{"id":89833,"date":"2026-03-28T11:51:06","date_gmt":"2026-03-28T11:51:06","guid":{"rendered":"https:\/\/alienroad.com\/uncategorized-az\/unlocking-ai-advertising-optimization-platforms-with-built-i\/"},"modified":"2026-04-05T07:16:04","modified_gmt":"2026-04-05T07:16:04","slug":"unlocking-ai-advertising-optimization-platforms-with-built-i","status":"publish","type":"post","link":"https:\/\/alienroad.com\/az\/ai-optimization-2\/unlocking-ai-advertising-optimization-platforms-with-built-i\/","title":{"rendered":"AI Reklam Optimizasiyas\u0131n\u0131 A\u00e7maq: S\u0259liq\u0259li \u0130\u015f Ax\u0131nlar\u0131 \u00fc\u00e7\u00fcn Daxili SOP-l\u0259ri olan Platformalar"},"content":{"rendered":"

AI reklam optimizasiyas\u0131 r\u0259q\u0259msal marketinqd\u0259 transformasiya ed\u0259n bir d\u0259yi\u015fikliyi t\u0259msil edir, burada daxili standart \u0259m\u0259liyyat prosedurlar\u0131 (SOP-l\u0259r) il\u0259 t\u0259chiz edilmi\u015f platformalar m\u00fcr\u0259kk\u0259b i\u015f ax\u0131nlar\u0131n\u0131 sad\u0259l\u0259\u015fdir\u0259r\u0259k \u00f6l\u00e7\u00fcl\u0259 bil\u0259n n\u0259tic\u0259l\u0259r t\u0259min edir. Bu platformalar s\u00fcni intellekt inteqrasiyas\u0131 il\u0259 reklam kampaniyalar\u0131n\u0131 avtomatla\u015fd\u0131r\u0131r va t\u0259kmill\u0259\u015fdirir, biznesl\u0259rin m\u00fcasir reklam ekosisteml\u0259rinin m\u00fcr\u0259kk\u0259bliyi il\u0259 d\u0259qiq v\u0259 s\u0259m\u0259r\u0259li \u015f\u0259kild\u0259 naviqasiya etm\u0259sin\u0259 z\u0259man\u0259t verir. \u00d6z mahiyy\u0259tind\u0259 AI reklam optimizasiyas\u0131 ma\u015f\u0131n \u00f6yr\u0259nm\u0259 alqoritml\u0259rind\u0259n istifad\u0259 ed\u0259r\u0259k b\u00f6y\u00fck veril\u0259nl\u0259r siyah\u0131lar\u0131n\u0131 t\u0259hlil edir, istifad\u0259\u00e7i davran\u0131\u015flar\u0131n\u0131 proqnozla\u015fd\u0131r\u0131r v\u0259 strategiyalar\u0131 real vaxtda t\u0259nziml\u0259yir, \u0259n\u0259n\u0259vi \u0259l il\u0259 yana\u015fmalar\u0131 xeyli \u00fcst\u0259l\u0259yir. Marketinq\u00e7il\u0259r \u00fc\u00e7\u00fcn bu, reaktiv taktiklardan evolyusiya ed\u0259n istehlak\u00e7\u0131 n\u00fcmun\u0259l\u0259ri il\u0259 uy\u011funla\u015fan proaktiv, veril\u0259nl\u0259r\u0259 \u0259saslanan q\u0259rarlara ke\u00e7id dem\u0259kdir.<\/p>\n

Bu platformalar daxilind\u0259 SOP-l\u0259rin inteqrasiyas\u0131 x\u00fcsusil\u0259 d\u0259y\u0259rlidir, \u00e7\u00fcnki \u0259n yax\u015f\u0131 t\u0259cr\u00fcb\u0259l\u0259ri avtomatla\u015fd\u0131r\u0131lm\u0131\u015f ard-arda\u011f\u0131l\u0131qlara kodla\u015fd\u0131r\u0131r, insan s\u0259hvl\u0259rini azald\u0131r v\u0259 kampaniya yerl\u0259\u015fdirm\u0259sini s\u00fcr\u0259tl\u0259ndirir. Par\u00e7alanm\u0131\u015f reklam al\u0259tl\u0259rinin probleml\u0259rini n\u0259z\u0259r\u0259 al\u0131n: h\u0259d\u0259fl\u0259m\u0259, taklif verm\u0259 v\u0259 hesabat \u00fc\u00e7\u00fcn f\u0259rqli sisteml\u0259r tez-tez s\u0259m\u0259r\u0259sizlikl\u0259r\u0259 v\u0259 suboptimal performansa s\u0259b\u0259b olur. Daxili SOP-l\u0259ri olan platformalar bunu h\u0259ll edir ki, istifad\u0259\u00e7il\u0259ri optimizasiya prosesl\u0259rind\u0259n ilkin qura\u015fd\u0131rmadan davaml\u0131 t\u0259kmill\u0259\u015fdirm\u0259l\u0259r\u0259 q\u0259d\u0259r b\u0259l\u0259d\u00e7i ed\u0259n \u0259vv\u0259lc\u0259d\u0259n m\u00fc\u0259yy\u0259n edilmi\u015f i\u015f ax\u0131nlar\u0131n\u0131 yerin\u0259 yetirir. Bu, yaln\u0131z ki\u00e7ik komandalar \u00fc\u00e7\u00fcn qabaqc\u0131l AI qabiliyy\u0259tl\u0259rini demokratikl\u0259\u015fdirmir, h\u0259m d\u0259 m\u0259lumat m\u0259xfiliyi qanunlar\u0131 kimi t\u0259nziml\u0259yici standartlara uy\u011funlu\u011fu t\u0259min edir. S\u0259naye proqnozlar\u0131na g\u00f6r\u0259, 2025-ci il\u0259 q\u0259d\u0259r qlobal reklam x\u0259rcl\u0259rinin 600 milyard dollardan \u00e7ox olmas\u0131 proqnozla\u015fd\u0131r\u0131lan bir d\u00f6vrd\u0259, bel\u0259 platformalar\u0131 q\u0259bul etm\u0259k r\u0259qab\u0259t \u00fcst\u00fcnl\u00fckl\u0259rini qorumaq \u00fc\u00e7\u00fcn vacib olur. AI reklam optimizasiyas\u0131na fokuslanaraq, biznesl\u0259r daha y\u00fcks\u0259k qat\u0131lma nisb\u0259tl\u0259rin\u0259 v\u0259 reklam x\u0259rcl\u0259ri qaytar\u0131lmas\u0131 (ROAS) \u00fcz\u0259rind\u0259 daha yax\u015f\u0131 qaytar\u0131lma \u0259ld\u0259 ed\u0259 bil\u0259rl\u0259r, t\u0259dqiqatlar kampaniya s\u0259m\u0259r\u0259liliyind\u0259 orta hesabla 20-30% yax\u015f\u0131la\u015fma g\u00f6st\u0259rir. Bu \u00fcmumi bax\u0131\u015f, bu platformalar\u0131n real vaxtl\u0131 performans t\u0259hlili v\u0259 auditoriya seqmentasiyas\u0131 kimi \u0259sas sah\u0259l\u0259ri nec\u0259 t\u0259kmill\u0259\u015fdirdiyini ara\u015fd\u0131rmaq \u00fc\u00e7\u00fcn m\u0259rh\u0259l\u0259 qurur, n\u0259tic\u0259d\u0259 konversiya nisb\u0259ti yax\u015f\u0131la\u015fmalar\u0131n\u0131 s\u00fcr\u0259tl\u0259ndirir.<\/p>\n

AI-nin Reklam Optimizasiyas\u0131ndak\u0131 \u018fsas Elementl\u0259ri<\/h2>\n

S\u00fcni intellekt \u0259sas\u0259n optimizasiya prosesini t\u0259kmill\u0259\u015fdirir ki, insan analitikl\u0259rinin \u0259ld\u0259 ed\u0259 bilm\u0259diyi miqyaslarda m\u0259lumatlar\u0131 emal ed\u0259r\u0259k kampaniya n\u0259tic\u0259l\u0259rini proqnozla\u015fd\u0131ran proqnozla\u015fd\u0131rma modell\u0259\u015fm\u0259sini aktivl\u0259\u015fdirir. Daxili SOP-l\u0259ri olan platformalarda AI alqoritml\u0259ri tarixi m\u0259lumatlardan davaml\u0131 \u00f6yr\u0259n\u0259r\u0259k reklam \u00e7atd\u0131r\u0131lmas\u0131n\u0131 t\u0259kmill\u0259\u015fdirir, h\u0259r t\u0259\u0259ss\u00fcrat\u0131n uy\u011funluq v\u0259 t\u0259sirini maksimuma \u00e7atd\u0131rd\u0131\u011f\u0131ndan \u0259min olur. Bu t\u0259kmill\u0259\u015fdirm\u0259 AI-nin A\/B testl\u0259rini avtomatla\u015fd\u0131rmaqda ayd\u0131n g\u00f6r\u00fcn\u00fcr, y\u00fcks\u0259k performansl\u0131 variantlara resurslar\u0131 dinamik \u015f\u0259kild\u0259 b\u00f6l\u00fc\u015fd\u00fcr\u0259r\u0259k a\u015fa\u011f\u0131 performansl\u0131lar\u0131 deprioritetl\u0259\u015fdirir, bel\u0259likl\u0259 \u0259l m\u00fcdaxil\u0259si olmadan i\u015f ax\u0131nlar\u0131n\u0131 sad\u0259l\u0259\u015fdirir.<\/p>\n

AI Reklam Optimizasiyas\u0131n\u0131 \u0130dar\u0259 Ed\u0259n \u018fsas Komponentl\u0259r<\/h3>\n

AI reklam optimizasiyas\u0131n\u0131n \u0259sas\u0131 onun modul komponentl\u0259rind\u0259dir, o c\u00fcml\u0259d\u0259n m\u0259lumat q\u0259bulu, model t\u0259limi v\u0259 icra qatlar\u0131, ham\u0131s\u0131 SOP-l\u0259r vasit\u0259sil\u0259 or\u043a\u0435\u0441\u0442rl\u0259\u015fdirilir. M\u0259lumat q\u0259bulu CRM sisteml\u0259ri v\u0259 veb analitikas\u0131 kimi \u00e7oxsayl\u0131 m\u0259nb\u0259l\u0259rd\u0259n \u00e7\u0259kilir, istifad\u0259\u00e7i qar\u015f\u0131l\u0131qlar\u0131nda n\u00fcmun\u0259l\u0259ri m\u00fc\u0259yy\u0259n ed\u0259n ma\u015f\u0131n \u00f6yr\u0259nm\u0259 modell\u0259rin\u0259 qid\u0259rir. M\u0259s\u0259l\u0259n, Google Ads v\u0259 Adobe Advertising Cloud kimi platformalar bu elementl\u0259ri inteqrasiya edir, burada SOP-l\u0259r model yenid\u0259n t\u0259liminin tezliyini m\u00fc\u0259yy\u0259n edir, \u00e7ox vaxt g\u00fcnd\u0259lik olaraq, bazar d\u0259yi\u015fiklikl\u0259rin\u0259 uy\u011funla\u015fmaq \u00fc\u00e7\u00fcn. Bu, auditoriya m\u0259lumatlar\u0131na \u0259saslanan f\u0259rdi reklam t\u0259klifl\u0259ri n\u0259tic\u0259sind\u0259 yaran\u0131r, m\u0259s\u0259l\u0259n, istifad\u0259\u00e7i demografiyas\u0131 v\u0259 ke\u00e7mi\u015f davran\u0131\u015flar\u0131na uy\u011funla\u015fd\u0131r\u0131lm\u0131\u015f kreativl\u0259r, son marketinq analitika \u015firk\u0259tl\u0259rinin standartlar\u0131na g\u00f6r\u0259 klik ke\u00e7id nisb\u0259tl\u0259rini (CTR) 15%-\u0259 q\u0259d\u0259r art\u0131ra bil\u0259r.<\/p>\n

Real Vaxtl\u0131 Performans T\u0259hlili Oyun D\u0259yi\u015fdiricisi Kimi<\/h3>\n

Real vaxtl\u0131 performans t\u0259hlili reklamvercisl\u0259r\u0259 metrikalar\u0131 an\u0131nda izl\u0259m\u0259y\u0259 imkan verir, b\u00fcdc\u0259 israf\u0131n\u0131 qar\u015f\u0131lamaq \u00fc\u00e7\u00fcn d\u0259rhal t\u0259nziml\u0259m\u0259l\u0259r\u0259 imkan yarad\u0131r. SOP idar\u0259 olunan platformalarda AI paneli \u0259sas performans g\u00f6st\u0259ricil\u0259ri (KPI-l\u0259r) kimi qazanma x\u0259rci (CPA) v\u0259 qat\u0131lma nisb\u0259tl\u0259ri \u00fc\u00e7\u00fcn vizualizasiyalar t\u0259qdim edir, anomali a\u015fkarlama alqoritml\u0259ri vasit\u0259sil\u0259 anomaliyalar\u0131 i\u015far\u0259l\u0259yir. Konkret n\u00fcmun\u0259 e-ticar\u0259t brendl\u0259rinin promosyon t\u0259dbirl\u0259ri zaman\u0131 trafik pikl\u0259rini t\u0259hlil etm\u0259k \u00fc\u00e7\u00fcn bu al\u0259tl\u0259rd\u0259n istifad\u0259 etm\u0259sidir; AI b\u00fcdc\u0259l\u0259ri kampaniya ortas\u0131nda yenid\u0259n b\u00f6l\u00fc\u015fd\u00fcr\u0259 bil\u0259r ki, art\u0131mlar\u0131ndan faydalanmaq \u00fc\u00e7\u00fcn, \u00e7ox vaxt saatlar i\u00e7ind\u0259 ROAS-\u0131 3:1-d\u0259n 5:1-\u0259 yax\u015f\u0131la\u015fd\u0131r\u0131r. Bu qabiliyy\u0259t yaln\u0131z q\u0259rar q\u0259bulunu t\u0259kmill\u0259\u015fdirmir, h\u0259m d\u0259 daha geni\u015f i\u015f ax\u0131nlar\u0131 il\u0259 inteqrasiya olunur, t\u0259hlil v\u0259 h\u0259r\u0259k\u0259t aras\u0131ndak\u0131 sorunsuz ke\u00e7idl\u0259ri t\u0259min edir.<\/p>\n

H\u0259d\u0259fl\u0259nmi\u015f Kampaniyalar \u00fc\u00e7\u00fcn Auditoriya Seqmentasiyas\u0131ndan \u0130stifad\u0259<\/h2>\n

AI il\u0259 q\u00fcvv\u0259l\u0259ndirilmi\u015f auditoriya seqmentasiyas\u0131 geni\u015f istifad\u0259\u00e7i bazalar\u0131n\u0131 davran\u0131\u015flar, \u00fcst\u00fcnl\u00fckl\u0259r v\u0259 niyy\u0259t \u0259sas\u0131nda inc\u0259 qruplara b\u00f6l\u00fcr, reklam yerl\u0259\u015fdirm\u0259l\u0259rinin effektivliyini art\u0131r\u0131r. Daxili SOP-l\u0259ri olan platformalar bu prosesi avtomatla\u015fd\u0131r\u0131r, klasterl\u0259\u015fm\u0259 alqoritml\u0259rind\u0259n istifad\u0259 ed\u0259r\u0259k seqmentl\u0259ri dinamik yaratmaq \u00fc\u00e7\u00fcn, m\u0259lumat toplamaqdan h\u0259d\u0259fl\u0259m\u0259y\u0259 q\u0259d\u0259r vaxt\u0131 h\u0259ft\u0259l\u0259rd\u0259n d\u0259qiq\u0259l\u0259r\u0259 endirir. Bu h\u0259d\u0259fl\u0259nmi\u015f yana\u015fma reklamlar\u0131n daha d\u0259rind\u0259n rezonans etm\u0259sini t\u0259min edir, daha y\u00fcks\u0259k uy\u011funluq bal\u0131 v\u0259 a\u015fa\u011f\u0131 reklam yor\u011funlu\u011fu yarad\u0131r.<\/p>\n

D\u0259qiq Seqmentasiya \u00fc\u00e7\u00fcn AI \u0130dar\u0259li Texnikalar<\/h3>\n

AI seqmentasiyan\u0131 axtar\u0131\u015f sor\u011fular\u0131ndan niyy\u0259t m\u0259d\u0259n\u0259n\u0259si \u00fc\u00e7\u00fcn t\u0259bii dil emal\u0131 (NLP) v\u0259 ox\u015farl\u0131q \u0259sasl\u0131 qrupla\u015fd\u0131rma \u00fc\u00e7\u00fcn kollektiv filtrasiya kimi qabaqc\u0131l texnikalarla t\u0259kmill\u0259\u015fdirir. Praktikada, The Trade Desk kimi platformalar daxilind\u0259 SOP-l\u0259r birinci t\u0259r\u0259f m\u0259lumatlar\u0131n\u0131 \u00fc\u00e7\u00fcnc\u00fc t\u0259r\u0259f fikirl\u0259ri il\u0259 inteqrasiya etm\u0259k add\u0131mlar\u0131n\u0131 t\u0259svir edir, ‘y\u00fcks\u0259k d\u0259y\u0259rli t\u0259krar al\u0131c\u0131lar’ v\u0259 ya ‘t\u0259rk edilmi\u015f s\u0259b\u0259t istifad\u0259\u00e7il\u0259ri’ kimi seqmentl\u0259r yarad\u0131r. F\u0259rdi reklam t\u0259klifl\u0259ri burada yaran\u0131r, AI seqment psixoqrafiyas\u0131na uy\u011funla\u015fd\u0131r\u0131lm\u0131\u015f vizual v\u0259 m\u0259tn t\u0259klif edir; m\u0259s\u0259l\u0259n, s\u0259yah\u0259t brendi mac\u0259ra axtar\u0131qlar\u0131na mac\u0259ra paketl\u0259ri t\u0259klif ed\u0259 bil\u0259r, ox\u015far t\u0259tbiql\u0259rd\u0259n case study-l\u0259r\u0259 \u0259sas\u0259n konversiya nisb\u0259tl\u0259rind\u0259 25% art\u0131m yarad\u0131r.<\/p>\n

Qat\u0131lma v\u0259 \u00c7at\u0131\u015f \u00dcz\u0259rind\u0259 T\u0259sirini \u00d6l\u00e7m\u0259k<\/h3>\n

Seqmentasiyan\u0131n d\u0259y\u0259rini miqdarla\u015fd\u0131rmaq \u00fc\u00e7\u00fcn platformalar seqment-spesifik CTR<\/a> v\u0259 \u00e7at\u0131\u015f \u00f6rt\u00fc\u015fm\u0259si kimi metrikalar\u0131 izl\u0259yir. M\u0259lumat n\u00fcmun\u0259l\u0259ri g\u00f6st\u0259rir ki, AI optimalla\u015fd\u0131r\u0131lm\u0131\u015f seqmentl\u0259r geni\u015f h\u0259d\u0259fl\u0259m\u0259y\u0259 nisb\u0259t\u0259n qat\u0131lman\u0131 40% art\u0131ra bil\u0259r, Nielsen-in f\u0259rdi kampaniyalar \u00fcz\u0259rind\u0259ki hesabatlar\u0131nda s\u00fcbut olunur. SOP-l\u0259r ard-ardaql\u0131 qiym\u0259tl\u0259ndirm\u0259ni t\u0259min edir, seqment ya\u015fay\u0131\u015f qabiliyy\u0259tini t\u0259sdiql\u0259m\u0259k \u00fc\u00e7\u00fcn A\/B testl\u0259rini daxil edir, bel\u0259likl\u0259 g\u0259l\u0259c\u0259k i\u015f ax\u0131nlar\u0131n\u0131 davaml\u0131 performans \u00fc\u00e7\u00fcn t\u0259kmill\u0259\u015fdirir.<\/p>\n

Konversiya Nisb\u0259ti Yax\u015f\u0131la\u015fd\u0131rmas\u0131 Strategiyalar\u0131<\/h2>\n

Konversiya nisb\u0259ti yax\u015f\u0131la\u015fmas\u0131 AI-nin m\u0259xruc v\u0259 h\u0259r\u0259k\u0259t aras\u0131ndak\u0131 bo\u015flu\u011fu doldurma qabiliyy\u0259tind\u0259n as\u0131l\u0131d\u0131r, m\u00fc\u015ft\u0259ri s\u0259yah\u0259tini h\u0259r toxunma n\u00f6qt\u0259sind\u0259 optimalla\u015fd\u0131r\u0131r. SOP-l\u0259ri olan platformalar konversiya fokuslu i\u015f ax\u0131nlar\u0131n\u0131 yerin\u0259 yetirir ki, y\u00fcks\u0259k niyy\u0259t siqnallar\u0131n\u0131 prioritetl\u0259\u015fdirir, al\u0131\u015f v\u0259 ya qeydiyyatlar\u0131 idar\u0259 ed\u0259nl\u0259ri iterasiya etm\u0259k \u00fc\u00e7\u00fcn g\u00fccl\u0259ndirm\u0259 \u00f6yr\u0259nm\u0259sind\u0259n istifad\u0259 edir. Bu, d\u0259rhal konversiyalar\u0131 art\u0131rmaqla yana\u015f\u0131, uzunm\u00fcdd\u0259tli loyall\u0131\u011f\u0131 qid\u0259yl\u0259y\u0259n strategiyalar n\u0259tic\u0259sind\u0259 yaran\u0131r.<\/p>\n

Proqnoz Analitikas\u0131 Vasit\u0259sil\u0259 Konversiyalar\u0131 Art\u0131rmaq<\/h3>\n

AI reklam optimizasiyas\u0131 daxilind\u0259 proqnoz analitikas\u0131 istifad\u0259\u00e7inin konversiya meylini proqnozla\u015fd\u0131r\u0131r, qabaqc\u0131l taklif t\u0259nziml\u0259m\u0259l\u0259rin\u0259 imkan yarad\u0131r. SOP-l\u0259r konversiya izl\u0259m\u0259 pikseli qura\u015fd\u0131rmas\u0131n\u0131 v\u0259 hadis\u0259 \u0259sasl\u0131 modell\u0259\u015fm\u0259ni b\u0259l\u0259d\u00e7i edir, Facebook Ads Manager kimi platformalar konverterl\u0259rd\u0259n ox\u015far auditoriya yaratma\u015f\u0131n\u0131 avtomatla\u015fd\u0131r\u0131r. Konversiyalar\u0131 art\u0131rmaq strategiyalar\u0131 r\u0259qibl\u0259r m\u0259lumatlar\u0131n\u0131n AI t\u0259hlili il\u0259 m\u0259lumatland\u0131r\u0131lm\u0131\u015f dinamik qiym\u0259tl\u0259ndirm\u0259ni daxil edir, eMarketer m\u0259lumatlar\u0131na g\u00f6r\u0259 perak\u0259nd\u0259 sektorlarda nisb\u0259tl\u0259ri 18-22% yax\u015f\u0131la\u015fd\u0131r\u0131r. F\u0259rdi t\u0259klifl\u0259r m\u00fch\u00fcm rol oynay\u0131r, m\u0259s\u0259l\u0259n, brauzinq tarix\u00e7\u0259sin\u0259 \u0259saslanan m\u0259hsul paketl\u0259ri t\u00f6vsiy\u0259 etm\u0259k, birba\u015fa yoxlan\u0131\u015f tamamlama\u015f\u0131n\u0131 t\u0259kmill\u0259\u015fdirir.<\/p>\n

ROAS Fokuslu Taktil\u0259ri Daxil Etm\u0259k<\/h3>\n

Reklam x\u0259rcl\u0259ri qaytar\u0131lmas\u0131 (ROAS) optimizasiyas\u0131 konversiya strategiyalar\u0131 il\u0259 \u00e7oxm\u0259qs\u0259dli AI modell\u0259ri vasit\u0259sil\u0259 inteqrasiya olunur ki, h\u0259cm v\u0259 qazancg\u0259liriliyi balansla\u015fd\u0131r\u0131r. Konkret metrikalar bunu g\u00f6st\u0259rir: B2B SaaS \u015firk\u0259ti SOP inteqrasiya edilmi\u015f platformalardan istifad\u0259 ed\u0259r\u0259k AI idar\u0259li retargetinq ard-ardaql\u0131qlar\u0131n\u0131 t\u0259tbiq etdikd\u0259n sonra ROAS-\u0131 2.5:1-d\u0259n 4.8:1-\u0259 art\u0131d\u0131b. Taktiler a\u015fa\u011f\u0131 ROAS seqmentl\u0259rind\u0259 taklif s\u0259rh\u0259dl\u0259rini m\u0259hdudla\u015fd\u0131rmaq v\u0259 qalibl\u0259ri miqyasla\u015fd\u0131rmaq\u0131 \u0259hat\u0259 edir, ham\u0131s\u0131 \u0259vv\u0259lc\u0259d\u0259n m\u00fc\u0259yy\u0259n edilmi\u015f prosedurlar vasit\u0259sil\u0259 avtomatla\u015fd\u0131r\u0131l\u0131r, proporsional s\u0259y x\u0259rcl\u0259ri olmadan miqyasl\u0131 inki\u015faf\u0131 t\u0259min edir.<\/p>\n

AI Ekosisteml\u0259rind\u0259 Avtomatla\u015fd\u0131r\u0131lm\u0131\u015f B\u00fcdc\u0259 \u0130dar\u0259si<\/h2>\n

Avtomatla\u015fd\u0131r\u0131lm\u0131\u015f b\u00fcdc\u0259 idar\u0259si s\u0259m\u0259r\u0259li AI reklam optimizasiyas\u0131n\u0131n \u0259sas da\u015f\u0131d\u0131r, burada alqoritml\u0259r proqnozla\u015fd\u0131r\u0131lm\u0131\u015f qaytar\u0131lmalara \u0259sas\u0259n kampaniyalar aras\u0131nda v\u0259saitl\u0259ri b\u00f6l\u00fc\u015fd\u00fcr\u00fcr. Daxili SOP-l\u0259ri olan platformalar g\u00fcnd\u0259lik x\u0259rc limitl\u0259ri v\u0259 performans h\u0259ddl\u0259ri kimi qaydalar\u0131 t\u0259tbiq edir, h\u0259ddind\u0259n art\u0131q x\u0259rcl\u0259nm\u0259ni qar\u015f\u0131lamaq v\u0259 ROI-ni maksimuma \u00e7atd\u0131rmaq \u00fc\u00e7\u00fcn. Bu avtomatla\u015fd\u0131rma strategiyalar\u0131 inc\u0259 t\u0259nziml\u0259m\u0259l\u0259rd\u0259n daha \u00e7ox kreativ v\u0259 strategik elementl\u0259r\u0259 fokuslanma\u011fa azad edir.<\/p>\n

A\u011f\u0131ll\u0131 Taklif Sisteml\u0259rinin T\u0259tbiqi<\/h3>\n

A\u011f\u0131ll\u0131 taklif sisteml\u0259ri AI-d\u0259n istifad\u0259 ed\u0259r\u0259k auksionlarda taklifl\u0259ri t\u0259nziml\u0259yir, g\u00fcn\u00fcn vaxt\u0131 v\u0259 cihaz tipi kimi faktorlar\u0131 n\u0259z\u0259r\u0259 al\u0131r. Amazon DSP kimi platformalar daxilind\u0259 SOP-l\u0259r bu t\u0259tbiql\u0259ri standartla\u015fd\u0131r\u0131r, b\u00fcdc\u0259 b\u00fct\u00f6vl\u00fcy\u00fcn\u00fc qorumaq \u00fc\u00e7\u00fcn qoruyucular daxil edir. M\u0259s\u0259l\u0259n, h\u0259d\u0259f ROAS taklifi g\u00fcnd\u0259lik 10,000 dollar b\u00fcdc\u0259nin 60%-ni \u0259n yax\u015f\u0131 performansl\u0131 kanallara b\u00f6l\u00fc\u015fd\u00fcr\u0259 bil\u0259r, reklam texnologiya t\u0259minat\u00e7\u0131lar\u0131n\u0131n daxili auditl\u0259rin\u0259 g\u00f6r\u0259 35% s\u0259m\u0259r\u0259lilik qazan\u0131r.<\/p>\n

\u00c7ox Kanal Kampaniyalar\u0131nda Optimizasiya<\/h3>\n

\u00c7ox kanal optimizasiyas\u0131 b\u00fcdc\u0259 idar\u0259sini sinxronla\u015fd\u0131r\u0131lm\u0131\u015f ekosisteml\u0259r\u0259 geni\u015fl\u0259ndirir, burada AI axtar\u0131\u015f, sosial v\u0259 displey aras\u0131nda x\u0259rcl\u0259ri harmoniyala\u015fd\u0131r\u0131r. Gartner-in m\u0259lumat n\u00fcmun\u0259l\u0259ri pik m\u00f6vs\u00fcml\u0259rd\u0259 avtomatla\u015fd\u0131r\u0131lm\u0131\u015f yenid\u0259n b\u00f6l\u00fc\u015fdirm\u0259l\u0259rin CPA-ni 28% azalda bil\u0259c\u0259yini vur\u011fulay\u0131r, SOP-l\u0259r \u015f\u0259ffafl\u0131q v\u0259 uy\u011funluq \u00fc\u00e7\u00fcn audit izl\u0259rini t\u0259min edir.<\/p>\n

Qabaqc\u0131l Metrikl\u0259rl\u0259 Platform Effektivliyini Qiym\u0259tl\u0259ndirm\u0259k<\/h2>\n

Platformalar\u0131n effektivliyini qiym\u0259tl\u0259ndirm\u0259k h\u0259m miqdar h\u0259m d\u0259 keyfiyy\u0259t t\u0259sirl\u0259rini tutan m\u00f6hk\u0259m metrik \u00e7\u0259r\u00e7iv\u0259si t\u0259l\u0259b edir. AI bu qiym\u0259tl\u0259ndirm\u0259ni ssenari n\u0259tic\u0259l\u0259rinin proqnozla\u015fd\u0131r\u0131c\u0131 simulyasiyalar\u0131 t\u0259qdim etm\u0259kl\u0259 t\u0259kmill\u0259\u015fdirir, komandalar\u0131n s\u0259naye standartlar\u0131na qar\u015f\u0131 sor\u011fu etm\u0259sin\u0259 imkan yarad\u0131r. SOP idar\u0259 olunan m\u00fchitl\u0259rd\u0259 m\u00fcnt\u0259z\u0259m auditl\u0259r i\u015f ax\u0131nlar\u0131na inteqrasiya olunur, davaml\u0131 yax\u015f\u0131la\u015fman\u0131 t\u0259\u015fviq edir.<\/p>\n

AI Reklam Optimizasiyas\u0131 U\u011furunun \u018fsas Metrikl\u0259ri<\/h3>\n

\u018fsas metriklar ROAS il\u0259 \u00f6m\u00fcrl\u00fck d\u0259y\u0259r (LTV) inteqrasiyas\u0131n\u0131, t\u0259\u0259ss\u00fcrat pay\u0131n\u0131 v\u0259 keyfiyy\u0259t bal\u0131n\u0131 \u0259hat\u0259 edir. Platformalar hesabat verm\u0259ni avtomatla\u015fd\u0131r\u0131r, son Forrester t\u0259dqiqat\u0131nda AI t\u0259kmill\u0259\u015fdirm\u0259l\u0259rind\u0259n 32% ROAS art\u0131m\u0131n\u0131 a\u00e7ar. Bu metriklar SOP t\u0259kmill\u0259\u015fdirm\u0259l\u0259rini b\u0259l\u0259d\u00e7i edir, biznes h\u0259d\u0259fl\u0259ri il\u0259 uy\u011funlu\u011fu t\u0259min edir.<\/p>\n

Real D\u00fcnya Qazanclar\u0131n\u0131 N\u00fcmayi\u015f Etir\u0259n Case Study-l\u0259r<\/h3>\n

Real d\u00fcnya t\u0259tbiql\u0259ri platform d\u0259y\u0259rini vur\u011fulay\u0131r; daxili SOP-l\u0259rd\u0259n istifad\u0259 ed\u0259n moda perak\u0259nd\u0259\u00e7isi AI optimalla\u015fd\u0131r\u0131lm\u0131\u015f i\u015f ax\u0131nlar\u0131 vasit\u0259sil\u0259 konversiya nisb\u0259tl\u0259rinin 27% artd\u0131\u011f\u0131n\u0131 g\u00f6rd\u00fc, b\u00fcdc\u0259l\u0259r 6:1 ROAS \u0259ld\u0259 etm\u0259k \u00fc\u00e7\u00fcn idar\u0259 edildi. Bel\u0259 hallar inteqrasiya edilmi\u015f AI sisteml\u0259rinin m\u0259nal\u0131 faydalar\u0131n\u0131 vur\u011fulay\u0131r.<\/p>\n

Strateji Ufql\u0259r: AI Optimizasiya Platformalar\u0131 il\u0259 Evrilm\u0259k<\/h2>\n

Reklam land\u015faftlar\u0131 evrildikc\u0259, AI optimizasiya i\u015f ax\u0131nlar\u0131 \u00fc\u00e7\u00fcn daxili SOP-l\u0259ri olan platformalar biznesl\u0259ri m\u0259xfiliy\u0259t birinci h\u0259d\u0259fl\u0259m\u0259 v\u0259 generativ AI kreativl\u0259ri kimi yeni trendl\u0259ri proqnozla\u015fd\u0131rma\u011fa v\u0259 uy\u011funla\u015fd\u0131rma\u011fa yerl\u0259\u015fdirir. \u0130r\u0259li d\u00fc\u015f\u00fcn\u0259n strategiyalar SOP avtomatla\u015fmas\u0131n\u0131 insan n\u0259zar\u0259ti il\u0259 birl\u0259\u015fdir\u0259n hibrid modell\u0259ri pilotla\u015fd\u0131rma\u011f\u0131 \u0259hat\u0259 edir, \u0259sas reklam \u015f\u0259b\u0259k\u0259l\u0259rind\u0259n alqoritm d\u0259yi\u015fiklikl\u0259rin\u0259 qar\u015f\u0131 davaml\u0131l\u0131\u011f\u0131 t\u0259min edir. \u0130ndi bu platformalara investisiya ed\u0259r\u0259k, t\u0259\u015fkilatlar f\u0259rdil\u0259\u015fdirm\u0259 v\u0259 s\u0259m\u0259r\u0259lilik t\u0259l\u0259bl\u0259rin\u0259 cavab verm\u0259k \u00fc\u00e7\u00fcn AI reklam optimizasiyas\u0131n\u0131 miqyasla\u015fd\u0131ra bil\u0259r. Alien Road, r\u0259q\u0259msal transformasiya x\u00fcsusiyy\u0259tli apar\u0131c\u0131 konsaltinq \u015firk\u0259ti kimi, biznesl\u0259ri f\u0259rdi t\u0259tbiql\u0259r v\u0259 ekspert b\u0259l\u0259d\u00e7ilik vasit\u0259sil\u0259 AI reklam optimizasiyas\u0131n\u0131 m\u0259nims\u0259m\u0259y\u0259 qadir edir. Kampaniyalar\u0131n\u0131z\u0131 y\u00fcks\u0259ltm\u0259k v\u0259 misilsiz performans\u0131 a\u00e7maq \u00fc\u00e7\u00fcn bu g\u00fcn Alien Road il\u0259 t\u0259r\u0259fda\u015fl\u0131q edin v\u0259 strateji konsultasiya \u00fc\u00e7\u00fcn m\u00fcraci\u0259t edin.<\/p>\n

AI Optimizasiya \u0130\u015f Ax\u0131nlar\u0131 \u00fc\u00e7\u00fcn Daxili SOP-l\u0259ri olan Platformalar Haqq\u0131nda Tez-Tez Veril\u0259n Suallar<\/h2>\n

AI optimizasiya i\u015f ax\u0131nlar\u0131 \u00fc\u00e7\u00fcn daxili SOP-l\u0259ri olan platformalar n\u0259dir?<\/h3>\n

AI optimizasiya i\u015f ax\u0131nlar\u0131 \u00fc\u00e7\u00fcn daxili SOP-l\u0259ri olan platformalar reklamda AI idar\u0259li prosesl\u0259ri avtomatla\u015fd\u0131rmaq v\u0259 standartla\u015fd\u0131rmaq \u00fc\u00e7\u00fcn standart \u0259m\u0259liyyat prosedurlar\u0131 daxil ed\u0259n inteqrasiya edilmi\u015f proqram h\u0259ll\u0259ridir. Google v\u0259 ya Adobe-d\u0259n olan bu platformalar kampaniya qura\u015fd\u0131rmas\u0131 v\u0259 performans tuninqi kimi v\u0259zif\u0259l\u0259r \u00fc\u00e7\u00fcn \u0259vv\u0259lc\u0259d\u0259n m\u00fc\u0259yy\u0259n edilmi\u015f protokollar\u0131 yerin\u0259 yetirir, geni\u015f x\u00fcsusi inki\u015faf t\u0259l\u0259b etm\u0259d\u0259n AI al\u0259tl\u0259rinin ard-ardaql\u0131, s\u0259m\u0259r\u0259li istifad\u0259sini t\u0259min ed\u0259r\u0259k reklam n\u0259tic\u0259l\u0259rini t\u0259kmill\u0259\u015fdirir.<\/p>\n

AI bu platformalarda reklam optimizasiyas\u0131n\u0131 nec\u0259 t\u0259kmill\u0259\u015fdirir?<\/h3>\n

AI reklam optimizasiyas\u0131n\u0131 b\u00f6y\u00fck veril\u0259nl\u0259r siyah\u0131lar\u0131n\u0131 real vaxtda t\u0259hlil ed\u0259r\u0259k istifad\u0259\u00e7i qat\u0131lmas\u0131n\u0131 proqnozla\u015fd\u0131rmaq v\u0259 t\u0259nziml\u0259m\u0259l\u0259ri avtomatla\u015fd\u0131rmaqla t\u0259kmill\u0259\u015fdirir, daha uy\u011fun reklam \u00e7atd\u0131r\u0131lmalar\u0131na s\u0259b\u0259b olur. SOP inteqrasiya edilmi\u015f platformalarda bu avtomatla\u015fd\u0131r\u0131lm\u0131\u015f \u00f6yr\u0259nm\u0259 d\u00f6vr\u0259l\u0259ri kimi t\u0259zah\u00fcr edir ki, h\u0259d\u0259fl\u0259m\u0259 v\u0259 taklif verm\u0259ni t\u0259kmill\u0259\u015fdirir, \u00e7ox vaxt davaml\u0131 uy\u011funla\u015fma vasit\u0259sil\u0259 CTR v\u0259 ROAS kimi \u0259sas metrikalarda 20-30% yax\u015f\u0131la\u015fma yarad\u0131r.<\/p>\n

AI reklam optimizasiyas\u0131nda real vaxtl\u0131 performans t\u0259hlilinin rolu n\u0259dir?<\/h3>\n

AI reklam optimizasiyas\u0131nda real vaxtl\u0131 performans t\u0259hlili kampaniya metrikalar\u0131na d\u0259rhal fikir verir, s\u0259m\u0259r\u0259liliyi maksimuma \u00e7atd\u0131rmaq \u00fc\u00e7\u00fcn s\u00fcr\u0259tli d\u00fcz\u0259li\u015fl\u0259r\u0259 imkan yarad\u0131r. SOP-l\u0259ri olan platformalar bunu a\u015fa\u011f\u0131 performansl\u0131 reklamlar\u0131 dayand\u0131rmaq kimi x\u0259b\u0259rdarl\u0131qlar\u0131 v\u0259 avto-t\u0259nziml\u0259m\u0259l\u0259ri aktivl\u0259\u015fdirm\u0259k \u00fc\u00e7\u00fcn istifad\u0259 edir, s\u0259naye standartlar\u0131na \u0259sas\u0259n israf olunan x\u0259rcl\u0259ri 25%-\u0259 q\u0259d\u0259r azalda bil\u0259r.<\/p>\n

Auditoriya seqmentasiyas\u0131 niy\u0259 AI reklam u\u011furunda vacibdir?<\/h3>\n

Auditoriya seqmentasiyas\u0131 vacibdir \u00e7\u00fcnki spesifik istifad\u0259\u00e7i qruplar\u0131 il\u0259 rezonans ed\u0259n hiper-h\u0259d\u0259fl\u0259nmi\u015f reklamlara imkan yarad\u0131r, uy\u011funlu\u011fu v\u0259 konversiya potensial\u0131n\u0131 yax\u015f\u0131la\u015fd\u0131r\u0131r. Bu platformalarda AI q\u00fcvv\u0259l\u0259ndirilmi\u015f seqmentasiya davran\u0131\u015f m\u0259lumatlar\u0131ndan dinamik qruplar yaratmaq \u00fc\u00e7\u00fcn istifad\u0259 edir, marketinq t\u0259dqiqat \u015firk\u0259tl\u0259rinin m\u00fcqayis\u0259li t\u0259dqiqatlar\u0131nda g\u00f6r\u00fcld\u00fcy\u00fc kimi qat\u0131lma nisb\u0259tl\u0259rini 40% art\u0131r\u0131r.<\/p>\n

Platformalar AI istifad\u0259 ed\u0259r\u0259k konversiya nisb\u0259tl\u0259rini nec\u0259 yax\u015f\u0131la\u015fd\u0131ra bil\u0259r?<\/h3>\n

Platformalar y\u00fcks\u0259k niyy\u0259tli istifad\u0259\u00e7il\u0259ri m\u00fc\u0259yy\u0259n ed\u0259n proqnoz modell\u0259rind\u0259n istifad\u0259 ed\u0259r\u0259k v\u0259 konversiya hadis\u0259l\u0259rin\u0259 reklam yollar\u0131n\u0131 optimalla\u015fd\u0131raraq konversiya nisb\u0259tl\u0259rini yax\u015f\u0131la\u015fd\u0131r\u0131r. Daxili SOP-l\u0259r vasit\u0259sil\u0259 AI f\u0259rdi m\u0259zmun v\u0259 retargetinq ard-ardaql\u0131qlar\u0131n\u0131 t\u0259klif edir, h\u0259d\u0259fl\u0259nmi\u015f m\u00fcdaxil\u0259l\u0259r vasit\u0259sil\u0259 e-ticar\u0259t ssenaril\u0259rind\u0259 nisb\u0259t art\u0131mlar\u0131n\u0131 18-25% g\u00f6st\u0259r\u0259n n\u00fcmun\u0259l\u0259rl\u0259.<\/p>\n

AI reklam optimizasiyas\u0131 kontekstind\u0259 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 proqnozlar\u0131na \u0259sas\u0259n v\u0259saitl\u0259ri dinamik b\u00f6l\u00fc\u015fd\u00fcr\u0259n AI alqoritml\u0259rini \u0259hat\u0259 edir ki, x\u0259rcl\u0259ri optimalla\u015fd\u0131rs\u0131n. SOP-t\u0259chiz edilmi\u015f platformalarda bu taklif s\u0259rh\u0259dl\u0259ri v\u0259 yenid\u0259n b\u00f6l\u00fc\u015fdirm\u0259 qaydalar\u0131n\u0131 daxil edir, real kampaniya m\u0259lumatlar\u0131nda s\u00fcbut olundu\u011fu kimi ROAS h\u0259d\u0259fl\u0259rin\u0259 \u00e7atma\u011fa k\u00f6m\u0259k edir, m\u0259s\u0259l\u0259n 3:1-d\u0259n 5:1-\u0259 qald\u0131rma.<\/p>\n

F\u0259rdi reklam t\u0259klifl\u0259ri auditoriya m\u0259lumatlar\u0131ndan nec\u0259 faydalan\u0131b?<\/h3>\n

F\u0259rdi reklam t\u0259klifl\u0259ri auditoriya m\u0259lumatlar\u0131ndan istifad\u0259 ed\u0259r\u0259k kreativl\u0259ri v\u0259 mesajla\u015fd\u0131rman\u0131 f\u0259rdi \u00fcst\u00fcnl\u00fckl\u0259r\u0259 uy\u011funla\u015fd\u0131r\u0131r, uy\u011funlu\u011fu art\u0131r\u0131r. Platformalar SOP i\u015f ax\u0131nlar\u0131 daxilind\u0259 ma\u015f\u0131n \u00f6yr\u0259nm\u0259si vasit\u0259sil\u0259 bu m\u0259lumatlar\u0131 emal edir, \u0259sas reklam texnologiya t\u0259minat\u00e7\u0131lar\u0131n\u0131n analitikas\u0131na \u0259sas\u0259n CTR art\u0131mlar\u0131n\u0131 15% v\u0259 ya daha \u00e7ox yarad\u0131r.<\/p>\n

AI reklam optimizasiyas\u0131 \u00fc\u00e7\u00fcn hans\u0131 metrikalar izl\u0259nilm\u0259lidir?<\/h3>\n

\u0130zl\u0259nilm\u0259li \u0259sas metriklar ROAS, CPA, CTR v\u0259 konversiya nisb\u0259tl\u0259rini, AI-spesifik olanlar\u0131 modell\u0259r d\u0259qiqliyi v\u0259 proqnoz inam\u0131 il\u0259 \u0259hat\u0259 edir. Platformalardak\u0131 SOP-l\u0259r bu metriklar \u00fc\u00e7\u00fcn avtomatla\u015fd\u0131r\u0131lm\u0131\u015f panell\u0259ri asanla\u015fd\u0131r\u0131r, \u00fcmumi kampaniya ROI yax\u015f\u0131la\u015fmalar\u0131 il\u0259 korrelyasiya ed\u0259n veril\u0259nl\u0259r\u0259 \u0259saslanan t\u0259kmill\u0259\u015fdirm\u0259l\u0259r\u0259 imkan yarad\u0131r.<\/p>\n

X\u00fcsusi AI h\u0259ll\u0259ri \u00fcz\u0259rind\u0259 daxili SOP-l\u0259ri olan platformalar\u0131 niy\u0259 se\u00e7m\u0259k?<\/h3>\n

Daxili SOP-l\u0259ri olan platformalar x\u00fcsusi h\u0259ll\u0259r \u00fcz\u0259rind\u0259 s\u00fcr\u0259t, miqyasl\u0131l\u0131q v\u0259 etibarl\u0131l\u0131q t\u0259klif edir ki, s\u0131naqdan ke\u00e7irilmi\u015f i\u015f ax\u0131nlar\u0131 t\u0259min ed\u0259r\u0259k azald\u0131r<\/p>\n","protected":false},"excerpt":{"rendered":"

AI reklam optimizasiyas\u0131 r\u0259q\u0259msal marketinqd\u0259 transformasiya ed\u0259n bir d\u0259yi\u015fikliyi t\u0259msil edir, burada daxili standart \u0259m\u0259liyyat prosedurlar\u0131 (SOP-l\u0259r) il\u0259 t\u0259chiz edilmi\u015f platformalar m\u00fcr\u0259kk\u0259b i\u015f ax\u0131nlar\u0131n\u0131 sad\u0259l\u0259\u015fdir\u0259r\u0259k \u00f6l\u00e7\u00fcl\u0259 bil\u0259n n\u0259tic\u0259l\u0259r t\u0259min edir. Bu platformalar s\u00fcni intellekt inteqrasiyas\u0131 il\u0259 reklam kampaniyalar\u0131n\u0131 avtomatla\u015fd\u0131r\u0131r va t\u0259kmill\u0259\u015fdirir, biznesl\u0259rin m\u00fcasir reklam ekosisteml\u0259rinin m\u00fcr\u0259kk\u0259bliyi il\u0259 d\u0259qiq v\u0259 s\u0259m\u0259r\u0259li \u015f\u0259kild\u0259 naviqasiya etm\u0259sin\u0259 z\u0259man\u0259t verir. […]<\/p>\n","protected":false},"author":1,"featured_media":53843,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1204],"tags":[546],"class_list":["post-89833","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-optimization-2","tag-ai-3"],"acf":[],"_links":{"self":[{"href":"https:\/\/alienroad.com\/az\/wp-json\/wp\/v2\/posts\/89833","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=89833"}],"version-history":[{"count":1,"href":"https:\/\/alienroad.com\/az\/wp-json\/wp\/v2\/posts\/89833\/revisions"}],"predecessor-version":[{"id":89842,"href":"https:\/\/alienroad.com\/az\/wp-json\/wp\/v2\/posts\/89833\/revisions\/89842"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/alienroad.com\/az\/wp-json\/wp\/v2\/media\/53843"}],"wp:attachment":[{"href":"https:\/\/alienroad.com\/az\/wp-json\/wp\/v2\/media?parent=89833"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/alienroad.com\/az\/wp-json\/wp\/v2\/categories?post=89833"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/alienroad.com\/az\/wp-json\/wp\/v2\/tags?post=89833"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}