u0131n\u0131 d\u0259qiq\u0259l\u0259r \u0259rzind\u0259 yarada bil\u0259r, h\u0259r biri f\u0259rqli cihazlar v\u0259 yerl\u0259\u015fdirm\u0259l\u0259r \u00fc\u00e7\u00fcn optimalla\u015fd\u0131r\u0131lm\u0131\u015fd\u0131r. Bu miqyasl\u0131l\u0131q yarad\u0131c\u0131l\u0131q komandalar\u0131n\u0131 h\u0259ddind\u0259n art\u0131q y\u00fckl\u0259m\u0259d\u0259n h\u0259rt\u0259r\u0259fli testl\u0259ri t\u0259min edir. Bundan \u0259lav\u0259, AI ke\u00e7mi\u015f performans metrikalar\u0131n\u0131 t\u0259hlil ed\u0259r\u0259k bu aktivl\u0259ri t\u0259kmill\u0259\u015fdirir, m\u0259s\u0259l\u0259n, dinamik yarad\u0131lm\u0131\u015f vizuallar\u0131n statik olanlardan 15% daha y\u00fcks\u0259k qar\u015f\u0131l\u0131ql\u0131 \u0259laq\u0259 d\u0259r\u0259c\u0259sin\u0259 malik olmas\u0131 kimi, \u0259sas reklam texnologiya \u015firk\u0259tl\u0259rinin v\u0259ziyy\u0259t t\u0259dqiqatlar\u0131 il\u0259 s\u00fcbut olunur.<\/p>\n

Marketinq\u00e7il\u0259r \u00dc\u00e7\u00fcn \u018fsas Faydalar<\/h3>\n

Faydalar vaxt q\u0259na\u0259ti v\u0259 x\u0259rc azald\u0131lmas\u0131na q\u0259d\u0259r uzan\u0131r. AI istifad\u0259 ed\u0259n marketinq\u00e7il\u0259r \u0259l il\u0259 optimizasiyalara 40% az vaxt s\u0259rf etdikl\u0259rini qeyd edirl\u0259r, resurslar\u0131 strateji planla\u015fd\u0131rma \u00fc\u00e7\u00fcn azad edirl\u0259r. \u018flav\u0259 olaraq, AI \u0259sasl\u0131 f\u0259rdil\u0259\u015fdirm\u0259 daha y\u00fcks\u0259k uy\u011funluq bal\u0131lara s\u0259b\u0259b olur ki, platformalar bunu a\u015fa\u011f\u0131 klik ba\u015f\u0131na x\u0259rc (CPC) d\u0259r\u0259c\u0259l\u0259ri il\u0259 m\u00fckafatland\u0131r\u0131r, optimalla\u015fd\u0131r\u0131lm\u0131\u015f kampaniyalarda tez-tez 25% azalma g\u00f6st\u0259rir.<\/p>\n

AI il\u0259 Real Vaxt Performans T\u0259hlili<\/h2>\n

Real vaxt performans t\u0259hlili AI reklam optimizasiyas\u0131<\/a>n\u0131n t\u0259m\u0259l da\u015f\u0131d\u0131r, kampaniyalar\u0131 izl\u0259m\u0259d\u0259 d\u0259rhal t\u0259nziml\u0259m\u0259l\u0259r\u0259 imkan verir. AI t\u0259\u0259ss\u00fcratlar, klikl\u0259r v\u0259 konversiyalar kimi \u0259sas performans g\u00f6st\u0259ricil\u0259rini (KPI) ba\u015f ver\u0259rk\u0259n izl\u0259yir, proqnoz modell\u0259rind\u0259n istifad\u0259 ed\u0259r\u0259k n\u0259tic\u0259l\u0259ri proqnozla\u015fd\u0131r\u0131r v\u0259 m\u00fcdaxil\u0259l\u0259ri t\u0259klif edir.<\/p>\n

\u0130zl\u0259m\u0259 \u00dc\u00e7\u00fcn Al\u0259tl\u0259r v\u0259 Texnologiyalar<\/h3>\n

Optimizely kimi qabaqc\u0131l al\u0259tl\u0259r v\u0259 ya Meta Business Suite-d\u0259 AI t\u0259kmill\u0259\u015fdirilmi\u015f paneli detall\u0131 m\u0259lumatlar t\u0259qdim edir. Bu sisteml\u0259r m\u0259lumat ax\u0131nlar\u0131n\u0131 millisaniy\u0259l\u0259rd\u0259 emal edir, CTR-d\u0259 q\u0259fil eni\u015fl\u0259r kimi anomaliyalar\u0131 m\u00fc\u0259yy\u0259nl\u0259\u015fdirir. M\u0259s\u0259l\u0259n, reklam\u0131n performans\u0131 auditoriya maraqlar\u0131n\u0131n d\u0259yi\u015fm\u0259si s\u0259b\u0259bind\u0259n en\u0259rs\u0259, AI onu avtomatik olaraq dayand\u0131r\u0131r v\u0259 ehtiyat variant\u0131n\u0131 aktivl\u0259\u015fdirir, impulsu saxlay\u0131r v\u0259 potensial olaraq itirilmi\u015f s\u0259m\u0259r\u0259liliyin 10-15%-ni b\u0259rpa edir.<\/p>\n

Kampaniya \u00c7evikliyin\u0259 T\u0259sir<\/h3>\n

Bu \u00e7eviklik \u00fcst\u00fcn ROAS-a \u00e7evrilir. Real vaxt AI t\u0259hlilind\u0259n istifad\u0259 ed\u0259n p\u0259rak\u0259nd\u0259 m\u00fc\u015ft\u0259ri saatlar \u0259rzind\u0259 b\u00fcdc\u0259ni \u0259n yax\u015f\u0131 performansa malik reklamlara yenid\u0259n b\u00f6l\u00fc\u015fd\u00fcr\u0259r\u0259k ROAS-da 35% art\u0131m \u0259ld\u0259 etdi, g\u00fcnl\u0259r \u0259v\u0259zin\u0259. Bel\u0259 cavabdehlik s\u00fcr\u0259tli bazarlarda kritikdir ki, burada istehlak\u00e7\u0131 meyll\u0259ri bir gec\u0259d\u0259 d\u0259yi\u015f\u0259 bil\u0259r.<\/p>\n

AI Vasit\u0259sil\u0259 Auditoriya Seqmentasiyas\u0131n\u0131 T\u0259kmill\u0259\u015fdirm\u0259k<\/h2>\n

Auditoriya seqmentasiyas\u0131 h\u0259d\u0259fli reklam\u0131n t\u0259m\u0259li t\u0259\u015fkil edir v\u0259 AI bunu geni\u015f demorafiyalar daxilind\u0259 inc\u0259 klasterl\u0259ri a\u015fkar etm\u0259kl\u0259 y\u00fcks\u0259ldir. Ma\u015f\u0131n \u00f6yr\u0259nm\u0259si alqoritml\u0259ri davran\u0131\u015f, psixorafik v\u0259 tranzaksiya m\u0259lumatlar\u0131n\u0131 s\u00fcz\u0259r\u0259k hiper-spesifik seqmentl\u0259r yarad\u0131r, f\u0259rdil\u0259\u015fdirilmi\u015f reklam \u00e7atd\u0131r\u0131lmas\u0131n\u0131 t\u0259min edir.<\/p>\n

Dinamik Seqmentl\u0259r Qurmaq<\/h3>\n

Dinamik seqmentasiya AI-n\u0131n t\u0259z\u0259 m\u0259lumatlara \u0259sas\u0259n qruplar\u0131 davaml\u0131 yenil\u0259m\u0259sini \u0259hat\u0259 edir. Segment.io kimi al\u0259tl\u0259r AI il\u0259 inteqrasiya olunduqda brauzinq n\u00fcmun\u0259l\u0259rind\u0259n “y\u00fcks\u0259k niyy\u0259tli al\u0131\u015f-vericil\u0259r” kimi seqmentl\u0259ri m\u00fc\u0259yy\u0259nl\u0259\u015fdir\u0259 bil\u0259r, uy\u011funlu\u011fu art\u0131ran reklamlar \u00e7atd\u0131r\u0131r. Ke\u00e7mi\u015f al\u0131\u015flara \u0259sas\u0259n m\u0259hsul t\u00f6vsiy\u0259l\u0259ri kimi f\u0259rdil\u0259\u015fdirilmi\u015f reklam t\u0259klifl\u0259ri a\u00e7\u0131q d\u0259r\u0259c\u0259l\u0259rini 28% art\u0131ra bil\u0259r, eMarketer m\u0259lumatlar\u0131na g\u00f6r\u0259.<\/p>\n

Seqmentasiya Effektivliyini \u00d6l\u00e7m\u0259k<\/h3>\n

Effektivlik auditoriya uy\u011funluq d\u0259r\u0259c\u0259l\u0259ri v\u0259 konversiya art\u0131m\u0131 kimi metriklar vasit\u0259sil\u0259 qiym\u0259tl\u0259ndirilir. AI seqmentl\u0259\u015fdirilmi\u015f auditoriyal\u0131 kampaniyalar tez-tez 20% daha y\u00fcks\u0259k qar\u015f\u0131l\u0131ql\u0131 \u0259laq\u0259 g\u00f6st\u0259rir, d\u0259qiq h\u0259d\u0259fl\u0259m\u0259nin \u00fcmumi yana\u015fmalardan \u00fcst\u00fcnl\u00fcy\u00fcn\u00fc vur\u011fulay\u0131r.<\/p>\n

AI \u0130stifad\u0259 Ed\u0259r\u0259k Konversiya D\u0259r\u0259c\u0259sini Yax\u015f\u0131la\u015fd\u0131rmaq Strategiyalar\u0131<\/h2>\n

Konversiya d\u0259r\u0259c\u0259sini yax\u015f\u0131la\u015fd\u0131rmaq AI reklam optimizasiyas\u0131n\u0131n \u0259sas m\u0259qs\u0259didir, intellektli testl\u0259m\u0259 v\u0259 f\u0259rdil\u0259\u015fdirm\u0259 vasit\u0259sil\u0259 \u0259ld\u0259 edilir. AI istifad\u0259\u00e7i s\u0259yah\u0259tind\u0259 s\u00fcrtm\u0259 n\u00f6qt\u0259l\u0259rini m\u00fc\u0259yy\u0259nl\u0259\u015fdirir v\u0259 prospektl\u0259ri h\u0259r\u0259k\u0259t\u0259 y\u00f6n\u0259ltm\u0259k \u00fc\u00e7\u00fcn reklam elementl\u0259rini optimalla\u015fd\u0131r\u0131r.<\/p>\n

Miqyasda F\u0259rdil\u0259\u015fdirm\u0259 v\u0259 A\/B Testl\u0259ri<\/h3>\n

AI minl\u0259rl\u0259k variant\u0131 qiym\u0259tl\u0259ndir\u0259r\u0259k geni\u015f A\/B testl\u0259rini asanla\u015fd\u0131r\u0131r v\u0259 qalibl\u0259ri m\u00fc\u0259yy\u0259nl\u0259\u015fdirir. Konversiya fokuslu strategiyalar \u00fc\u00e7\u00fcn istifad\u0259\u00e7i niyy\u0259tin\u0259 uy\u011fun f\u0259rdil\u0259\u015fdirilmi\u015f h\u0259r\u0259k\u0259t\u0259 \u00e7a\u011f\u0131r\u0131\u015flar (CTA) t\u0259klif edir, n\u0259tic\u0259d\u0259 d\u0259r\u0259c\u0259l\u0259rd\u0259 50%-\u0259 q\u0259d\u0259r art\u0131m \u0259ld\u0259 edilir. M\u0259s\u0259l\u0259n, B2B proqram t\u0259minat \u015firk\u0259ti AI-dan istifad\u0259 ed\u0259r\u0259k reklamlardan l\u0259ndinq s\u0259hif\u0259 y\u00f6nl\u0259ndirm\u0259l\u0259rini f\u0259rdil\u0259\u015fdirdi v\u0259 40% konversiya art\u0131m\u0131 \u0259ld\u0259 etdi.<\/p>\n

M\u0259lumat \u018fsasl\u0131 Taktilarla ROAS-\u0131 Art\u0131rmaq<\/h3>\n

ROAS-\u0131 art\u0131rmaq \u00fc\u00e7\u00fcn AI reklam x\u0259rcl\u0259rini a\u015fa\u011f\u0131 ax\u0131n g\u0259lirl\u0259ri il\u0259 korrelyasiya edir v\u0259 buna uy\u011fun bidl\u0259ri optimalla\u015fd\u0131r\u0131r. Taktiler m\u0259yus seqmentl\u0259ri yenil\u0259nmi\u015f yarad\u0131c\u0131l\u0131qlarla yenid\u0259n h\u0259d\u0259fl\u0259m\u0259yi \u0259hat\u0259 edir ki, bu avtomobil s\u0259naye standartlar\u0131nda 3x ROAS yax\u015f\u0131la\u015fmas\u0131 ver\u0259 bil\u0259r.<\/p>\n

AI Kampaniyalar\u0131nda Avtomatla\u015fd\u0131r\u0131lm\u0131\u015f B\u00fcdc\u0259 \u0130dar\u0259etm\u0259sini T\u0259tbiq Etm\u0259k<\/h2>\n

Avtomatla\u015fd\u0131r\u0131lm\u0131\u015f b\u00fcdc\u0259 idar\u0259etm\u0259si resurslar\u0131n s\u0259m\u0259r\u0259li b\u00f6l\u00fc\u015fd\u00fcr\u00fclm\u0259sini t\u0259min edir, AI d\u0259y\u0259ri maksimuma \u00e7atd\u0131rmaq \u00fc\u00e7\u00fcn saniy\u0259 t\u00f6r\u0259m\u0259l\u0259rind\u0259 q\u0259rarlar q\u0259bul edir. Bu x\u00fcsusiyy\u0259t a\u015fa\u011f\u0131 performansa malik reklamlarda art\u0131q x\u0259rcl\u0259nm\u0259ni qar\u015f\u0131laya bil\u0259r v\u0259 qalibl\u0259ri miqyaslay\u0131r.<\/p>\n

A\u011f\u0131ll\u0131 B\u00f6l\u00fc\u015fd\u00fcrm\u0259 \u00dc\u00e7\u00fcn Alqoritml\u0259r<\/h3>\n

Google Smart Bidding-d\u0259ki kimi alqoritml\u0259r konversiya ehtimal\u0131na \u0259sas\u0259n bidl\u0259ri t\u0259nziml\u0259m\u0259k \u00fc\u00e7\u00fcn g\u00fccl\u0259ndirm\u0259 \u00f6yr\u0259nm\u0259sind\u0259n istifad\u0259 edir. Praktikada bu qazanma x\u0259rcl\u0259rini (CPA) 30% azalda bil\u0259r v\u0259 h\u0259cm saxlay\u0131r, e-ticar\u0259t pilotlar\u0131nda s\u00fcbut olunur.<\/p>\n

X\u0259b\u0259rdarl\u0131q Azaltma v\u0259 Miqyasl\u0131l\u0131q<\/h3>\n

Avtomatla\u015fd\u0131rma g\u00fcnd\u0259lik limitl\u0259r kimi qoruyucular quraraq riskl\u0259ri azald\u0131r v\u0259 kampaniyalar aras\u0131nda problemsiz miqyaslan\u0131r. Biznesl\u0259r \u00fcmumi b\u00fcdc\u0259 s\u0259m\u0259r\u0259liliyind\u0259 25% qazanc qeyd edirl\u0259r, bu da innovativ reklam formatlar\u0131na yenid\u0259n investisiya etm\u0259y\u0259 imkan verir.<\/p>\n

AI Reklam Optimizasiyas\u0131nda \u0130r\u0259lil\u0259yi\u015f Yolunu X\u0259rit\u0259l\u0259m\u0259k<\/h2>\n

AI texnologiyalar\u0131 inki\u015faf etdikc\u0259, AI reklam optimizasiyas\u0131n\u0131n g\u0259l\u0259c\u0259yi s\u0259s axtar\u0131\u015f\u0131 v\u0259 art\u0131r\u0131lm\u0131\u015f reall\u0131q reklamlar\u0131 kimi yeni meyll\u0259rl\u0259 daha b\u00f6y\u00fck inteqrasiyan\u0131 v\u0259d edir. Bu evolyasiyalar\u0131 proaktiv q\u0259bul ed\u0259n biznesl\u0259r davaml\u0131 r\u0259qab\u0259t \u00fcst\u00fcnl\u00fckl\u0259rini t\u0259min ed\u0259c\u0259kl\u0259r, m\u0259lumatlar\u0131 strateji proqnozla\u015fd\u0131rmaya \u00e7evir\u0259c\u0259kl\u0259r. T\u0259tbiq strategiyalar\u0131 yarad\u0131c\u0131l\u0131\u011f\u0131n alqoritml\u0259ri m\u0259lumatland\u0131rmas\u0131 v\u0259 analitikan\u0131n sezgini t\u0259kmill\u0259\u015fdirm\u0259si il\u0259 hibrit insan-AI komandalar\u0131n\u0131 \u0259hat\u0259 edir.<\/p>\n

Bu dinamik m\u00fchitd\u0259 Alien Road AI reklam optimizasiyas\u0131n\u0131n m\u00fcr\u0259kk\u0259blikl\u0259ri vasit\u0259sil\u0259 m\u00fc\u0259ssis\u0259l\u0259ri y\u00f6nl\u0259ndir\u0259n \u0259n yax\u015f\u0131 konsaltinq \u015firk\u0259ti kimi ortaya \u00e7\u0131x\u0131r. M\u00fct\u0259x\u0259ssisl\u0259rimiz real vaxt performans t\u0259hlili, m\u00fcr\u0259kk\u0259b auditoriya seqmentasiyas\u0131 v\u0259 avtomatla\u015fd\u0131r\u0131lm\u0131\u015f b\u00fcdc\u0259 idar\u0259etm\u0259sind\u0259n istifad\u0259 ed\u0259r\u0259k f\u0259rdil\u0259\u015fdirilmi\u015f strategiyalar t\u0259qdim edir, konversiya d\u0259r\u0259c\u0259sini yax\u015f\u0131la\u015fd\u0131r\u0131r v\u0259 ROAS-\u0131 y\u00fcks\u0259ldir. Reklam land\u015faft\u0131n\u0131z\u0131 d\u0259yi\u015fdirm\u0259k v\u0259 misilsiz n\u0259tic\u0259l\u0259r \u0259ld\u0259 etm\u0259k \u00fc\u00e7\u00fcn bu g\u00fcn Alien Road il\u0259 \u0259m\u0259kda\u015fl\u0131q edin.<\/p>\n

AI-d\u0259n Reklam Yaratmaq Haqq\u0131nda Tez-Tez Veril\u0259n Suallar<\/h2>\n

AI reklam optimizasiyas\u0131 n\u0259dir?<\/h3>\n

AI reklam optimizasiyas\u0131 s\u00fcni intellekt texnologiyalar\u0131ndan reklamlar\u0131n yarad\u0131lmas\u0131, h\u0259d\u0259fl\u0259nm\u0259si v\u0259 performans\u0131n\u0131 t\u0259kmill\u0259\u015fdirm\u0259k \u00fc\u00e7\u00fcn istifad\u0259ni n\u0259z\u0259rd\u0259 tutur. Bu, m\u0259lumatlar\u0131 t\u0259hlil ed\u0259n alqoritml\u0259ri \u0259hat\u0259 edir ki, reklam f\u0259rdil\u0259\u015fdirm\u0259sini avtomatla\u015fd\u0131r\u0131r, istifad\u0259\u00e7i qar\u015f\u0131l\u0131ql\u0131 \u0259laq\u0259sini proqnozla\u015fd\u0131r\u0131r v\u0259 kampaniyalar\u0131 real vaxtda t\u0259nziml\u0259yir, marketinq\u00e7il\u0259r \u00fc\u00e7\u00fcn effektivliyi v\u0259 ROI art\u0131rmaqla n\u0259tic\u0259l\u0259nir.<\/p>\n

AI reklam yaratmada nec\u0259 k\u00f6m\u0259k edir?<\/h3>\n

AI reklam yaratmada brend s\u0259si v\u0259 h\u0259d\u0259f m\u0259qs\u0259dl\u0259r kimi giri\u015f parametr\u0259l\u0259rin\u0259 \u0259sas\u0259n m\u0259tn, g\u00f6r\u00fcnt\u00fcl\u0259r v\u0259 videolar kimi yarad\u0131c\u0131l\u0131q elementl\u0259rini yarad\u0131r. Al\u0259tl\u0259r tez variantlar istehsal etm\u0259k \u00fc\u00e7\u00fcn generativ modell\u0259rd\u0259n istifad\u0259 edir, s\u00fcr\u0259tli prototipl\u0259\u015fdirm\u0259 v\u0259 testl\u0259m\u0259y\u0259 imkan verir ki, reklamlar auditoriya \u00fcst\u00fcnl\u00fckl\u0259rin\u0259 uy\u011fun olsun v\u0259 daha yax\u015f\u0131 qar\u015f\u0131l\u0131ql\u0131 \u0259laq\u0259 yarats\u0131n.<\/p>\n

Biznesl\u0259r niy\u0259 reklam optimizasiyas\u0131 \u00fc\u00e7\u00fcn AI q\u0259bul etm\u0259lidirl\u0259r?<\/h3>\n

Biznesl\u0259r reklam optimizasiyas\u0131 \u00fc\u00e7\u00fcn AI q\u0259bul etm\u0259lidirl\u0259r, \u00e7\u00fcnki o, \u0259l \u00fcsullar\u0131n\u0131 \u00fcst\u0259l\u0259y\u0259n m\u0259lumat \u0259sasl\u0131 fikirl\u0259r t\u0259qdim edir, x\u0259rcl\u0259ri azald\u0131r v\u0259 konversiyalar\u0131 art\u0131r\u0131r. Real vaxt t\u0259nziml\u0259m\u0259 kabiliyy\u0259tl\u0259ri il\u0259 kampaniyalar uy\u011fun qal\u0131r, d\u0259qiq h\u0259d\u0259fl\u0259m\u0259 v\u0259 resurs b\u00f6l\u00fc\u015fd\u00fcr\u00fclm\u0259si vasit\u0259sil\u0259 potensial olaraq ROAS-\u0131 20-50% art\u0131r\u0131r.<\/p>\n

AI reklam kampaniyalar\u0131nda real vaxt performans t\u0259hlilinin rolu n\u0259dir?<\/h3>\n

AI reklam kampaniyalar\u0131nda real vaxt performans t\u0259hlili CTR v\u0259 konversiyalar kimi metriklerin davaml\u0131 izl\u0259nm\u0259sini \u0259hat\u0259 edir, d\u0259rhal optimizasiyalara imkan verir. Bu, AI-ya a\u015fa\u011f\u0131 performans\u0131 dayand\u0131rma\u011fa v\u0259 y\u00fcks\u0259kl\u0259ri miqyaslama\u011fa imkan verir, pik s\u0259m\u0259r\u0259liliyi saxlay\u0131r v\u0259 bazar d\u0259yi\u015fiklikl\u0259rin\u0259 uy\u011funla\u015f\u0131r, kampaniya u\u011furunu davam etdirir.<\/p>\n

AI auditoriya seqmentasiyas\u0131n\u0131 nec\u0259 yax\u015f\u0131la\u015fd\u0131ra bil\u0259r?<\/h3>\n

AI auditoriya seqmentasiyas\u0131n\u0131 b\u00f6y\u00fck veril\u0259nl\u0259r siyah\u0131lar\u0131n\u0131 emal ed\u0259r\u0259k istifad\u0259\u00e7i davran\u0131\u015f\u0131 v\u0259 demorafiyalarda inc\u0259 n\u00fcmun\u0259l\u0259ri m\u00fc\u0259yy\u0259nl\u0259\u015fdir\u0259r\u0259k yax\u015f\u0131la\u015fd\u0131r\u0131r. Al\u0131\u015f niyy\u0259tin\u0259 g\u00f6r\u0259 seqmentl\u0259\u015fdirm\u0259 kimi dinamik qruplar yarad\u0131r, reklam uy\u011funlu\u011funu art\u0131r\u0131r v\u0259 qar\u015f\u0131l\u0131ql\u0131 \u0259laq\u0259 d\u0259r\u0259c\u0259l\u0259rini 30%-\u0259 q\u0259d\u0259r art\u0131ra bil\u0259r.<\/p>\n

AI vasit\u0259sil\u0259 konversiya d\u0259r\u0259c\u0259sini yax\u015f\u0131la\u015fd\u0131rmaq\u0131n faydalar\u0131 n\u0259l\u0259rdir?<\/h3>\n

Faydalar t\u0259\u0259ss\u00fcratlar\u0131 sat\u0131\u015f v\u0259 ya qeydiyyat kimi h\u0259r\u0259k\u0259tl\u0259r\u0259 \u00e7evirm\u0259kd\u0259 daha y\u00fcks\u0259k s\u0259m\u0259r\u0259liliyi \u0259hat\u0259 edir. AI f\u0259rdil\u0259\u015fdirilmi\u015f t\u0259klifl\u0259r v\u0259 optimalla\u015fd\u0131r\u0131lm\u0131\u015f funnellar vasit\u0259sil\u0259 bunu \u0259ld\u0259 edir, tez-tez istifad\u0259\u00e7i spesifik mane\u0259l\u0259ri h\u0259ll ed\u0259r\u0259k v\u0259 \u00fcmumi reklam t\u0259cr\u00fcb\u0259sini t\u0259kmill\u0259\u015fdir\u0259r\u0259k d\u0259r\u0259c\u0259l\u0259rd\u0259 40% art\u0131m \u0259ld\u0259 edir.<\/p>\n

AI il\u0259 avtomatla\u015fd\u0131r\u0131lm\u0131\u015f b\u00fcdc\u0259 idar\u0259etm\u0259si nec\u0259 i\u015fl\u0259yir?<\/h3>\n

AI il\u0259 avtomatla\u015fd\u0131r\u0131lm\u0131\u015f b\u00fcdc\u0259 idar\u0259etm\u0259si proqnoz alqoritml\u0259rind\u0259n istifad\u0259 ed\u0259r\u0259k proqnozla\u015fd\u0131r\u0131lm\u0131\u015f performansa \u0259sas\u0259n v\u0259saitl\u0259ri b\u00f6l\u00fc\u015fd\u00fcr\u00fcr. Bidl\u0259ri dinamik \u015f\u0259kild\u0259 t\u0259nziml\u0259yir ki, d\u0259y\u0259ri maksimuma \u00e7atd\u0131rs\u0131n, israf\u0131 qar\u015f\u0131laya bil\u0259r v\u0259 y\u00fcks\u0259k ROI yerl\u0259\u015fdirm\u0259l\u0259rini t\u0259min edir, r\u0259qab\u0259tli m\u00fchitl\u0259rd\u0259 CPA-\u0131 25-35% azalda bil\u0259r.<\/p>\n

AI optimalla\u015fd\u0131r\u0131lm\u0131\u015f reklam kampaniyalar\u0131nda hans\u0131 metriklar izl\u0259nm\u0259lidir?<\/h3>\n

\u018fsas metriklar CTR, konversiya d\u0259r\u0259c\u0259si, ROAS, CPA v\u0259 t\u0259\u0259ss\u00fcrat pay\u0131n\u0131 \u0259hat\u0259 edir. AI al\u0259tl\u0259ri bunlar\u0131 real vaxtda izl\u0259yir, t\u0259hlil \u00fc\u00e7\u00fcn panell\u0259r t\u0259qdim edir v\u0259 sapmalar haqq\u0131nda x\u0259b\u0259rdarl\u0131q edir, marketinq\u00e7il\u0259r\u0259 konkret m\u0259lumat n\u00fcmun\u0259l\u0259ri il\u0259 strategiyalar\u0131 t\u0259kmill\u0259\u015fdirm\u0259y\u0259 k\u00f6m\u0259k edir, m\u0259s\u0259l\u0259n, optimizasiyadan sonra 15% CTR yax\u015f\u0131la\u015fmas\u0131.<\/p>\n

AI f\u0259rdil\u0259\u015fdirilmi\u015f reklam t\u0259klifl\u0259ri yarada bil\u0259rmi?<\/h3>\n

B\u0259li, AI brauzinq tarix\u00e7\u0259si v\u0259 \u00fcst\u00fcnl\u00fckl\u0259r kimi auditoriya m\u0259lumatlar\u0131n\u0131 t\u0259hlil ed\u0259r\u0259k f\u0259rdil\u0259\u015fdirilmi\u015f reklam t\u0259klifl\u0259ri yarad\u0131r. F\u0259rdi m\u0259hsul vur\u011fular\u0131 kimi m\u0259zmun variantlar\u0131n\u0131 t\u0259klif edir ki, uy\u011funlu\u011fu art\u0131r\u0131r v\u0259 klik d\u0259r\u0259c\u0259l\u0259rini 28% y\u00fcks\u0259ld\u0259 bil\u0259r, m\u00fc\u015ft\u0259ri \u0259laq\u0259l\u0259rini g\u00fccl\u0259ndirir.<\/p>\n

AI ROAS-\u0131 art\u0131rmaq \u00fc\u00e7\u00fcn hans\u0131 strategiyalardan istifad\u0259 edir?<\/h3>\n

AI bid optimizasiyas\u0131, yarad\u0131c\u0131l\u0131q testl\u0259ri v\u0259 y\u00fcks\u0259k d\u0259y\u0259rli seqmentl\u0259rin yenid\u0259n h\u0259d\u0259fl\u0259nm\u0259si vasit\u0259sil\u0259 ROAS-\u0131 art\u0131r\u0131r. Strategiyalar x\u0259rcl\u0259ri g\u0259lir n\u0259tic\u0259l\u0259ri il\u0259 korrelyasiya etm\u0259yi v\u0259 b\u00fcdc\u0259l\u0259ri yenid\u0259n b\u00f6l\u00fc\u015fd\u00fcrm\u0259yi \u0259hat\u0259 edir, proqnozla\u015fd\u0131r\u0131lm\u0131\u015f y\u00fcks\u0259k konverterl\u0259r\u0259 fokuslanmaqla ROAS-\u0131n \u00fc\u00e7qat artmas\u0131 kimi hallarda.<\/p>\n

Reklam yaratmaq \u00fc\u00e7\u00fcn AI il\u0259 nec\u0259 ba\u015flamaq olar?<\/h3>\n

Ba\u015flamaq \u00fc\u00e7\u00fcn Canva-n\u0131n AI x\u00fcsusiyy\u0259tl\u0259ri v\u0259 ya Google Ads AI al\u0259tl\u0259ri kimi istifad\u0259\u00e7i dostu platformalar\u0131 se\u00e7in, kampaniya m\u0259qs\u0259dl\u0259rini daxil edin v\u0259 ilkin m\u0259lumatlarla modell\u0259ri \u00f6yr\u0259din. Performans metrikleri yana\u015fman\u0131 t\u0259sdiql\u0259dikc\u0259 ki\u00e7ik testl\u0259rl\u0259 ba\u015flay\u0131n v\u0259 t\u0259dric\u0259n miqyaslay\u0131n.<\/p>\n

AI-d\u0259n reklam yaratmaqda hans\u0131 \u00e7\u0259tinlikl\u0259r yaran\u0131r?<\/h3>\n

\u00c7\u0259tinlikl\u0259r m\u0259lumat m\u0259xfiliyy\u0259ti narahatl\u0131qlar\u0131, alqoritm q\u0259r\u0259zl\u0259ri v\u0259 inteqrasiya m\u00fcr\u0259kk\u0259blikl\u0259rini \u0259hat\u0259 edir. Bunlar\u0131 h\u0259ll etm\u0259k g\u00fccl\u00fc uy\u011funluq t\u0259dbirl\u0259ri, m\u00fcxt\u0259lif \u00f6yr\u0259tm\u0259 m\u0259lumatlar\u0131 v\u0259 ekspert r\u0259hb\u0259rliyi t\u0259l\u0259b edir ki, etik v\u0259 effektiv AI t\u0259tbiqini t\u0259min etsin v\u0259 kampaniya b\u00fct\u00f6vl\u00fcy\u00fcn\u00fc kompromis etm\u0259sin.<\/p>\n

Reklam u\u011furu \u00fc\u00e7\u00fcn real vaxt t\u0259hlili niy\u0259 vacibdir?<\/h3>\n

Real vaxt t\u0259hlili vacibdir, \u00e7\u00fcnki r\u0259q\u0259msal auditoriyalar s\u00fcr\u0259tl\u0259 inki\u015faf edir v\u0259 t\u0259nziml\u0259m\u0259l\u0259rd\u0259 gecikm\u0259l\u0259r f\u00fcrs\u0259tl\u0259ri qa\u00e7\u0131rma\u011fa s\u0259b\u0259b ola bil\u0259r. O, proaktiv d\u00fcz\u0259li\u015fl\u0259r\u0259 imkan verir, m\u0259s\u0259l\u0259n, a\u015fa\u011f\u0131 performansa malik yarad\u0131c\u0131l\u0131qlar\u0131 t\u0259kmill\u0259\u015fdirm\u0259kl\u0259 impulsu saxlay\u0131r v\u0259 dinamik bazarlarda 35%-\u0259 q\u0259d\u0259r daha yax\u015f\u0131 n\u0259tic\u0259l\u0259r \u0259ld\u0259 edir.<\/p>\n

AI reklamda A\/B testl\u0259rini nec\u0259 idar\u0259 edir?<\/h3>\n

AI A\/B testl\u0259rini variant yarad\u0131lmas\u0131 v\u0259 paylanmas\u0131n\u0131 avtomatla\u015fd\u0131raraq idar\u0259 edir, n\u0259tic\u0259l\u0259ri statistik olaraq t\u0259hlil ed\u0259r\u0259k qalibl\u0259ri s\u00fcr\u0259tl\u0259 m\u00fc\u0259yy\u0259nl\u0259\u015fdirir. Bu, testl\u0259ri \u0259l limitl\u0259rind\u0259n k\u0259narda miqyaslay\u0131r, konversiyalar kimi \u0259sas metriklerde 20-50% yax\u015f\u0131la\u015fma t\u0259min ed\u0259n optimizasiyalar\u0131 m\u00fc\u0259yy\u0259nl\u0259\u015fdirir.<\/p>\n

Marketinq\u00e7il\u0259r hans\u0131 g\u0259l\u0259c\u0259k meyll\u0259ri AI reklam optimizasiyas\u0131nda izl\u0259m\u0259lidirl\u0259r?<\/h3>\n

Marketinq\u00e7il\u0259r m\u0259tn-m\u0259nz\u0259r\u0259 inteqrasiyal\u0131 multimodal AI, kukie d\u00f6vr\u00fc sonras\u0131 m\u0259xfilik fokuslu optimizasiyalar v\u0259 s\u0259s aktivl\u0259\u015fdirilmi\u015f kampaniyalar kimi meyll\u0259ri izl\u0259m\u0259lidirl\u0259r. Bunlar f\u0259rdil\u0259\u015fdirm\u0259ni v\u0259 s\u0259m\u0259r\u0259liliyi art\u0131racaq, ilk q\u0259bul ed\u0259nl\u0259ri g\u0259l\u0259c\u0259k ill\u0259rd\u0259 \u0259h\u0259miyy\u0259tli r\u0259qab\u0259t \u00fcst\u00fcnl\u00fckl\u0259ri \u00fc\u00e7\u00fcn m\u00f6vqeyin\u0259 qoyacaq.<\/p>\n","protected":false},"excerpt":{"rendered":"

R\u0259q\u0259msal marketinqin s\u00fcr\u0259tl\u0259 inki\u015faf ed\u0259n land\u015faft\u0131nda AI reklam optimizasiyas\u0131 transformasiya q\u00fcvv\u0259si kimi dayan\u0131r, biznesl\u0259r\u0259 reklamlar\u0131 misilsiz d\u0259qiqlik v\u0259 s\u0259m\u0259r\u0259lilikl\u0259 yaratmaq v\u0259 t\u0259kmill\u0259\u015fdirm\u0259k imkan\u0131 verir. Bu yana\u015fma s\u00fcni intellektin avtomatla\u015fd\u0131rma v\u0259 reklam yaratman\u0131n m\u00fcxt\u0259lif aspektl\u0259rini t\u0259kmill\u0259\u015fdirm\u0259k \u00fc\u00e7\u00fcn istifad\u0259 edilm\u0259sind\u0259n ibar\u0259tdir, ilkin konsepsiya yaratmas\u0131ndan tutmu\u015f davaml\u0131 performans ayarlamas\u0131na q\u0259d\u0259r. Ma\u015f\u0131n \u00f6yr\u0259nm\u0259si alqoritml\u0259rini inteqrasiya ed\u0259r\u0259k, AI b\u00f6y\u00fck veril\u0259nl\u0259r […]<\/p>\n","protected":false},"author":1,"featured_media":44493,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1181],"tags":[546],"class_list":["post-50444","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-advertising-optimization-2","tag-ai-3"],"acf":[],"_links":{"self":[{"href":"https:\/\/alienroad.com\/az\/wp-json\/wp\/v2\/posts\/50444","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=50444"}],"version-history":[{"count":1,"href":"https:\/\/alienroad.com\/az\/wp-json\/wp\/v2\/posts\/50444\/revisions"}],"predecessor-version":[{"id":50446,"href":"https:\/\/alienroad.com\/az\/wp-json\/wp\/v2\/posts\/50444\/revisions\/50446"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/alienroad.com\/az\/wp-json\/wp\/v2\/media\/44493"}],"wp:attachment":[{"href":"https:\/\/alienroad.com\/az\/wp-json\/wp\/v2\/media?parent=50444"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/alienroad.com\/az\/wp-json\/wp\/v2\/categories?post=50444"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/alienroad.com\/az\/wp-json\/wp\/v2\/tags?post=50444"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}