{"id":95967,"date":"2026-03-28T11:22:38","date_gmt":"2026-03-28T11:22:38","guid":{"rendered":"https:\/\/alienroad.com\/uncategorized-az\/mastering-ai-advertising-optimization-guide-to-choosing-gene\/"},"modified":"2026-04-05T11:03:41","modified_gmt":"2026-04-05T11:03:41","slug":"mastering-ai-advertising-optimization-guide-to-choosing-gene","status":"publish","type":"post","link":"https:\/\/alienroad.com\/az\/ai-optimization-2\/mastering-ai-advertising-optimization-guide-to-choosing-gene\/","title":{"rendered":"AI Reklam Optimizasiyas\u0131n\u0131 M\u00fck\u0259mm\u0259ll\u0259\u015fdirm\u0259k: Generativ AI Al\u0259tl\u0259rini Se\u00e7m\u0259 B\u0259l\u0259d\u00e7isi"},"content":{"rendered":"

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

R\u0259q\u0259msal marketinqin inki\u015faf ed\u0259n land\u015faft\u0131nda AI reklam optimizasiyas\u0131 s\u0259m\u0259r\u0259lilik v\u0259 n\u0259tic\u0259l\u0259ri art\u0131rmaq \u00fc\u00e7\u00fcn \u0259sas da\u015fd\u0131r. Generativ AI al\u0259tl\u0259ri bu prosesi m\u00fcr\u0259kk\u0259b v\u0259zif\u0259l\u0259ri avtomatla\u015fd\u0131raraq, m\u0259zmun yarad\u0131lmas\u0131ndan performans\u0131 t\u0259nziml\u0259m\u0259y\u0259 q\u0259d\u0259r inqilab edir. Bu al\u0259tl\u0259r 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\u015f\u0131n\u0131 proqnozla\u015fd\u0131r\u0131r v\u0259 x\u00fcsusi elan variantlar\u0131n\u0131 yarad\u0131r. M\u0259s\u0259l\u0259n, generativ AI platformas\u0131 saniy\u0259l\u0259r \u0259rzind\u0259 \u00e7oxsayl\u0131 elan m\u0259tnl\u0259ri yarada bil\u0259r, h\u0259r biri x\u00fcsusi demografik qruplar \u00fc\u00e7\u00fcn optimalla\u015fd\u0131r\u0131lm\u0131\u015f olaraq, bel\u0259likl\u0259 uy\u011funlu\u011fu v\u0259 qat\u0131lman\u0131 art\u0131r\u0131r. M\u00fcvafiq al\u0259tl\u0259ri se\u00e7m\u0259k ist\u0259y\u0259n biznesl\u0259r \u0259vv\u0259lc\u0259 \u00f6z m\u0259qs\u0259dl\u0259ri il\u0259 uy\u011fun g\u0259l\u0259n \u0259sas qabiliyy\u0259tl\u0259ri anlamal\u0131d\u0131rlar. Bu, AI-nin proqnozla\u015fd\u0131r\u0131c\u0131 analitika v\u0259 avtomatla\u015fd\u0131rma vasit\u0259sil\u0259 optimizasiyan\u0131 nec\u0259 g\u00fccl\u0259ndirdiyini qiym\u0259tl\u0259ndirm\u0259yi \u0259hat\u0259 edir, \u0259l il\u0259 s\u0259yl\u0259ri azaldaraq elan x\u0259rcl\u0259ri qaytar\u0131lmas\u0131n\u0131 (ROAS) art\u0131r\u0131r. S\u0259naye hesabatlar\u0131na g\u00f6r\u0259, AI idar\u0259 olunan elan platformalar\u0131ndan istifad\u0259 ed\u0259n \u015firk\u0259tl\u0259r ortalama 20% konversiya d\u0259r\u0259c\u0259si art\u0131m\u0131 g\u00f6r\u00fcrl\u0259r. Se\u00e7im prosesi cari kampaniyalardak\u0131 problem n\u00f6qt\u0259l\u0259rini m\u00fc\u0259yy\u0259nl\u0259\u015fdirm\u0259kl\u0259 ba\u015flay\u0131r, m\u0259s\u0259l\u0259n, uy\u011funsuz h\u0259d\u0259fl\u0259m\u0259 v\u0259 ya b\u00fcdc\u0259 s\u0259m\u0259r\u0259sizliyi kimi, v\u0259 onlar\u0131 real vaxt performans\u0131 analizi v\u0259 auditoriya seqmentasiyas\u0131 t\u0259klif ed\u0259n al\u0259t x\u00fcsusiyy\u0259tl\u0259ri il\u0259 uy\u011funla\u015fd\u0131r\u0131r.<\/p>\n

Generativ AI auditoriya m\u0259lumatlar\u0131na \u0259saslanaraq f\u0259rdi elan t\u0259klifl\u0259ri yaradaraq inc\u0259lik qat\u0131r. M\u0259s\u0259l\u0259n, istifad\u0259\u00e7i m\u0259lumatlar\u0131 millennials aras\u0131nda vizual hekay\u0259\u00e7ilik \u00fcst\u00fcnl\u00fcy\u00fcn\u00fc g\u00f6st\u0259rirs\u0259, al\u0259t dinamik infografika x\u00fcsusiyy\u0259tli elan kreativl\u0259ri yarada bil\u0259r. Bu s\u0259viyy\u0259d\u0259 f\u0259rdil\u0259\u015fdirm\u0259 t\u0131klamalar d\u0259r\u0259c\u0259sini (CTR) art\u0131rmaqla yana\u015f\u0131, brend loyall\u0131\u011f\u0131n\u0131 da g\u00fccl\u0259ndirir. Al\u0259tl\u0259ri se\u00e7\u0259rk\u0259n, Google Ads v\u0259 ya Facebook Ads Manager kimi platformalarla sorunsuz inteqrasiya qabiliyy\u0259ti olanlar\u0131 prioritetl\u0259\u015fdirin. Strateji yana\u015fma pilot testl\u0259ri h\u0259yata ke\u00e7irm\u0259yi \u0259hat\u0259 edir ki, bu, qazanc ba\u015f\u0131na x\u0259rc (CPA) kimi metrikalar\u0131 \u00f6l\u00e7m\u0259y\u0259 imkan verir, AI optimizasiyas\u0131 il\u0259 bu d\u0259y\u0259r 30%-\u0259 q\u0259d\u0259r azal\u0131r. Bu \u0259saslara fokuslanaraq, marketinq\u00e7il\u0259r miqyaslana bil\u0259n reklam u\u011furunun m\u00f6hk\u0259m t\u0259m\u0259lini qoyurlar.<\/p>\n

Generativ AI Optimizasiya Al\u0259tl\u0259rind\u0259 \u018fsas X\u00fcsusiyy\u0259tl\u0259ri Qiym\u0259tl\u0259ndirm\u0259k<\/h2>\n

AI reklam optimizasiyas\u0131 \u00fc\u00e7\u00fcn generativ AI al\u0259tl\u0259rini se\u00e7m\u0259k<\/a> kampaniya effektivliyin\u0259 birba\u015fa t\u0259sir ed\u0259n x\u00fcsusiyy\u0259tl\u0259rin b\u0259rpas\u0131 t\u0259l\u0259b edir. \u018fsas funksiyalar dinamik olaraq taklifl\u0259ri v\u0259 yerl\u0259\u015fdirm\u0259l\u0259ri t\u0259nziml\u0259y\u0259n AI elan optimizasiya m\u00fch\u0259rrikl\u0259rini \u0259hat\u0259 edir. Real vaxt performans\u0131 analizi t\u0259min ed\u0259n al\u0259tl\u0259r g\u00f6st\u0259ricil\u0259r kimi t\u0259\u0259ss\u00fcrat pay\u0131 v\u0259 qat\u0131lma d\u0259r\u0259c\u0259l\u0259ri kimi metrikalar\u0131 vizualizasiya ed\u0259n panel\u0259r t\u0259klif edir, bu da d\u0259rhal t\u0259nziml\u0259m\u0259l\u0259r\u0259 imkan verir. T\u0259bii dil emal\u0131 istifad\u0259 ed\u0259r\u0259k elan ba\u015fl\u0131qlar\u0131 v\u0259 t\u0259svirl\u0259ri yaradan platformalar\u0131 n\u0259z\u0259r\u0259 al\u0131n, brend s\u0259si il\u0259 uy\u011funlu\u011fu t\u0259min ed\u0259r\u0259k c\u0259lbediciliyi maksimuma \u00e7atd\u0131r\u0131n.<\/p>\n

M\u00f6vcud Elan Platformalar\u0131 il\u0259 \u0130nteqrasiya<\/h3>\n

Sorunsuz inteqrasiya \u0259n vacibdir. Do\u011fru al\u0259t \u0259sas elan \u015f\u0259b\u0259k\u0259l\u0259ri il\u0259 asanl\u0131qla birl\u0259\u015fm\u0259lidir, b\u00fct\u00fcn optimizasiya \u00fc\u00e7\u00fcn m\u0259lumatlar\u0131 \u00e7\u0259kir. M\u0259s\u0259l\u0259n, proqrammatik al\u0131\u015f sisteml\u0259ri il\u0259 inteqrasiya olunan al\u0259t auditoriya seqmentasiyas\u0131n\u0131 avtomatla\u015fd\u0131ra bil\u0259r, istifad\u0259\u00e7il\u0259ri davran\u0131\u015f n\u00fcmun\u0259l\u0259rin\u0259 \u0259sas\u0259n qruplara b\u00f6l\u0259r. Bu, konversiya d\u0259r\u0259c\u0259sini 25% art\u0131ran h\u0259d\u0259fl\u0259nmi\u015f kampaniyalar n\u0259tic\u0259sind\u0259 yaran\u0131r, bu da apar\u0131c\u0131 agentlikl\u0259rin case study-l\u0259rind\u0259 s\u00fcbut olunub. API-l\u0259ri v\u0259 uy\u011funlu\u011fu qiym\u0259tl\u0259ndirin ki, m\u0259lumat ax\u0131n\u0131n\u0131 mane\u0259 t\u00f6r\u0259d\u0259n silo-lardan qa\u00e7\u0131n.<\/p>\n

Miqyaslana Bil\u0259rlik v\u0259 F\u0259rdil\u0259\u015fdirm\u0259 Se\u00e7iml\u0259ri<\/h3>\n

Miqyaslana bil\u0259rlik al\u0259tin biznesinizl\u0259 b\u00f6y\u00fcm\u0259sini t\u0259min edir. Generativ AI al\u0259tl\u0259ri s\u0259naye x\u00fcsusi ehtiyaclar\u0131 \u00fc\u00e7\u00fcn, m\u0259s\u0259l\u0259n, e-ticar\u0259t v\u0259 ya B2B xidm\u0259tl\u0259ri \u00fc\u00e7\u00fcn inc\u0259 t\u0259nziml\u0259m\u0259y\u0259 imkan ver\u0259n f\u0259rdil\u0259\u015fdiril\u0259 bil\u0259n modell\u0259r t\u0259klif etm\u0259lidir. Auditoriya m\u0259lumatlar\u0131na \u0259saslanan f\u0259rdi elan t\u0259klifl\u0259ri, m\u0259s\u0259l\u0259n, elanlarda m\u0259hsul t\u00f6vsiy\u0259l\u0259ri yaratmaq, ROAS-\u0131 y\u00fcks\u0259ld\u0259 bil\u0259r. Monitor etm\u0259k \u00fc\u00e7\u00fcn metrikalar emal s\u00fcr\u0259tini \u0259hat\u0259 edir; \u0259n yax\u015f\u0131 al\u0259tl\u0259r saatda milyonlarla m\u0259lumat n\u00f6qt\u0259sini idar\u0259 edir, b\u00fcdc\u0259 israf\u0131n\u0131 qar\u015f\u0131lamaq \u00fc\u00e7\u00fcn real vaxt t\u0259nziml\u0259m\u0259l\u0259r\u0259 imkan verir.<\/p>\n

Ak\u0131ll\u0131 Q\u0259rarlar \u00dc\u00e7\u00fcn Real Vaxt Performans\u0131 Analizind\u0259n \u0130stifad\u0259 Etm\u0259k<\/h2>\n

Real vaxt performans\u0131 analizi AI reklam optimizasiyas\u0131nda oyunu d\u0259yi\u015f\u0259n bir x\u00fcsusiyy\u0259tdir. Generativ AI al\u0259tl\u0259ri burada canl\u0131 m\u0259lumat ax\u0131nlar\u0131n\u0131 emal ed\u0259r\u0259k trendl\u0259ri proqnozla\u015fd\u0131r\u0131r v\u0259 z\u0259if performansa malik elementl\u0259ri i\u015far\u0259l\u0259yir. Bu qabiliyy\u0259t marketinq\u00e7il\u0259r\u0259 strategiyalar\u0131 d\u0259rhal d\u0259yi\u015fm\u0259y\u0259 imkan verir, m\u0259s\u0259l\u0259n, a\u015fa\u011f\u0131 qat\u0131lmal\u0131 kreativl\u0259rd\u0259n y\u00fcks\u0259k performansa malik olanlara b\u00fcdc\u0259ni yenid\u0259n b\u00f6l\u00fc\u015fdirm\u0259k. T\u0259cr\u00fcb\u0259d\u0259, anomali a\u015fkarlama inteqrasiya ed\u0259n al\u0259tl\u0259r CTR-d\u0259 bird\u0259n d\u00fc\u015f\u00fc\u015fl\u0259ri x\u0259b\u0259rdar ed\u0259 bil\u0259r, bu tez-tez bazar d\u0259yi\u015fiklikl\u0259ri kimi xarici faktorlarla ba\u011fl\u0131d\u0131r, proaktiv cavablara imkan verir.<\/p>\n

Monitorinq v\u0259 Proqnozla\u015fd\u0131r\u0131c\u0131 M\u0259lumatlar \u00dc\u00e7\u00fcn Al\u0259tl\u0259r<\/h3>\n

Proqnozla\u015fd\u0131r\u0131c\u0131 m\u0259lumatlar t\u0259min ed\u0259n qabaqc\u0131l analitika modullar\u0131 olan al\u0259tl\u0259ri se\u00e7in<\/a>. M\u0259s\u0259l\u0259n, ma\u015f\u0131n \u00f6yr\u0259nm\u0259 modell\u0259ri kampaniya n\u0259tic\u0259l\u0259rini simulyasiya ed\u0259 bil\u0259r, elan vaxt\u0131 kimi d\u0259yi\u015f\u0259nl\u0259ri t\u0259nziml\u0259m\u0259kl\u0259 15% ROAS art\u0131m\u0131n\u0131 t\u0259xmin edir. Konkret n\u00fcmun\u0259l\u0259r klik n\u00fcmun\u0259l\u0259rini t\u0259hlil ed\u0259r\u0259k h\u0259d\u0259fl\u0259m\u0259ni t\u0259kmill\u0259\u015fdir\u0259n platformalar\u0131 \u0259hat\u0259 edir, israf olunan x\u0259rcl\u0259ri 18% azald\u0131r. Al\u0259tin A\/B test avtomatla\u015fd\u0131rmas\u0131n\u0131 d\u0259st\u0259kl\u0259m\u0259sini t\u0259min edin, variantlar yarad\u0131r v\u0259 n\u0259tic\u0259l\u0259ri real vaxtda t\u0259hlil ed\u0259r\u0259k qalibl\u0259ri tez m\u00fc\u0259yy\u0259nl\u0259\u015fdirin.<\/p>\n

\u018fm\u0259li M\u0259lumat \u00dc\u00e7\u00fcn M\u0259lumat Vizualizasiyas\u0131n\u0131 \u0130nteqrasiya Etm\u0259k<\/h3>\n

Effektiv al\u0259tl\u0259r xammal metrikalar\u0131 \u0259m\u0259li panel\u0259r\u0259 \u00e7evir\u0259n intuitiv m\u0259lumat vizualizasiyas\u0131 x\u00fcsusiyy\u0259tin\u0259 malikdir. Auditoriya qat\u0131lma heatmap-lar\u0131 v\u0259 ya konversiya d\u0259r\u0259c\u0259l\u0259ri trend qrafikl\u0259ri tez q\u0259rar q\u0259buluna k\u00f6m\u0259k edir. AI g\u00fccl\u0259ndirm\u0259l\u0259rini vur\u011fulayaraq, bu vizualizasiyalar generativ modell\u0259rin pik performansa nec\u0259 optimalla\u015fd\u0131rd\u0131\u011f\u0131n\u0131 g\u00f6st\u0259rir, tez-tez \u00fcmumi elan s\u0259m\u0259r\u0259liliyind\u0259 22% yax\u015f\u0131la\u015fma yarad\u0131r.<\/p>\n

Generativ AI il\u0259 Auditoriya Seqmentasiyas\u0131n\u0131 T\u0259tbiq Etm\u0259k<\/h2>\n

Auditoriya seqmentasiyas\u0131 h\u0259d\u0259fl\u0259nmi\u015f AI reklam optimizasiyas\u0131n\u0131n q\u0259lbind\u0259 yerl\u0259\u015fir. Generativ AI al\u0259tl\u0259ri demografiya, maraqlar v\u0259 al\u0131\u015f tarix\u00e7\u0259si kimi \u00e7oxsayl\u0131 m\u0259lumat n\u00f6qt\u0259l\u0259rin\u0259 \u0259sas\u0259n istifad\u0259\u00e7il\u0259ri qrupla\u015fd\u0131raraq bunu avtomatla\u015fd\u0131r\u0131r. Bu d\u0259qiq h\u0259d\u0259fl\u0259m\u0259 elan yor\u011funlu\u011funu minimuma endirir v\u0259 uy\u011funlu\u011fu maksimuma \u00e7atd\u0131r\u0131r, birba\u015fa konversiya d\u0259r\u0259c\u0259si yax\u015f\u0131la\u015fmas\u0131na t\u00f6hf\u0259 verir. \u015e\u0259h\u0259r v\u0259 k\u0259nd auditoriyalar\u0131 \u00fc\u00e7\u00fcn x\u00fcsusi mesajla\u015fma kimi seqment-x\u00fcsusi kreativl\u0259r yaradan al\u0259tl\u0259r bu g\u00fcc\u00fc n\u00fcmun\u0259l\u0259\u015fdirir.<\/p>\n

Qabaqc\u0131l Seqmentasiya Texnikalar\u0131<\/h3>\n

N\u00fcansl\u0131 seqmentasiya \u00fc\u00e7\u00fcn qrupla\u015fd\u0131rma alqoritml\u0259rind\u0259n istifad\u0259 ed\u0259n al\u0259tl\u0259ri axtar\u0131n<\/a>. M\u0259s\u0259l\u0259n, niyy\u0259t s\u0259viyy\u0259l\u0259rin\u0259 g\u00f6r\u0259 seqmentasiya 35% daha y\u00fcks\u0259k qat\u0131lma d\u0259r\u0259c\u0259si ver\u0259 bil\u0259r. Generativ AI bunu f\u0259rdi elan m\u0259zmunu t\u0259klif ed\u0259r\u0259k g\u00fccl\u0259ndirir, m\u0259s\u0259l\u0259n, y\u00fcks\u0259k niyy\u0259tli istifad\u0259\u00e7il\u0259r \u00fc\u00e7\u00fcn dinamik e-po\u00e7tlar, konversiyalar\u0131 art\u0131r\u0131r. Seqment qar\u0131\u015f\u0131\u011f\u0131 analizi kimi metrikalar qeyri-t\u0259krarlanan h\u0259d\u0259fl\u0259m\u0259ni t\u0259min edir, resurs b\u00f6lg\u00fcs\u00fcn\u00fc optimalla\u015fd\u0131r\u0131r.<\/p>\n

M\u0259lumat \u0130stifad\u0259sind\u0259 Etik N\u0259z\u0259r\u0259y\u0259 Almaq<\/h3>\n

Etik m\u0259lumat idar\u0259si vacibdir. GDPR v\u0259 CCPA il\u0259 uy\u011fun g\u0259l\u0259n al\u0259tl\u0259ri se\u00e7in<\/a>, raz\u0131la\u015fmaya \u0259saslanan seqmentasiyaya fokuslan\u0131n. Bu, riskl\u0259ri azald\u0131r v\u0259 etibar yarad\u0131r, dolay\u0131s\u0131 il\u0259 uzunm\u00fcdd\u0259tli konversiya yax\u015f\u0131la\u015fmalar\u0131n\u0131 d\u0259st\u0259kl\u0259yir. Case study-l\u0259r etik seqmentasiya olunan kampaniyalar\u0131n istifad\u0259\u00e7i m\u0259mnuniyy\u0259ti say\u0259sind\u0259 28% daha yax\u015f\u0131 ROAS \u0259ld\u0259 etdiyini g\u00f6st\u0259rir.<\/p>\n

AI Al\u0259tl\u0259rind\u0259n \u0130stifad\u0259 Ed\u0259r\u0259k Konversiya D\u0259r\u0259c\u0259sini Yax\u015f\u0131la\u015fd\u0131rma Strategiyalar\u0131<\/h2>\n

Konversiya d\u0259r\u0259c\u0259sini yax\u015f\u0131la\u015fd\u0131rma reklamda generativ AI-nin strateji istifad\u0259sini t\u0259l\u0259b edir. Bu al\u0259tl\u0259r d\u00fc\u015f\u00fc\u015f n\u00f6qt\u0259l\u0259rini m\u00fc\u0259yy\u0259nl\u0259\u015fdir\u0259r\u0259k v\u0259 d\u00fcz\u0259li\u015f elan variantlar\u0131 t\u0259klif ed\u0259r\u0259k funnell\u0259ri optimalla\u015fd\u0131r\u0131r. M\u0259s\u0259l\u0259n, s\u0259b\u0259t t\u0259rk etm\u0259 y\u00fcks\u0259kdirs\u0259, AI f\u0259rdi stimulla\u015fd\u0131rma il\u0259 yenid\u0259n h\u0259d\u0259fl\u0259m\u0259 elanlar\u0131 yarada bil\u0259r, optimalla\u015fd\u0131r\u0131lm\u0131\u015f ssenaril\u0259rd\u0259 konversiyalar\u0131 40% art\u0131r\u0131r.<\/p>\n

F\u0259rdil\u0259\u015fdirm\u0259 v\u0259 A\/B Test Avtomatla\u015fd\u0131rmas\u0131<\/h3>\n

Auditoriya m\u0259lumatlar\u0131na \u0259saslanan f\u0259rdi elan t\u0259klifl\u0259ri konversiyalar\u0131 idar\u0259 edir. Minl\u0259rl\u0259 variant \u00fcz\u0259rind\u0259 A\/B testl\u0259ri avtomatla\u015fd\u0131ran al\u0259tl\u0259r m\u0259lumat \u0259sasl\u0131 se\u00e7iml\u0259ri t\u0259min edir. Strategiyalar elanlarda dinamik qiym\u0259t g\u00f6st\u0259ricil\u0259rini \u0259hat\u0259 edir, bu da konversiyalar\u0131 19% art\u0131r\u0259 bil\u0259r. Yana\u015fmalar\u0131 daim t\u0259kmill\u0259\u015fdirm\u0259k \u00fc\u00e7\u00fcn konversiyaya q\u0259d\u0259r vaxt kimi metrikalar\u0131 izl\u0259yin.<\/p>\n

Optimizasiya D\u00f6vr\u0259l\u0259ri Vasit\u0259sil\u0259 ROAS-\u0131 Art\u0131rmaq<\/h3>\n

ROAS optimizasiyas\u0131 AI-nin n\u0259tic\u0259l\u0259rd\u0259n \u00f6yr\u0259n\u0259r\u0259k g\u0259l\u0259c\u0259k x\u0259rcl\u0259ri t\u0259kmill\u0259\u015fdirdiyi qapal\u0131 d\u00f6vr sisteml\u0259rini \u0259hat\u0259 edir. N\u00fcmun\u0259l\u0259r avtomatla\u015fd\u0131r\u0131lm\u0131\u015f t\u0259nziml\u0259m\u0259l\u0259ri \u0259hat\u0259 edir ki, bu 2.5x ROAS \u00e7arpan\u0131n\u0131 verir. Axtar\u0131\u015f, sosial v\u0259 displey elanlar \u00fcz\u0259rind\u0259 multi-kanal analitikan\u0131 inteqrasiya edin ki, birg\u0259 qazanc \u00fc\u00e7\u00fcn s\u0259yl\u0259ri uy\u011funla\u015fd\u0131r\u0131n.<\/p>\n

AI \u0130dar\u0259li Kampaniyalarda 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\u0131 siqnallar\u0131na \u0259sas\u0259n dinamik olaraq v\u0259saitl\u0259ri b\u00f6lg\u0259l\u0259\u015fdir\u0259r\u0259k AI reklam optimizasiyas\u0131n\u0131 sad\u0259l\u0259\u015fdirir. Generativ AI al\u0259tl\u0259ri x\u0259rc s\u0259m\u0259r\u0259liliyini proqnozla\u015fd\u0131r\u0131r, a\u015fa\u011f\u0131 verim kanallar\u0131nda art\u0131q x\u0259rcl\u0259nm\u0259ni qar\u015f\u0131lamaqla v\u0259 y\u00fcks\u0259k-ROI f\u00fcrs\u0259tl\u0259rini maksimuma \u00e7atd\u0131r\u0131r. Bu x\u00fcsusiy\u0259t kampaniyalar\u0131 proporsional x\u0259rc art\u0131m\u0131 olmadan miqyaslamaq \u00fc\u00e7\u00fcn vacibdir.<\/p>\n

Qayda \u018fsasl\u0131 v\u0259 ya AI G\u00fccl\u00fc B\u00f6lg\u0259l\u0259\u015fdirm\u0259<\/h3>\n

Qayda \u0259sasl\u0131 sisteml\u0259r n\u0259zar\u0259t t\u0259klif ets\u0259 d\u0259, AI g\u00fccl\u00fc olanlar oylulu\u011fa uy\u011funla\u015f\u0131r. M\u0259s\u0259l\u0259n, pik m\u00f6vs\u00fcml\u0259rd\u0259 AI b\u00fcdc\u0259ni artan t\u0259l\u0259b seqmentl\u0259rin\u0259 k\u00f6\u00e7\u00fcr\u0259 bil\u0259r, ROAS-\u0131 30% yax\u015f\u0131la\u015fd\u0131r\u0131r. B\u00fcdc\u0259 t\u0259sirl\u0259rini simulyasiya etm\u0259k \u00fc\u00e7\u00fcn ssenari planla\u015fd\u0131rma x\u00fcsusiyy\u0259ti olan al\u0259tl\u0259ri qiym\u0259tl\u0259ndirin, biznes m\u0259qs\u0259dl\u0259ri il\u0259 uy\u011funlu\u011fu t\u0259min edin.<\/p>\n

B\u00fcdc\u0259 S\u0259m\u0259r\u0259liliyi \u00dc\u00e7\u00fcn Monitorinq v\u0259 Hesabat<\/h3>\n

M\u00f6hk\u0259m hesabat b\u00fcdc\u0259 istifad\u0259sini izl\u0259yir, proqnozlara qar\u015f\u0131 varyasiyalar\u0131 vur\u011fulay\u0131r. Seqment ba\u015f\u0131na konversiya x\u0259rci kimi qranul b\u00f6lm\u0259l\u0259r t\u0259min ed\u0259n al\u0259tl\u0259r d\u0259qiq t\u0259nziml\u0259m\u0259l\u0259r\u0259 imkan verir. T\u0259tbiql\u0259rd\u0259n konkret m\u0259lumatlar AI idar\u0259li b\u00fcdc\u0259l\u0259r vasit\u0259sil\u0259 \u00fcmumi elan x\u0259rcl\u0259rind\u0259 25% azalma g\u00f6st\u0259rir.<\/p>\n

Reklam Strategiyas\u0131nda Generativ AI-nin G\u0259l\u0259c\u0259yini Naviqasiya Etm\u0259k<\/h2>\n

Generativ AI inki\u015faf etdikc\u0259, AI reklam optimizasiyas\u0131ndak\u0131 rolu d\u0259rinl\u0259\u015f\u0259c\u0259k, art\u0131r\u0131lm\u0131\u015f reall\u0131q kimi yeni texnologiyalarla inteqrasiya olacaq v\u0259 immersiv elanlar yaradacaq. Bu g\u00fcn al\u0259tl\u0259ri se\u00e7\u0259n biznesl\u0259r m\u0259tn, \u015f\u0259kil v\u0259 video qar\u0131\u015f\u0131\u011f\u0131n\u0131 d\u0259st\u0259kl\u0259y\u0259n multimodal yarad\u0131lma il\u0259 ir\u0259li uy\u011fun platformalar\u0131 prioritetl\u0259\u015fdirm\u0259lidir. Strateji icra \u00f6z m\u0259lumatlar\u0131 il\u0259 AI modell\u0259rinin davaml\u0131 t\u0259limini \u0259hat\u0259 edir ki, r\u0259qab\u0259t \u00fcst\u00fcnl\u00fcy\u00fcn\u00fc saxlas\u0131n. Real vaxt hiper-f\u0259rdil\u0259\u015fdirm\u0259nin standart oldu\u011fu land\u015faft\u0131 t\u0259s\u0259vv\u00fcr edin, misilsiz konversiya d\u0259r\u0259c\u0259l\u0259rini idar\u0259 edir. Bu g\u0259l\u0259c\u0259yi istifad\u0259 etm\u0259k \u00fc\u00e7\u00fcn al\u0259t performans\u0131n\u0131 inki\u015faf ed\u0259n KPI-l\u0259r\u0259 qar\u015f\u0131 m\u00fcnt\u0259z\u0259m auditl\u0259r apar\u0131n, uy\u011funla\u015fma t\u0259min edin. Alien Road, apar\u0131c\u0131 konsaltinq \u015firk\u0259ti kimi, f\u0259rdi strategiyalar v\u0259 t\u0259tbiq d\u0259st\u0259yi vasit\u0259sil\u0259 m\u00fc\u0259ssis\u0259l\u0259r\u0259 AI reklam optimizasiyas\u0131n\u0131 m\u00fck\u0259mm\u0259ll\u0259\u015fdirm\u0259y\u0259 k\u00f6m\u0259k edir. Kampaniyalar\u0131n\u0131z\u0131 y\u00fcks\u0259ltm\u0259k v\u0259 \u00f6l\u00e7\u00fcl\u0259 bil\u0259n art\u0131m\u0131 \u0259ld\u0259 etm\u0259k \u00fc\u00e7\u00fcn ekspertl\u0259rimizl\u0259 f\u0259rdi konsultasiya \u00fc\u00e7\u00fcn \u0259m\u0259kda\u015fl\u0131q edin.<\/p>\n

Generativ AI Optimizasiya Al\u0259tl\u0259rini Nec\u0259 Se\u00e7m\u0259k Haqq\u0131nda Tez-Tez Veril\u0259n Suallar<\/h2>\n

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

AI reklam optimizasiyas\u0131 s\u00fcni intellektin h\u0259d\u0259fl\u0259m\u0259, taklif v\u0259 kreativ inki\u015faf\u0131 avtomatla\u015fd\u0131raraq elan kampaniyalar\u0131n\u0131 g\u00fccl\u0259ndirm\u0259sini n\u0259z\u0259rd\u0259 tutur. O, performans\u0131 m\u0259lumatlar\u0131n\u0131 real vaxtda t\u0259hlil etm\u0259k \u00fc\u00e7\u00fcn ma\u015f\u0131n \u00f6yr\u0259nm\u0259d\u0259n istifad\u0259 edir, s\u0259m\u0259r\u0259liliyi v\u0259 ROAS v\u0259 konversiyalar kimi n\u0259tic\u0259l\u0259ri yax\u015f\u0131la\u015fd\u0131r\u0131r. Biznesl\u0259r \u00fc\u00e7\u00fcn bu, \u0259l t\u0259nziml\u0259m\u0259l\u0259rd\u0259n m\u0259lumat \u0259sasl\u0131 q\u0259rarlara ke\u00e7id dem\u0259kdir ki, bu kampaniya effektivliyini 30%-\u0259 q\u0259d\u0259r art\u0131r\u0131r.<\/p>\n

Biznesl\u0259r niy\u0259 elan optimizasiyas\u0131 \u00fc\u00e7\u00fcn generativ AI al\u0259tl\u0259rini se\u00e7m\u0259lidir?<\/h3>\n

Generativ AI al\u0259tl\u0259ri x\u00fcsusi auditoriyalara uy\u011fun elan variantlar\u0131 kimi miqyasda f\u0259rdi m\u0259zmun yarad\u0131lmas\u0131na imkan verir. Onlar trendl\u0259ri proqnozla\u015fd\u0131raraq v\u0259 prosesl\u0259ri avtomatla\u015fd\u0131raraq optimizasiyan\u0131 g\u00fccl\u0259ndirir, daha yax\u015f\u0131 resurs b\u00f6lg\u00fcs\u00fcn\u0259 v\u0259 daha y\u00fcks\u0259k qat\u0131lmaya apar\u0131r. Bu al\u0259tl\u0259ri q\u0259bul ed\u0259n \u015firk\u0259tl\u0259r tez-tez auditoriya m\u0259lumatlar\u0131na \u0259saslanan f\u0259rdi t\u0259klifl\u0259r say\u0259sind\u0259 25% konversiya d\u0259r\u0259c\u0259si yax\u015f\u0131la\u015fmas\u0131n\u0131 hesabat verirl\u0259r.<\/p>\n

Real vaxt performans\u0131 analizi AI elan optimizasiyas\u0131na nec\u0259 fayda verir?<\/h3>\n

Real vaxt performans\u0131 analizi kampaniya g\u00fccl\u00fc v\u0259 z\u0259if t\u0259r\u0259fl\u0259rini d\u0259rhal m\u00fc\u0259yy\u0259nl\u0259\u015fdirm\u0259y\u0259 imkan verir, tez t\u0259nziml\u0259m\u0259l\u0259r\u0259 yol a\u00e7\u0131r. AI elan optimizasiyas\u0131nda bu x\u00fcsusiy\u0259t canl\u0131 m\u0259lumatlardan istifad\u0259 ed\u0259r\u0259k h\u0259d\u0259fl\u0259m\u0259 v\u0259 takifl\u0259ri t\u0259kmill\u0259\u015fdirir, potensial olaraq ROAS-\u0131 20% art\u0131r\u0131r. O, israf olunan x\u0259rcl\u0259ri minimuma endirir v\u0259 pik qat\u0131lma d\u00f6vrl\u0259rind\u0259 f\u00fcrs\u0259tl\u0259ri maksimuma \u00e7atd\u0131r\u0131r.<\/p>\n

Generativ AI al\u0259tl\u0259rind\u0259 auditoriya seqmentasiyas\u0131 hans\u0131 rol oynay\u0131r?<\/h3>\n

Generativ AI al\u0259tl\u0259rind\u0259 auditoriya seqmentasiyas\u0131 istifad\u0259\u00e7il\u0259ri davran\u0131\u015f v\u0259 \u00fcst\u00fcnl\u00fckl\u0259r\u0259 \u0259sas\u0259n h\u0259d\u0259fl\u0259nmi\u015f qruplara b\u00f6l\u00fcr, d\u0259qiq elan \u00e7atd\u0131r\u0131lmas\u0131n\u0131 asanla\u015fd\u0131r\u0131r. Bu, uy\u011funlu\u011fu yax\u015f\u0131la\u015fd\u0131r\u0131r, seqmentasiya olunan kampaniyalar 35% daha y\u00fcks\u0259k CTR g\u00f6st\u0259rir. Al\u0259tl\u0259r h\u0259r seqment \u00fc\u00e7\u00fcn f\u0259rdi elanlar yarad\u0131r, \u00fcmumi konversiya d\u0259r\u0259c\u0259sini yax\u015f\u0131la\u015fd\u0131r\u0131r.<\/p>\n

Generativ AI reklamda konversiya d\u0259r\u0259c\u0259l\u0259rini nec\u0259 yax\u015f\u0131la\u015fd\u0131ra bil\u0259r?<\/h3>\n

Generativ AI funnel m\u00fcxt\u0259lif m\u0259rh\u0259l\u0259l\u0259rind\u0259 istifad\u0259\u00e7i niyy\u0259tini \u00fcnvanlayaraq dinamik elan m\u0259zmunu yaradaraq konversiya d\u0259r\u0259c\u0259l\u0259rini yax\u015f\u0131la\u015fd\u0131r\u0131r. Strategiyalar f\u0259rdi t\u0259klifl\u0259rl\u0259 yenid\u0259n h\u0259d\u0259fl\u0259m\u0259ni \u0259hat\u0259 edir, bu konversiyalar\u0131 40% art\u0131r\u0259 bil\u0259r. \u0130stifad\u0259\u00e7i yollar\u0131n\u0131 t\u0259hlil ed\u0259r\u0259k AI t\u0259klif olunan optimizasiyalar izl\u0259nm\u0259d\u0259n al\u0131\u015fa q\u0259d\u0259r s\u0259yah\u0259ti sad\u0259l\u0259\u015fdirir.<\/p>\n

AI al\u0259tl\u0259ri il\u0259 ROAS-\u0131 art\u0131rmaq \u00fc\u00e7\u00fcn \u0259sas strategiyalar hans\u0131lard\u0131r?<\/h3>\n

\u018fsas strategiyalar avtomatla\u015fd\u0131r\u0131lm\u0131\u015f taklif idar\u0259si v\u0259 kreativ testl\u0259m\u0259ni \u0259hat\u0259 edir, AI b\u00fcdc\u0259l\u0259ri y\u00fcks\u0259k performansa malik elementl\u0259r\u0259 b\u00f6lg\u0259l\u0259\u015fdirir. Auditoriya m\u0259lumatlar\u0131n\u0131 f\u0259rdi elanlar \u00fc\u00e7\u00fcn inteqrasiya etm\u0259k 2.5x ROAS art\u0131m\u0131 ver\u0259 bil\u0259r. M\u00fcnt\u0259z\u0259m performans\u0131 auditl\u0259r iterativ t\u0259kmill\u0259\u015fdirm\u0259l\u0259r vasit\u0259sil\u0259 davaml\u0131 qazanclar\u0131 t\u0259min edir.<\/p>\n

AI elan platformalar\u0131nda avtomatla\u015fd\u0131r\u0131lm\u0131\u015f b\u00fcdc\u0259 idar\u0259si nec\u0259 i\u015fl\u0259yir?<\/h3>\n

Avtomatla\u015fd\u0131r\u0131lm\u0131\u015f b\u00fcdc\u0259 idar\u0259si proqnozla\u015fd\u0131r\u0131lm\u0131\u015f ROI-y\u0259 \u0259sas\u0259n v\u0259saitl\u0259ri b\u00f6lg\u0259l\u0259\u015fdirm\u0259k \u00fc\u00e7\u00fcn AI alqoritml\u0259rind\u0259n istifad\u0259 edir, performans\u0131 metrikalar\u0131na real vaxtda uy\u011funla\u015f\u0131r. Bu, art\u0131q x\u0259rcl\u0259nm\u0259ni qar\u015f\u0131lamaqla v\u0259 konversiyalar \u00fc\u00e7\u00fcn optimalla\u015f\u0131r, x\u0259rcl\u0259ri 25% azald\u0131r. O, platformalarla inteqrasiya olaraq qaydalar\u0131 icra edir v\u0259 uy\u011funla\u015fma \u00f6yr\u0259nm\u0259sin\u0259 imkan verir.<\/p>\n

AI optimizasiya al\u0259tl\u0259rini qiym\u0259tl\u0259ndir\u0259rk\u0259n hans\u0131 metrikalar\u0131 izl\u0259m\u0259k laz\u0131md\u0131r?<\/h3>\n

\u018fsas metrikalar CTR, CPA, ROAS v\u0259 konversiya d\u0259r\u0259c\u0259l\u0259rini \u0259hat\u0259 edir. Al\u0259t effektivliyini qiym\u0259tl\u0259ndirm\u0259k \u00fc\u00e7\u00fcn real vaxt varyasiyalar\u0131 v\u0259 seqment-x\u00fcsusi performans\u0131 izl\u0259yin. M\u0259s\u0259l\u0259n, 15% CTR art\u0131m\u0131 g\u00fccl\u00fc AI elan optimizasiya qabiliyy\u0259tl\u0259rini g\u00f6st\u0259rir.<\/p>\n

Generativ AI al\u0259tl\u0259rini m\u00f6vcud elan platformalar\u0131 il\u0259 nec\u0259 inteqrasiya etm\u0259k olar?<\/h3>\n

\u0130nteqrasiya Google Ads kimi platformalarla API ba\u011flant\u0131lar\u0131 v\u0259 m\u0259lumat sinxronizasiyas\u0131n\u0131 \u0259hat\u0259 edir. Mane\u0259l\u0259rd\u0259n qa\u00e7maq \u00fc\u00e7\u00fcn pluq-end-pley x\u00fcsusiyy\u0259ti olan al\u0259tl\u0259ri se\u00e7in, auditoriya seqmentasiyas\u0131 v\u0259 analizi \u00fc\u00e7\u00fcn sorunsuz ax\u0131n\u0131 t\u0259min edin. Test m\u0259rh\u0259l\u0259l\u0259ri uy\u011funlu\u011fu v\u0259 performans\u0131 t\u0259sdiql\u0259yir.<\/p>\n

Generativ AI elan optimizasiya al\u0259tl\u0259ri il\u0259 ba\u011fl\u0131 x\u0259rcl\u0259r hans\u0131lard\u0131r?<\/h3>\n

X\u0259rcl\u0259r al\u0259t\u0259 g\u00f6r\u0259 d\u0259yi\u015fir, tez-tez istifad\u0259 s\u0259viyy\u0259l\u0259ri v\u0259 ya abun\u0259 modell\u0259rin\u0259 \u0259sas\u0259n, ayl\u0131q 500$-d\u0259n 10,000$-a q\u0259d\u0259r d\u0259yi\u015fir. Avtomatla\u015fd\u0131rmadan 30% x\u0259rc q\u0259na\u0259ti kimi ROI potensial\u0131n\u0131 n\u0259z\u0259r\u0259 al\u0131n ki, investisiyan\u0131 \u0259sasland\u0131r\u0131n. Pulsuz s\u0131naqlar t\u00f6hf\u0259 verm\u0259zd\u0259n \u0259vv\u0259l d\u0259y\u0259ri qiym\u0259tl\u0259ndirm\u0259y\u0259 k\u00f6m\u0259k edir.<\/p>\n

AI-d\u0259n reklam optimizasiyas\u0131 \u00fc\u00e7\u00fcn istifad\u0259 etm\u0259kd\u0259 etik narahatl\u0131qlar varm\u0131?<\/h3>\n

B\u0259li, narahatl\u0131qlar m\u0259lumat m\u0259xfiliyy\u0259ti v\u0259 h\u0259d\u0259fl\u0259m\u0259d\u0259 q\u0259r\u0259z daxildir. \u015e\u0259ffaf alqoritml\u0259r v\u0259 raz\u0131la\u015fma mexanizml\u0259ri kimi uy\u011funluq x\u00fcsusiyy\u0259ti olan al\u0259tl\u0259ri se\u00e7in. Etik istifad\u0259 etibar yarad\u0131r, t\u0259nziml\u0259yici riskl\u0259r olmadan uzunm\u00fcdd\u0259tli konversiya yax\u015f\u0131la\u015fmalar\u0131n\u0131 d\u0259st\u0259kl\u0259yir.<\/p>\n

Generativ AI al\u0259tl\u0259ri b\u00f6y\u00fck kampaniyalar \u00fc\u00e7\u00fcn n\u0259 d\u0259r\u0259c\u0259d\u0259 miqyaslana bil\u0259rl\u0259r?<\/h3>\n

Miqyaslana bil\u0259n al\u0259tl\u0259r y\u00fcks\u0259k m\u0259lumat h\u0259cml\u0259rini idar\u0259 edir, g\u00fcnd\u0259 milyonlarla t\u0259\u0259ss\u00fcrat\u0131 emal edir. Onlar multi-kanal idar\u0259sini d\u0259st\u0259kl\u0259yir, tutarl\u0131 optimizasiyan\u0131 t\u0259min edir. Ki\u00e7ikd\u0259n m\u00fc\u0259ssis\u0259 s\u0259viyy\u0259sin\u0259 miqyaslanan biznesl\u0259r proporsional s\u0259m\u0259r\u0259lilik qazanclar\u0131 g\u00f6r\u00fcrl\u0259r.<\/p>\n

Bu AI al\u0259tl\u0259rind\u0259n istifad\u0259 ed\u0259n komandalar \u00fc\u00e7\u00fcn hans\u0131 t\u0259lim laz\u0131md\u0131r?<\/h3>\n

Komandalar panel naviqasiyas\u0131, metrik t\u0259fsiri v\u0259 generativ x\u00fcsusiyy\u0259tl\u0259r \u00fc\u00e7\u00fcn AI prompt m\u00fch\u0259ndisliyi \u00fcz\u0259rind\u0259 t\u0259lim\u0259 ehtiyac duyur. \u018fks\u0259r al\u0259tl\u0259r d\u0259rslikl\u0259r t\u0259klif edir; h\u0259rt\u0259r\u0259fli proqramlar qura\u015fd\u0131rma vaxt\u0131n\u0131 50% azalda bil\u0259r v\u0259 q\u0259bulu g\u00fccl\u0259ndir\u0259 bil\u0259r.<\/p>\n

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

U\u011fur \u00f6l\u00e7\u00fcl\u0259<\/p>\n","protected":false},"excerpt":{"rendered":"

AI Reklam Optimizasiyas\u0131n\u0131n \u018fsaslar\u0131n\u0131 Anlamaq R\u0259q\u0259msal marketinqin inki\u015faf ed\u0259n land\u015faft\u0131nda AI reklam optimizasiyas\u0131 s\u0259m\u0259r\u0259lilik v\u0259 n\u0259tic\u0259l\u0259ri art\u0131rmaq \u00fc\u00e7\u00fcn \u0259sas da\u015fd\u0131r. Generativ AI al\u0259tl\u0259ri bu prosesi m\u00fcr\u0259kk\u0259b v\u0259zif\u0259l\u0259ri avtomatla\u015fd\u0131raraq, m\u0259zmun yarad\u0131lmas\u0131ndan performans\u0131 t\u0259nziml\u0259m\u0259y\u0259 q\u0259d\u0259r inqilab edir. Bu al\u0259tl\u0259r 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\u015f\u0131n\u0131 proqnozla\u015fd\u0131r\u0131r v\u0259 x\u00fcsusi elan variantlar\u0131n\u0131 yarad\u0131r. […]<\/p>\n","protected":false},"author":1,"featured_media":44064,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1204],"tags":[546],"class_list":["post-95967","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\/95967","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=95967"}],"version-history":[{"count":1,"href":"https:\/\/alienroad.com\/az\/wp-json\/wp\/v2\/posts\/95967\/revisions"}],"predecessor-version":[{"id":95970,"href":"https:\/\/alienroad.com\/az\/wp-json\/wp\/v2\/posts\/95967\/revisions\/95970"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/alienroad.com\/az\/wp-json\/wp\/v2\/media\/44064"}],"wp:attachment":[{"href":"https:\/\/alienroad.com\/az\/wp-json\/wp\/v2\/media?parent=95967"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/alienroad.com\/az\/wp-json\/wp\/v2\/categories?post=95967"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/alienroad.com\/az\/wp-json\/wp\/v2\/tags?post=95967"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}