{"id":45751,"date":"2026-03-25T14:34:09","date_gmt":"2026-03-25T14:34:09","guid":{"rendered":"https:\/\/alienroad.com\/uncategorized-az\/mastering-ai-advertising-optimization-key-strategies-and-rea-2\/"},"modified":"2026-03-28T23:06:43","modified_gmt":"2026-03-28T23:06:43","slug":"mastering-ai-advertising-optimization-key-strategies-and-rea-2","status":"publish","type":"post","link":"https:\/\/alienroad.com\/az\/ai-advertising-optimization-2\/mastering-ai-advertising-optimization-key-strategies-and-rea-2\/","title":{"rendered":"AI Reklam Optimizasiyas\u0131nda Ustal\u0131k: \u018fsas Strategiyalar v\u0259 Real H\u0259yat N\u00fcmun\u0259l\u0259ri"},"content":{"rendered":"

S\u00fcni intellekt reklam sah\u0259sini inqilab edib, marketoloqlara misilsiz d\u0259qiqlik v\u0259 s\u0259m\u0259r\u0259lilik s\u0259viyy\u0259l\u0259rin\u0259 \u00e7atma\u011fa imkan verib. AI reklam optimizasiyas\u0131 qabaqc\u0131l alqoritml\u0259r v\u0259 ma\u015f\u0131n \u00f6yr\u0259nm\u0259 modell\u0259rind\u0259n istifad\u0259 ed\u0259r\u0259k reklam kampaniyalar\u0131n\u0131 dinamik \u015f\u0259kild\u0259 t\u0259kmill\u0259\u015fdirm\u0259yi n\u0259z\u0259rd\u0259 tutur ki, x\u0259rcl\u0259n\u0259n h\u0259r dollar maksimum g\u0259lir g\u0259tirsin. Bu yana\u015fma \u0259n\u0259n\u0259vi \u00fcsullardan \u00f6te ged\u0259r\u0259k, b\u00f6y\u00fck veril\u0259nl\u0259r siyah\u0131lar\u0131n\u0131 real vaxtda t\u0259hlil edir, istifad\u0259\u00e7i davran\u0131\u015flar\u0131n\u0131 proqnozla\u015fd\u0131r\u0131r v\u0259 yarad\u0131c\u0131 elementl\u0259r\u0259, h\u0259d\u0259fl\u0259m\u0259y\u0259 v\u0259 taklif strategiyalar\u0131na avtomatik d\u00fcz\u0259li\u015fl\u0259r apar\u0131r. R\u0259qab\u0259tli r\u0259q\u0259msal m\u0259kanlarda naviqasiya ed\u0259n biznesl\u0259r \u00fc\u00e7\u00fcn AI reklam n\u00fcmun\u0259l\u0259rini ba\u015fa d\u00fc\u015fm\u0259k \u00fcst\u00fcn performans yolunu i\u015f\u0131qland\u0131r\u0131r.<\/p>\n

AI reklam optimizasiyas\u0131n\u0131n \u0259sas komponentl\u0259rini n\u0259z\u0259rd\u0259n ke\u00e7ir\u0259k. Onun q\u0259lbind\u0259 istehlak\u00e7\u0131 m\u0259lumatlar\u0131n\u0131 emal ed\u0259r\u0259k f\u0259rdi t\u0259cr\u00fcb\u0259l\u0259r t\u0259qdim etm\u0259k yerl\u0259\u015fir. google<\/a> Ads v\u0259 Facebook Ads Manager kimi platformalar AI-d\u0259n istifad\u0259 ed\u0259r\u0259k taklifl\u0259ri avtomatik optimalla\u015fd\u0131r\u0131r, istifad\u0259\u00e7i qar\u015f\u0131l\u0131qlar\u0131n \u0259sas\u0131nda millisaniy\u0259l\u0259rd\u0259n daxil d\u00fcz\u0259li\u015fl\u0259r apar\u0131r. Real h\u0259yat n\u00fcmun\u0259l\u0259ri \u00e7oxdur: Amazon kimi elektron ticar\u0259t n\u0259h\u0259ngl\u0259ri AI-d\u0259n istifad\u0259 ed\u0259r\u0259k reklamlarda m\u0259hsul t\u00f6vsiy\u0259l\u0259rini f\u0259rdil\u0259\u015fdirir, s\u0259naye hesabatlar\u0131na g\u00f6r\u0259 klik ke\u00e7id nisb\u0259tl\u0259rind\u0259 35% art\u0131m \u0259ld\u0259 edir. Eynil\u0259, avtomobil brendl\u0259ri AI-d\u0259n dinamik yarad\u0131c\u0131 optimizasiya \u00fc\u00e7\u00fcn istifad\u0259 edir, tama\u015fa\u00e7\u0131 \u00fcst\u00fcnl\u00fckl\u0259rin\u0259 uy\u011fun olaraq \u015f\u0259kill\u0259ri v\u0259 m\u0259tni d\u0259yi\u015fdirir ki, bu, qatq\u0131l\u0131q s\u0259viyy\u0259sini 20%-\u0259 q\u0259d\u0259r art\u0131r\u0131r. Bu n\u00fcmun\u0259l\u0259r AI-nin optimizasiya prosesini nec\u0259 t\u0259kmill\u0259\u015fdirdiyini, \u0259l \u0259m\u0259lini azaldaraq v\u0259 m\u0259lumat \u0259sasl\u0131 q\u0259rarlar\u0131 g\u00fccl\u0259ndir\u0259r\u0259k vur\u011fulay\u0131r.<\/p>\n

AI-nin reklamdak\u0131 strateji d\u0259y\u0259ri kanallarda f\u0259rdil\u0259\u015fdirm\u0259ni miqyasland\u0131rma qabiliyy\u0259tind\u0259dir. Marketoloqlar auditoriyan\u0131 inc\u0259 d\u0259qiqlikl\u0259 seqmentl\u0259\u015fdir\u0259 bil\u0259r, \u00e7evirm\u0259 ehtimal\u0131n\u0131 proqnozla\u015fd\u0131ra v\u0259 b\u00fcdc\u0259l\u0259ri a\u011f\u0131ll\u0131 \u015f\u0259kild\u0259 b\u00f6l\u00fc\u015fd\u00fcr\u0259 bil\u0259r. eMarketer-\u0259 g\u00f6r\u0259, 2024-c\u00fc il\u0259 q\u0259d\u0259r qlobal r\u0259q\u0259msal reklam x\u0259rcl\u0259ri 500 milyard dollardan \u00e7ox olacaq proqnozuna uy\u011fun olaraq, AI reklam optimizasiyas\u0131n\u0131 q\u0259bul etm\u0259k r\u0259qab\u0259t \u00fcst\u00fcnl\u00fcy\u00fc \u00fc\u00e7\u00fcn vacibdir, ixtiyari deyil. Bu \u00fcmumi bax\u0131\u015f spesifik texnikalar\u0131n v\u0259 onlar\u0131n t\u0259tbiql\u0259rinin daha d\u0259rin ara\u015fd\u0131r\u0131lmas\u0131 \u00fc\u00e7\u00fcn m\u0259rh\u0259l\u0259 qurur, pe\u015f\u0259karlara kampaniyalar\u0131n\u0131 y\u00fcks\u0259ltm\u0259k \u00fc\u00e7\u00fcn praktiki fikirlar verir.<\/p>\n

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

AI reklam optimizasiyas\u0131 tarixi m\u0259lumatlardan \u00f6yr\u0259n\u0259r\u0259k n\u0259tic\u0259l\u0259ri proqnozla\u015fd\u0131ran ma\u015f\u0131n \u00f6yr\u0259nm\u0259 prinsipl\u0259rin\u0259 \u0259saslan\u0131r. Qayda \u0259sasl\u0131 sisteml\u0259rd\u0259n f\u0259rqli olaraq, AI modell\u0259ri daim inki\u015faf edir, m\u00f6vs\u00fcmi trendl\u0259r v\u0259 iqtisadi d\u0259yi\u015fiklikl\u0259r kimi yeni d\u0259yi\u015f\u0259nl\u0259ri daxil edir. Bu \u0259sas qabiliyy\u0259t reklamverl\u0259r\u0259 reaktivd\u0259n proaktiv strategiyalara ke\u00e7m\u0259y\u0259 imkan verir, istifad\u0259\u00e7i ehtiyaclar\u0131n\u0131 onlardan \u00f6nc\u0259 proqnozla\u015fd\u0131r\u0131r.<\/p>\n

Optimizasiyan\u0131 \u0130dar\u0259 Ed\u0259n \u018fsas Texnologiyalar<\/h3>\n

Ma\u015f\u0131n \u00f6yr\u0259nm\u0259 alqoritml\u0259ri AI reklam optimizasiyas\u0131n\u0131n \u0259sas\u0131n\u0131 t\u0259\u015fkil edir. N\u0259zar\u0259tli \u00f6yr\u0259nm\u0259 modell\u0259ri etiketl\u0259nmi\u015f m\u0259lumatlar \u00fcz\u0259rind\u0259 t\u0259lim g\u00f6r\u0259r\u0259k reklam performans\u0131<\/a>n\u0131 t\u0259snifatland\u0131r\u0131r, n\u0259zar\u0259tsiz \u00f6yr\u0259nm\u0259 is\u0259 auditoriya davran\u0131\u015f\u0131nda gizli n\u00fcmun\u0259l\u0259ri a\u015fkar edir. M\u0259s\u0259l\u0259n, neyron \u015f\u0259b\u0259k\u0259l\u0259r multimedia m\u0259zmunu emal edir, miqyasl\u0131 avtomatik A\/B testl\u0259rin\u0259 imkan verir. Qeyri-adi n\u00fcmun\u0259 Adobe Sensei-dir ki, AI inteqrasiyas\u0131 il\u0259 reklam yarad\u0131c\u0131lar\u0131n\u0131 optimalla\u015fd\u0131r\u0131r, istifad\u0259\u00e7il\u0259r \u00fc\u00e7\u00fcn ROI-ni 15-20% t\u0259kmill\u0259\u015fdirir. Bu texnologiyalar optimizasiyan\u0131n bir d\u0259f\u0259lik v\u0259zif\u0259 olmad\u0131\u011f\u0131n\u0131, ax\u0131c\u0131 r\u0259q\u0259msal m\u00fchit\u0259 uy\u011funla\u015fan davaml\u0131 proses oldu\u011funu t\u0259min edir.<\/p>\n

M\u00fcasir Marketoloqlar \u00dc\u00e7\u00fcn Faydalar<\/h3>\n

AI reklam optimizasiyas\u0131n\u0131 t\u0259tbiq etm\u0259k \u00f6l\u00e7\u00fcl\u0259 bil\u0259n \u00fcst\u00fcnl\u00fckl\u0259r verir, o c\u00fcml\u0259d\u0259n qazanma x\u0259rcl\u0259rinin azalmas\u0131 v\u0259 miqyaslanabilirliyin art\u0131r\u0131lmas\u0131. Biznesl\u0259r Gartner t\u0259dqiqatlar\u0131na g\u00f6r\u0259 orta s\u0259m\u0259r\u0259lilik art\u0131m\u0131n\u0131 30% bildirl\u0259yir, a\u00e7ar s\u00f6z takifl\u0259ri kimi rutin v\u0259zif\u0259l\u0259ri avtomatla\u015fd\u0131raraq. Bu, insan strateglar\u0131 yarad\u0131c\u0131 innovasiyalara fokusla\u015fd\u0131rma\u011fa azad edir, AI v\u0259 insan ekspertizas\u0131 aras\u0131nda simbiotik m\u00fcnasib\u0259t yarad\u0131r.<\/p>\n

AI \u0130dar\u0259li Kampaniyalarda Real Vaxt Performans T\u0259hlili<\/h2>\n

Real vaxt performans t\u0259hlili AI reklam optimizasiyas\u0131n\u0131n da\u015f \u0259sas\u0131n\u0131 t\u0259\u015fkil edir, kampaniyalar\u0131 an\u0131nda t\u0259kmill\u0259\u015fdir\u0259n d\u0259rhal r\u0259yback d\u00f6vr\u0259l\u0259rin\u0259 imkan verir. \u018fn\u0259n\u0259vi analitika saatlar v\u0259 ya g\u00fcnl\u0259rl\u0259 gecikir, lakin AI veril\u0259nl\u0259r ax\u0131nlar\u0131n\u0131 davaml\u0131 emal edir, saniy\u0259l\u0259r \u0259rzind\u0259 praktiki fikirlar verir. Bu d\u0259rhalilik q\u0131sa diqq\u0259t m\u00fcdd\u0259ti olan s\u00fcr\u0259tli platformalarda vacibdir.<\/p>\n

AI Nec\u0259 An\u0131nda Metrikalar \u0130zl\u0259m\u0259y\u0259 \u0130mkan Verir<\/h3>\n

AI al\u0259tl\u0259ri g\u00f6st\u0259ri\u015fl\u0259r, klikl\u0259r v\u0259 \u00e7evirm\u0259l\u0259r kimi \u0259sas performans g\u00f6st\u0259ricil\u0259rini real vaxtda izl\u0259yir. Google Analytics 4 kimi platformalar trendl\u0259ri proqnozla\u015fd\u0131rmaq \u00fc\u00e7\u00fcn proqnozla\u015fd\u0131r\u0131c\u0131 modell\u0259rd\u0259n istifad\u0259 edir, marketoloqlar\u0131 z\u0259if performansl\u0131 elementl\u0259r haqq\u0131nda x\u0259b\u0259rdar edir. M\u0259s\u0259l\u0259n, p\u0259rak\u0259nd\u0259 brendi mobil reklamlarda klik ke\u00e7id nisb\u0259tinin d\u00fc\u015fm\u0259sini AI-nin qeyd etm\u0259sini g\u00f6r\u0259 bil\u0259r, itiril\u0259n qatq\u0131l\u0131qlar\u0131n 25%-ni b\u0259rpa ed\u0259n avtomatik layout d\u00fcz\u0259li\u015fini i\u015f\u0259 sal\u0131r. Bel\u0259 real vaxt performans t\u0259hlili kampaniyalar\u0131n \u00e7evik qalmas\u0131n\u0131 t\u0259min edir, y\u00fcks\u0259k d\u0259y\u0259rli f\u00fcrs\u0259tl\u0259r\u0259 maksimum m\u0259xr\u0259c t\u0259min edir.<\/p>\n

Real Vaxt D\u00fcz\u0259li\u015fl\u0259rinin V\u0259ziyy\u0259t T\u0259dqiqatlar\u0131<\/h3>\n

Praktikada real vaxt t\u0259hlili Coca-Cola-n\u0131n AI optimalla\u015fd\u0131r\u0131lm\u0131\u015f sosial media kampaniyalar\u0131 kimi n\u00fcmun\u0259l\u0259rd\u0259 parlaq g\u00f6r\u00fcn\u00fcr. Duy\u011fu v\u0259 qar\u015f\u0131l\u0131q m\u0259lumatlar\u0131n\u0131 canl\u0131 t\u0259hlil ed\u0259r\u0259k, brend m\u0259hsul burax\u0131l\u0131\u015flar\u0131 zaman\u0131 mesajla\u015fd\u0131rman\u0131 d\u00fcz\u0259ltdi, m\u00fcsb\u0259t qatq\u0131l\u0131qlarda 40% art\u0131m \u0259ld\u0259 etdi. Konkret metrikalar t\u0259sirini vur\u011fulay\u0131r: orta seans m\u00fcdd\u0259tl\u0259ri 18% artd\u0131, AI-nin m\u0259lumat\u0131 d\u0259rhal strateji q\u0259l\u0259b\u0259l\u0259r\u0259 \u00e7evirm\u0259sini g\u00f6st\u0259rir.<\/p>\n

S\u00fcni \u0130ntellektl\u0259 \u0130dar\u0259 Olunan Auditoriya Seqmentl\u0259\u015fdirm\u0259si<\/h2>\n

Auditoriya seqmentl\u0259\u015fdirm\u0259si AI t\u0259r\u0259find\u0259n d\u0259yi\u015fdirilir, f\u0259rdi s\u0259viyy\u0259d\u0259 rezonans yaradan hiper-h\u0259d\u0259fli reklamlara imkan verir. AI reklam optimizasiyas\u0131 burada demografiyadan brauzer tarix\u00e7\u0259sin\u0259 q\u0259d\u0259r \u00e7ox\u015fax\u0259li m\u0259lumat n\u00f6qt\u0259l\u0259rin\u0259 \u0259sas\u0259n istifad\u0259\u00e7il\u0259ri qrupla\u015fd\u0131raraq \u00fcst\u00fcnl\u00fck t\u0259\u015fkil edir, \u0259n\u0259n\u0259vi \u00fcsullardan daha inc\u0259 seqmentl\u0259r yarad\u0131r.<\/p>\n

\u0130nc\u0259 H\u0259d\u0259fl\u0259m\u0259 \u00dc\u00e7\u00fcn Qabaqc\u0131l Texnikalar<\/h3>\n

AI dinamik olaraq auditoriyalar\u0131 b\u00f6lm\u0259k \u00fc\u00e7\u00fcn qrupla\u015fd\u0131rma alqoritml\u0259rind\u0259n istifad\u0259 edir. M\u0259s\u0259l\u0259n, k-orta qiym\u0259tl\u0259ndirm\u0259 davran\u0131\u015f n\u00fcmun\u0259l\u0259rin\u0259 g\u00f6r\u0259 istifad\u0259\u00e7il\u0259ri qrupla\u015fd\u0131r\u0131r, auditoriya m\u0259lumatlar\u0131na \u0259sas\u0259n f\u0259rdi reklam t\u0259klifl\u0259rin\u0259 imkan verir. S\u0259yah\u0259t \u015firk\u0259ti istifad\u0259\u00e7il\u0259ri ‘mac\u0259ra axtar\u0131qlar\u0131’ v\u0259 ‘l\u00fcks s\u0259yah\u0259t\u00e7il\u0259r’ kimi seqmentl\u0259\u015fdir\u0259 bil\u0259r, uy\u011funla\u015fd\u0131r\u0131lm\u0131\u015f vizuallar v\u0259 t\u0259klifl\u0259r t\u0259qdim edir. Bu yana\u015fma uy\u011funlu\u011fu art\u0131r\u0131r, Forrester t\u0259dqiqatlar\u0131na g\u00f6r\u0259 seqmentl\u0259\u015fdirilmi\u015f kampaniyalar e-po\u00e7t ba\u015f\u0131na g\u0259liri 760% art\u0131r\u0131r, reklamlara uy\u011funla\u015fd\u0131r\u0131la bilir.<\/p>\n

Miqyasl\u0131 F\u0259rdil\u0259\u015fdirm\u0259<\/h3>\n

F\u0259rdi reklam t\u0259klifl\u0259ri qatq\u0131l\u0131q s\u0259viyy\u0259sini y\u00fcks\u0259ldir. Netflix-in t\u00f6vsiy\u0259 motoru reklamlar \u00fc\u00e7\u00fcn uy\u011funla\u015fd\u0131r\u0131ld\u0131qda, bax\u0131\u015f v\u0259rdi\u015fl\u0259rin\u0259 \u0259sas\u0259n m\u0259zmun t\u0259klif edir, bax\u0131\u015f nisb\u0259tl\u0259rini 75% art\u0131r\u0131r. Reklamda bu, dinamik m\u0259zmun daxil etm\u0259y\u0259 \u00e7evrilir, AI istifad\u0259\u00e7i profill\u0259rin\u0259 uy\u011fun elementl\u0259ri d\u0259yi\u015fdirir, ba\u011flant\u0131 v\u0259 sadiqliyi g\u00fccl\u0259ndirir.<\/p>\n

AI Strategiyalar\u0131 Vasit\u0259sil\u0259 \u00c7evirm\u0259 Nisb\u0259tinin T\u0259kmill\u0259\u015fdirilm\u0259si<\/h2>\n

\u00c7evirm\u0259 nisb\u0259tinin t\u0259kmill\u0259\u015fdirilm\u0259si AI reklam optimizasiyas\u0131n\u0131n \u0259sas m\u0259qs\u0259didir, y\u00fcks\u0259k niyy\u0259tli istifad\u0259\u00e7il\u0259ri m\u00fc\u0259yy\u0259n ed\u0259n proqnozla\u015fd\u0131r\u0131c\u0131 analitika vasit\u0259sil\u0259 nail olunur. AI yaln\u0131z izl\u0259mir, h\u0259m d\u0259 h\u0259r\u0259k\u0259tl\u0259ri proqnozla\u015fd\u0131r\u0131r, al\u0131\u015f yollar\u0131n\u0131 d\u0259qiqlikl\u0259 optimalla\u015fd\u0131r\u0131r.<\/p>\n

\u00c7evirm\u0259l\u0259ri Art\u0131rmaq Strategiyalar\u0131<\/h3>\n

AI idar\u0259li strategiyalar ox\u015far modell\u0259\u015fdirm\u0259ni \u0259hat\u0259 edir, alqoritml\u0259r ke\u00e7mi\u015f \u00e7eviricil\u0259r\u0259 b\u0259nz\u0259r istifad\u0259\u00e7il\u0259ri tap\u0131r, \u0259hat\u0259ni s\u0259m\u0259r\u0259li geni\u015fl\u0259ndirir. AI il\u0259 yenid\u0259n h\u0259d\u0259fl\u0259m\u0259 xat\u0131rlatmalar\u0131 f\u0259rdil\u0259\u015fdirir, s\u0259b\u0259t t\u0259rk etm\u0259l\u0259ri 30%-\u0259 q\u0259d\u0259r azald\u0131r. ROAS t\u0259kmill\u0259\u015fdirm\u0259si \u00fc\u00e7\u00fcn AI l\u0259ndinq s\u0259hif\u0259l\u0259ri real vaxtda optimalla\u015fd\u0131r\u0131r, ba\u015fl\u0131qlar kimi elementl\u0259ri A\/B test edir ki, Shopify inteqrasiyalar\u0131nda g\u00f6r\u00fcld\u00fcy\u00fc kimi \u00e7evirm\u0259l\u0259ri 20-50% art\u0131rs\u0131n.<\/p>\n

U\u011furu \u018fsas Metrikalarla \u00d6l\u00e7m\u0259k<\/h3>\n

Konkret metrikalar t\u0259kmill\u0259\u015fdirm\u0259ni istiqam\u0259tl\u0259ndirir: 15% \u00e7evirm\u0259 art\u0131m\u0131 adi hald\u0131r, optimalla\u015fd\u0131r\u0131lm\u0131\u015f kampaniyalarda ROAS 3:1-d\u0259n 5:1-\u0259 qalx\u0131r. Zalando-nun AI f\u0259rdil\u0259\u015fdirm\u0259si kimi elektron ticar\u0259t n\u00fcmun\u0259l\u0259ri sifari\u015f d\u0259y\u0259rl\u0259rind\u0259 12% art\u0131m bildirir, bu strategiyalar\u0131n effektivliyini t\u0259sdiql\u0259yir.<\/p>\n

S\u0259m\u0259r\u0259li X\u0259rcl\u0259r \u00dc\u00e7\u00fcn Avtomatla\u015fd\u0131r\u0131lm\u0131\u015f B\u00fcdc\u0259 \u0130dar\u0259si<\/h2>\n

Avtomatla\u015fd\u0131r\u0131lm\u0131\u015f b\u00fcdc\u0259 idar\u0259si performans proqnozlar\u0131na \u0259sas\u0259n v\u0259saitl\u0259ri b\u00f6l\u00fc\u015fd\u00fcr\u0259r\u0259k AI reklam optimizasiyas\u0131n\u0131 sad\u0259l\u0259\u015fdirir. Bu, t\u0259xminl\u0259ri aradan qald\u0131r\u0131r, b\u00fcdc\u0259l\u0259rin \u0259n yax\u015f\u0131 performansl\u0131 kanallara v\u0259 yarad\u0131c\u0131lara axmas\u0131n\u0131 t\u0259min edir.<\/p>\n

A\u011f\u0131ll\u0131 Taklif v\u0259 B\u00f6l\u00fc\u015fd\u00fcrm\u0259<\/h3>\n

Facebook-un Advantage+ kimi AI platformalar\u0131 g\u00fccl\u0259ndirici \u00f6yr\u0259nm\u0259 il\u0259 taklifl\u0259ri avtomatla\u015fd\u0131r\u0131r, qur\u015fun ba\u015f\u0131na x\u0259rc kimi m\u0259qs\u0259dl\u0259r\u0259 uy\u011funla\u015f\u0131r. N\u00fcmun\u0259 olaraq, SaaS \u015firk\u0259ti z\u0259if co\u011frafiyalardan avtomatik ke\u00e7idl\u0259r apararaq reklam x\u0259rcl\u0259ri s\u0259m\u0259r\u0259liyini 25% art\u0131rd\u0131. Real vaxt performans t\u0259hlili bu q\u0259rarlar\u0131 m\u0259lumatland\u0131r\u0131r, h\u0259ddind\u0259n art\u0131q x\u0259rcl\u0259ri qar\u015f\u0131lad\u0131.<\/p>\n

ROI Maksimalla\u015fd\u0131rma Texnikalar\u0131<\/h3>\n

Texnikalar ssenari modell\u0259\u015fdirm\u0259ni \u0259hat\u0259 edir, AI b\u00fcdc\u0259 ssenaril\u0259rini simulyasiya ed\u0259r\u0259k n\u0259tic\u0259l\u0259ri proqnozla\u015fd\u0131r\u0131r. Unilever kimi brendl\u0259r bunu kampaniya ortas\u0131nda b\u00fcdc\u0259l\u0259rin 10-15%-ni yenid\u0259n b\u00f6l\u00fc\u015fd\u00fcrm\u0259k \u00fc\u00e7\u00fcn istifad\u0259 edir, \u00fcmumi ROI-ni 22% art\u0131r\u0131r. Bu \u00fcsullar art\u0131m\u0131 t\u0259qib ed\u0259rk\u0259n maliyy\u0259 disiplini t\u0259min edir.<\/p>\n

Strateji Ufql\u0259r: Davaml\u0131 Reklam \u00dcst\u00fcnl\u00fcy\u00fc \u00dc\u00e7\u00fcn AI T\u0259tbiqi<\/h2>\n

G\u0259l\u0259c\u0259y\u0259 baxanda, reklamda AI inteqrasiyas\u0131 generativ AI v\u0259 k\u0259nar hesablama kimi yeni texnologiyalarla inki\u015faf ed\u0259n qabaqc\u0131l yana\u015fma t\u0259l\u0259b edir. Biznesl\u0259r AI-nin tam potensial\u0131n\u0131 istifad\u0259 etm\u0259k \u00fc\u00e7\u00fcn m\u00f6hk\u0259m m\u0259lumat infrastrukturu yat\u0131r\u0131m\u0131 etm\u0259li, GDPR kimi m\u0259xfilik qaydalar\u0131na uy\u011funlu\u011fu t\u0259min etm\u0259lidir. AI reklam optimizasiyas\u0131n\u0131 \u0259sas \u0259m\u0259liyyatlara yerl\u0259\u015fdir\u0259r\u0259k, \u015firk\u0259tl\u0259r bazar d\u0259yi\u015fiklikl\u0259rini proqnozla\u015fd\u0131ra v\u0259 liderliyi qoruya bil\u0259r.<\/p>\n

Procter & Gamble kimi \u00f6nc\u00fcl\u0259rin u\u011fur hekay\u0259l\u0259ri m\u00fckafatlar\u0131 g\u00f6st\u0259rir: AI idar\u0259li kampaniyalar proqnozla\u015fd\u0131r\u0131c\u0131 f\u0259rdil\u0259\u015fdirm\u0259 vasit\u0259sil\u0259 28% daha yax\u015f\u0131 ROAS t\u0259qdim etdi. Bel\u0259 n\u0259tic\u0259l\u0259ri t\u0259krar etm\u0259k \u00fc\u00e7\u00fcn komandalar\u0131 AI al\u0259tl\u0259ri \u00fcz\u0259rind\u0259 t\u0259liml\u0259ndirm\u0259y\u0259 v\u0259 funksiyalararas\u0131 \u0259m\u0259kda\u015fl\u0131\u011f\u0131 t\u0259\u015fviq etm\u0259y\u0259 \u00fcst\u00fcnl\u00fck verin. AI qabiliyy\u0259tl\u0259ri inki\u015faf etdikc\u0259, fokus etik t\u0259tbiq\u0259 ke\u00e7ir, innovasiyan\u0131 \u015f\u0259ffafl\u0131qla balansla\u015fd\u0131raraq istehlak\u00e7\u0131 etimad\u0131n\u0131 qurur.<\/p>\n

Bu dinamik arenada Alien Road AI reklam optimizasiyas\u0131n\u0131 m\u0259nims\u0259m\u0259kd\u0259 m\u00fc\u0259ssis\u0259l\u0259ri istiqam\u0259tl\u0259ndir\u0259n \u0259n yax\u015f\u0131 konsaltinq \u015firk\u0259ti kimi dayan\u0131r. M\u00fct\u0259x\u0259ssisl\u0259rimiz real vaxt t\u0259hlili, seqmentl\u0259\u015fdirm\u0259 v\u0259 avtomatla\u015fd\u0131rma inteqrasiya ed\u0259n uy\u011funla\u015fd\u0131r\u0131lm\u0131\u015f strategiyalar t\u0259qdim edir, \u00f6l\u00e7\u00fcl\u0259 bil\u0259n n\u0259tic\u0259l\u0259r \u0259ld\u0259 edir. Reklam performans\u0131<\/a>n\u0131z\u0131 yeni h\u00fcnd\u00fcrl\u00fck\u0259 y\u00fcks\u0259ltm\u0259k \u00fc\u00e7\u00fcn bu g\u00fcn Alien Road il\u0259 pulsuz strateji konsaltasiya \u00fc\u00e7\u00fcn \u0259m\u0259kda\u015fl\u0131q edin.<\/p>\n

AI Reklam N\u00fcmun\u0259l\u0259ri 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\u0131n\u0131n reklam kampaniya s\u0259m\u0259r\u0259liyini v\u0259 effektivliyini art\u0131rmaq \u00fc\u00e7\u00fcn t\u0259tbiqidir. Bu, m\u0259lumatlar\u0131 t\u0259hlil etm\u0259k, istifad\u0259\u00e7i davran\u0131\u015f\u0131n\u0131 proqnozla\u015fd\u0131rmaq v\u0259 h\u0259d\u0259fl\u0259m\u0259, taklif v\u0259 yarad\u0131c\u0131 elementl\u0259rd\u0259 avtomatik d\u00fcz\u0259li\u015fl\u0259r aparmaq \u00fc\u00e7\u00fcn ma\u015f\u0131n \u00f6yr\u0259nm\u0259sind\u0259n istifad\u0259 edir. Bu proses reklamlar\u0131n do\u011fru auditoriyaya optimal vaxtlarda \u00e7atmas\u0131n\u0131 t\u0259min edir, klik ke\u00e7id nisb\u0259tl\u0259ri v\u0259 ROAS kimi metrikalar\u0131 yax\u015f\u0131la\u015fd\u0131r\u0131r. M\u0259s\u0259l\u0259n, platformalar b\u00fcdc\u0259 m\u0259hdudiyy\u0259tl\u0259ri daxilind\u0259 \u00e7evirm\u0259l\u0259ri maksimalla\u015fd\u0131rmaq \u00fc\u00e7\u00fcn taklif idar\u0259sini avtomatla\u015fd\u0131r\u0131r, Google-un Smart Bidding x\u00fcsusiyy\u0259tl\u0259ri reklamverl\u0259r\u0259 20%-\u0259 q\u0259d\u0259r daha yax\u015f\u0131 performans \u0259ld\u0259 etm\u0259y\u0259 k\u00f6m\u0259k edir.<\/p>\n

AI reklam optimizasiyas\u0131 praktikada nec\u0259 i\u015fl\u0259yir?<\/h3>\n

AI reklam optimizasiyas\u0131 m\u0259lumat q\u0259bulu, model t\u0259limi v\u0259 davaml\u0131 iterasiya vasit\u0259sil\u0259 f\u0259aliyy\u0259t g\u00f6st\u0259rir. O, istifad\u0259\u00e7i qar\u015f\u0131l\u0131q m\u0259lumatlar\u0131n\u0131n toplanmas\u0131 il\u0259 ba\u015flay\u0131r, sonra alqoritml\u0259r n\u00fcmun\u0259l\u0259ri m\u00fc\u0259yy\u0259n ed\u0259r\u0259k n\u0259tic\u0259l\u0259ri proqnozla\u015fd\u0131r\u0131r. Real vaxt d\u00fcz\u0259li\u015fl\u0259ri izl\u0259yir, m\u0259s\u0259l\u0259n, daha yax\u015f\u0131 qatq\u0131l\u0131q \u00fc\u00e7\u00fcn reklam m\u0259tnini d\u0259yi\u015fdirm\u0259k. Praktiki n\u00fcmun\u0259 elektron ticar\u0259t reklamlar\u0131nda dinamik qiym\u0259tl\u0259ndirm\u0259dir, AI istifad\u0259\u00e7i tarix\u00e7\u0259sin\u0259 \u0259sas\u0259n t\u0259klifl\u0259ri d\u00fcz\u0259ldir, Amazon reklam ekosistemin\u0259 g\u00f6r\u0259 15-25% \u00e7evirm\u0259 art\u0131m\u0131na s\u0259b\u0259b olur.<\/p>\n

AI reklamda real vaxt performans t\u0259hlili niy\u0259 vacibdir?<\/h3>\n

Real vaxt performans t\u0259hlili vacibdir, \u00e7\u00fcnki kampaniya probleml\u0259rinin d\u0259rhal a\u015fkarlanmas\u0131na v\u0259 d\u00fcz\u0259ldilm\u0259sin\u0259 imkan verir, x\u0259rcl\u0259nmi\u015f x\u0259rcl\u0259ri qar\u015f\u0131lad\u0131. AI canl\u0131 m\u0259lumatlar\u0131 emal ed\u0259r\u0259k d\u0259rhal fikirlar verir, a\u015fa\u011f\u0131 qatq\u0131l\u0131ql\u0131 reklamlar\u0131 dayand\u0131rmaq kimi s\u00fcr\u0259tli d\u00f6nm\u0259l\u0259r\u0259 imkan verir. Bu qabiliyy\u0259t oynaql\u0131 bazarlarda vacibdir; m\u0259s\u0259l\u0259n, Qara C\u00fcm\u0259 zaman\u0131 AI t\u0259hlili p\u0259rak\u0259nd\u0259l\u0259r\u0259 b\u00fcdc\u0259l\u0259ri real vaxtda yenid\u0259n b\u00f6l\u00fc\u015fd\u00fcrm\u0259y\u0259 k\u00f6m\u0259k etdi, s\u0259naye standartlar\u0131na g\u00f6r\u0259 sat\u0131\u015flar\u0131 30% art\u0131rd\u0131.<\/p>\n

AI reklam optimizasiyas\u0131nda auditoriya seqmentl\u0259\u015fdirm\u0259sinin rolu n\u0259dir?<\/h3>\n

AI reklam optimizasiyas\u0131nda auditoriya seqmentl\u0259\u015fdirm\u0259si davran\u0131\u015f, \u00fcst\u00fcnl\u00fckl\u0259r v\u0259 demografiyaya \u0259sas\u0259n istifad\u0259\u00e7il\u0259ri h\u0259d\u0259f qruplara b\u00f6l\u00fcr, qrupla\u015fd\u0131rma alqoritml\u0259rind\u0259n istifad\u0259 edir. Bu d\u0259qiqlik reklam uy\u011funlu\u011funu art\u0131r\u0131r, qatq\u0131l\u0131q nisb\u0259tl\u0259rini yax\u015f\u0131la\u015fd\u0131r\u0131r. N\u00fcmun\u0259 Spotify-n\u0131n musiqi reklamlar\u0131 \u00fc\u00e7\u00fcn AI seqmentl\u0259\u015fdirm\u0259sidir ki, t\u00f6vsiy\u0259l\u0259ri f\u0259rdil\u0259\u015fdirir v\u0259 dinl\u0259yici saxlama nisb\u0259tini 40% art\u0131r\u0131r, seqmentl\u0259\u015fdirm\u0259nin auditoriya m\u0259lumatlar\u0131na \u0259sas\u0259n f\u0259rdi reklam t\u0259klifl\u0259rini nec\u0259 idar\u0259 etdiyini g\u00f6st\u0259rir.<\/p>\n

AI reklamda \u00e7evirm\u0259 nisb\u0259tl\u0259rini nec\u0259 yax\u015f\u0131la\u015fd\u0131ra bil\u0259r?<\/h3>\n

AI istifad\u0259\u00e7i niyy\u0259tini proqnozla\u015fd\u0131raraq v\u0259 m\u00fc\u015ft\u0259ri s\u0259yah\u0259tini optimalla\u015fd\u0131raraq \u00e7evirm\u0259 nisb\u0259tl\u0259rini yax\u015f\u0131la\u015fd\u0131r\u0131r. Proqnozla\u015fd\u0131r\u0131c\u0131 modell\u0259\u015fdirm\u0259 vasit\u0259sil\u0259 y\u00fcks\u0259k d\u0259y\u0259rli qur\u015funl\u0259ri m\u00fc\u0259yy\u0259n edir v\u0259 t\u0259cr\u00fcb\u0259l\u0259ri f\u0259rdil\u0259\u015fdirir, m\u0259s\u0259l\u0259n, f\u0259rdi l\u0259ndinq s\u0259hif\u0259l\u0259ri. Strategiyalar dinamik m\u0259zmunla yenid\u0259n h\u0259d\u0259fl\u0259m\u0259ni \u0259hat\u0259 edir ki, \u00e7evirm\u0259l\u0259ri 20-50% art\u0131ra bil\u0259r. HubSpot inteqrasiyalar\u0131ndan konkret m\u0259lumatlar AI optimalla\u015fd\u0131r\u0131lm\u0131\u015f funnell\u0259rin tamamlama nisb\u0259tl\u0259rind\u0259 35% art\u0131m g\u00f6st\u0259rir, ROAS t\u0259kmill\u0259\u015fdirm\u0259 \u00fc\u00e7\u00fcn s\u00fcbut olunmu\u015f taktikalar\u0131 vur\u011fulay\u0131r.<\/p>\n

AI reklamda avtomatla\u015fd\u0131r\u0131lm\u0131\u015f b\u00fcdc\u0259 idar\u0259si n\u0259dir?<\/h3>\n

Avtomatla\u015fd\u0131r\u0131lm\u0131\u015f b\u00fcdc\u0259 idar\u0259si performans m\u0259lumatlar\u0131 v\u0259 m\u0259qs\u0259dl\u0259r\u0259 \u0259sas\u0259n reklam x\u0259rcl\u0259rini dinamik b\u00f6l\u00fc\u015fd\u00fcrm\u0259k \u00fc\u00e7\u00fcn AI-d\u0259n istifad\u0259 edir. Alqoritml\u0259r b\u00f6l\u00fc\u015fd\u00fcrm\u0259l\u0259ri real vaxtda d\u00fcz\u0259ldir, y\u00fcks\u0259k ROI kanallar\u0131na \u00fcst\u00fcnl\u00fck verir. M\u0259s\u0259l\u0259n, Microsoft-un AI al\u0259tl\u0259ri platformaaras\u0131 b\u00fcdc\u0259l\u0259ndirm\u0259ni avtomatla\u015fd\u0131r\u0131r, \u0259l x\u0259talar\u0131n\u0131 azald\u0131r v\u0259 s\u0259m\u0259r\u0259liyi 25% art\u0131r\u0131r. Bu, a\u015fa\u011f\u0131 performansl\u0131lara h\u0259ddind\u0259n art\u0131q x\u0259rcl\u0259m\u0259d\u0259n optimal resurs istifad\u0259sini t\u0259min edir.<\/p>\n

B\u00f6y\u00fck brendl\u0259rd\u0259n AI reklam n\u00fcmun\u0259l\u0259ri ver\u0259 bil\u0259rsinizmi?<\/h3>\n

Nike kimi b\u00f6y\u00fck brendl\u0259r reklamlarda f\u0259rdi ayaqqab\u0131 t\u00f6vsiy\u0259l\u0259ri \u00fc\u00e7\u00fcn AI istifad\u0259 edir, al\u0131\u015f tarix\u00e7\u0259sini t\u0259hlil ed\u0259r\u0259k uy\u011funlar\u0131 t\u0259klif edir, n\u0259tic\u0259d\u0259 qatq\u0131l\u0131q 28% art\u0131r. Dig\u0259r n\u00fcmun\u0259 Starbucks-un yer v\u0259 v\u0259rdi\u015fl\u0259r\u0259 g\u00f6r\u0259 seqmentl\u0259\u015fdirilmi\u015f mobil reklamlar\u0131d\u0131r ki, t\u0259tbiq endirm\u0259l\u0259rini 18% art\u0131r\u0131r. Bu hallar AI-nin biznes art\u0131m\u0131n\u0131 idar\u0259 ed\u0259n uy\u011fun, vaxt\u0131nda qar\u015f\u0131l\u0131qlar yaratma rolunu g\u00f6st\u0259rir.<\/p>\n

AI f\u0259rdi reklam t\u0259klifl\u0259rini nec\u0259 idar\u0259 edir?<\/h3>\n

AI f\u0259rdi reklam t\u0259klifl\u0259rini ke\u00e7mi\u015f qar\u015f\u0131l\u0131qlar v\u0259 \u00fcst\u00fcnl\u00fckl\u0259r kimi istifad\u0259\u00e7i m\u0259lumatlar\u0131n\u0131 t\u0259hlil ed\u0259r\u0259k uy\u011fun m\u0259zmun yarad\u0131r. Ma\u015f\u0131n \u00f6yr\u0259nm\u0259 reklamlar\u0131 f\u0259rdi profill\u0259r\u0259 uy\u011funla\u015fd\u0131r\u0131r, m\u0259s\u0259l\u0259n, brauzer\u0259 \u0259sas\u0259n m\u0259hsul t\u00f6vsiy\u0259l\u0259ri. Bu uy\u011funlu\u011fu art\u0131r\u0131r; Adobe-un AI sistemi elektron ticar\u0259t reklamlar\u0131n\u0131 f\u0259rdil\u0259\u015fdirir, m\u0259lumat \u0259sasl\u0131 f\u0259rdil\u0259\u015fdirm\u0259 vasit\u0259sil\u0259 klik nisb\u0259tl\u0259rini 30% art\u0131r\u0131r.<\/p>\n

ROAS yax\u015f\u0131la\u015fd\u0131rmas\u0131 \u00fc\u00e7\u00fcn AI istifad\u0259 etm\u0259yin faydalar\u0131 n\u0259l\u0259rdir?<\/h3>\n

AI h\u0259d\u0259fl\u0259m\u0259d\u0259n taklif\u0259 q\u0259d\u0259r kampaniyan\u0131n h\u0259r aspektini optimalla\u015fd\u0131raraq ROAS-\u0131 yax\u015f\u0131la\u015fd\u0131r\u0131r, reklam dollar\u0131 ba\u015f\u0131na daha y\u00fcks\u0259k g\u0259lirl\u0259r t\u0259min edir. O, s\u0259m\u0259r\u0259sizlikl\u0259ri m\u00fc\u0259yy\u0259n edir v\u0259 b\u00fcdc\u0259l\u0259ri yenid\u0259n b\u00f6l\u00fc\u015fd\u00fcr\u00fcr, t\u0259dqiqatlar 15-40% ROAS art\u0131m\u0131n\u0131 g\u00f6st\u0259rir. Walmart kimi brendl\u0259r inventar \u0259laq\u0259li reklamlar \u00fc\u00e7\u00fcn AI-d\u0259n istifad\u0259 edir, promosyonlar\u0131 stok s\u0259viyy\u0259l\u0259ri v\u0259 t\u0259l\u0259b proqnozlar\u0131 il\u0259 uy\u011funla\u015fd\u0131raraq 22% daha yax\u015f\u0131 g\u0259lirl\u0259r \u0259ld\u0259 edir.<\/p>\n

AI reklam optimizasiyas\u0131 ki\u00e7ik biznesl\u0259r \u00fc\u00e7\u00fcn uy\u011fundurmu?<\/h3>\n

B\u0259li, AI reklam optimizasiyas\u0131 ki\u00e7ik biznesl\u0259r \u00fc\u00e7\u00fcn uy\u011fundur, \u00e7\u00fcnki bir \u00e7ox platforma Google Ads-d\u0259 avtomatla\u015fd\u0131r\u0131lm\u0131\u015f taklif kimi \u0259l\u00e7atan al\u0259tl\u0259r t\u0259klif edir. O, \u0259l \u0259m\u0259yi x\u0259rcl\u0259rini azaldaraq oyun meydan\u0131n\u0131 b\u0259rab\u0259r edir. Ki\u00e7ik elektron ticar\u0259t saytlar\u0131 m\u0259s\u0259l\u0259n, Shopify-n\u0131n AI x\u00fcsusiyy\u0259tl\u0259rind\u0259n istifad\u0259 ed\u0259r\u0259k auditoriyalar\u0131 seqmentl\u0259\u015fdirir, b\u00f6y\u00fck komandalar olmadan 20% \u00e7evirm\u0259 art\u0131m\u0131 g\u00f6r\u00fcr, m\u00fcxt\u0259lif b\u00fcdc\u0259l\u0259r \u00fc\u00e7\u00fcn miqyaslanabil\u0259r edir.<\/p>\n

AI reklam optimizasiyas\u0131n\u0131n u\u011furunu nec\u0259 \u00f6l\u00e7m\u0259k olar?<\/h3>\n

AI reklam optimizasiyas\u0131n\u0131n u\u011furu ROAS, \u00e7evirm\u0259 nisb\u0259tl\u0259ri v\u0259 qazanma ba\u015f\u0131na x\u0259rc kimi KPI-larla \u00f6l\u00e7\u00fcl\u00fcr. Al\u0259tl\u0259r bunlar\u0131 baza x\u0259tl\u0259r\u0259 qar\u015f\u0131 izl\u0259yir, AI proqnozla\u015fd\u0131r\u0131c\u0131 standartlar t\u0259qdim edir<\/p>\n","protected":false},"excerpt":{"rendered":"

S\u00fcni intellekt reklam sah\u0259sini inqilab edib, marketoloqlara misilsiz d\u0259qiqlik v\u0259 s\u0259m\u0259r\u0259lilik s\u0259viyy\u0259l\u0259rin\u0259 \u00e7atma\u011fa imkan verib. AI reklam optimizasiyas\u0131 qabaqc\u0131l alqoritml\u0259r v\u0259 ma\u015f\u0131n \u00f6yr\u0259nm\u0259 modell\u0259rind\u0259n istifad\u0259 ed\u0259r\u0259k reklam kampaniyalar\u0131n\u0131 dinamik \u015f\u0259kild\u0259 t\u0259kmill\u0259\u015fdirm\u0259yi n\u0259z\u0259rd\u0259 tutur ki, x\u0259rcl\u0259n\u0259n h\u0259r dollar maksimum g\u0259lir g\u0259tirsin. Bu yana\u015fma \u0259n\u0259n\u0259vi \u00fcsullardan \u00f6te ged\u0259r\u0259k, b\u00f6y\u00fck veril\u0259nl\u0259r siyah\u0131lar\u0131n\u0131 real vaxtda t\u0259hlil edir, istifad\u0259\u00e7i davran\u0131\u015flar\u0131n\u0131 […]<\/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-45751","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\/45751","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=45751"}],"version-history":[{"count":1,"href":"https:\/\/alienroad.com\/az\/wp-json\/wp\/v2\/posts\/45751\/revisions"}],"predecessor-version":[{"id":45757,"href":"https:\/\/alienroad.com\/az\/wp-json\/wp\/v2\/posts\/45751\/revisions\/45757"}],"wp:attachment":[{"href":"https:\/\/alienroad.com\/az\/wp-json\/wp\/v2\/media?parent=45751"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/alienroad.com\/az\/wp-json\/wp\/v2\/categories?post=45751"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/alienroad.com\/az\/wp-json\/wp\/v2\/tags?post=45751"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}