{"id":102849,"date":"2026-03-25T13:59:25","date_gmt":"2026-03-25T13:59:25","guid":{"rendered":"https:\/\/alienroad.com\/uncategorized-az\/unlocking-the-power-of-ai-advertising-optimization-for-super-2\/"},"modified":"2026-04-06T00:02:25","modified_gmt":"2026-04-06T00:02:25","slug":"unlocking-the-power-of-ai-advertising-optimization-for-super-2","status":"publish","type":"post","link":"https:\/\/alienroad.com\/az\/ai-reklam-optimizasiyasi-az\/unlocking-the-power-of-ai-advertising-optimization-for-super-2\/","title":{"rendered":"AI Reklam Optimizasiyas\u0131n\u0131n G\u00fcc\u00fcn\u00fc A\u00e7maq: \u00dcst\u00fcn Kampaniya N\u0259tic\u0259l\u0259ri \u00dc\u00e7\u00fcn"},"content":{"rendered":"

AI-nin Reklamda Strategik \u00dcmumi Bax\u0131\u015f\u0131<\/h2>\n

R\u0259q\u0259msal marketinqin inki\u015faf ed\u0259n m\u0259nz\u0259r\u0259sind\u0259 AI reklam\u0131 transformasiya ed\u0259n bir q\u00fcvv\u0259 kimi qal\u0131r, biznesl\u0259r\u0259 misilsiz s\u0259viyy\u0259d\u0259 s\u0259m\u0259r\u0259lilik v\u0259 effektivlik \u0259ld\u0259 etm\u0259y\u0259 imkan verir. \u018fsasda AI reklam optimizasiyas\u0131 ma\u015f\u0131n \u00f6yr\u0259nm\u0259si alqoritml\u0259ri v\u0259 m\u0259lumat analitikas\u0131 vasit\u0259sil\u0259 reklam kampaniyalar\u0131n\u0131 dinamik \u015f\u0259kild\u0259 t\u0259kmill\u0259\u015fdirir, h\u0259r x\u0259rcl\u0259n\u0259n dollar\u0131n \u00f6l\u00e7\u00fcl\u0259 bil\u0259n g\u0259lirl\u0259r verdiyin\u0259 t\u0259min edir. Bu yana\u015fma \u0259n\u0259n\u0259vi \u00fcsullardan k\u0259narda gedir, hans\u0131 ki, tez-tez statik qaydalar v\u0259 \u0259l il\u0259 t\u0259nziml\u0259m\u0259l\u0259r\u0259 \u0259saslan\u0131r, real vaxtda d\u0259yi\u015f\u0259n bazar \u015f\u0259rtl\u0259rin\u0259 v\u0259 istehlak\u00e7\u0131 davran\u0131\u015flar\u0131na uy\u011funla\u015fan a\u011f\u0131ll\u0131 sisteml\u0259r\u0259 do\u011fru ir\u0259lil\u0259yir.<\/p>\n

Onlayn qar\u015f\u0131l\u0131ql\u0131 \u0259laq\u0259l\u0259rd\u0259n yaranan geni\u015f m\u0259lumat ax\u0131nlar\u0131n\u0131 n\u0259z\u0259r\u0259 al\u0131n: klikl\u0259r, bax\u0131\u015flar v\u0259 al\u0131\u015flar AI-nin insanlar\u0131 t\u0259r\u0259find\u0259n \u0259ld\u0259 edil\u0259 bilm\u0259y\u0259n s\u00fcr\u0259tl\u0259 emal etdiyi z\u0259ngin toxunuq yarad\u0131r. Proqnozla\u015fd\u0131rma modell\u0259rini inteqrasiya etm\u0259kl\u0259 AI d\u0259qiq h\u0259d\u0259fl\u0259m\u0259ni m\u0259lumatland\u0131ran n\u00fcmun\u0259l\u0259ri m\u00fc\u0259yy\u0259n edir, tullant\u0131n\u0131 azald\u0131r v\u0259 t\u0259sirini art\u0131r\u0131r. M\u0259s\u0259l\u0259n, AI istifad\u0259 ed\u0259n platformalar Gartner kimi m\u0259nb\u0259l\u0259rd\u0259n g\u0259l\u0259n s\u0259naye standartlar\u0131na g\u00f6r\u0259 klikl\u0259r ke\u00e7id nisb\u0259tind\u0259 20 faiz\u0259 q\u0259d\u0259r yax\u015f\u0131la\u015fma bildirmi\u015fdir. Bu optimizasiya yaln\u0131z g\u00f6r\u00fcnm\u0259yi g\u00fccl\u0259ndirmir, h\u0259m d\u0259 m\u00fc\u015ft\u0259ri il\u0259 daha d\u0259rin qar\u015f\u0131l\u0131ql\u0131 \u0259laq\u0259 yarad\u0131r, brendl\u0259ri r\u0259qab\u0259t m\u00fchitind\u0259 u\u011furlu etm\u0259k \u00fc\u00e7\u00fcn m\u00f6vqel\u0259\u015fdirir.<\/p>\n

Bundan \u0259lav\u0259, AI reklam optimizasiyas\u0131<\/a> reklam yor\u011funlu\u011fu v\u0259 par\u00e7alanm\u0131\u015f auditoriyalar kimi \u0259sas probleml\u0259ri h\u0259ll edir. Davaml\u0131 \u00f6yr\u0259nm\u0259 vasit\u0259sil\u0259 bu sisteml\u0259r yarad\u0131c\u0131 elementl\u0259ri v\u0259 \u00e7atd\u0131r\u0131lma kanallar\u0131n\u0131 t\u0259kmill\u0259\u015fdirir, uy\u011funluq v\u0259 vaxt\u0131nda olma\u011f\u0131 t\u0259min edir. AI idar\u0259 olunan strategiyalar\u0131 q\u0259bul ed\u0259n biznesl\u0259r tez s\u00fcr\u0259tl\u0259 inki\u015faf g\u00f6r\u00fcr, b\u0259zil\u0259ri \u00fcmumi kampaniya performans\u0131nda 15 il\u0259 25 faiz aral\u0131\u011f\u0131nda art\u0131m \u0259ld\u0259 edir. D\u0259rinl\u0259\u015fdikc\u0259, bu texnologiyan\u0131 m\u0259nims\u0259m\u0259yin ir\u0259li d\u00fc\u015f\u00fcn\u0259n marketinq\u00e7il\u0259r \u00fc\u00e7\u00fcn uzunm\u00fcdd\u0259tli u\u011fur saxlamaq \u00fc\u00e7\u00fcn vacib oldu\u011fu ayd\u0131nla\u015f\u0131r.<\/p>\n

AI Reklam Optimizasiyas\u0131n\u0131n \u018fsas Prinsipl\u0259ri<\/h2>\n

AI reklam optimizasiyas\u0131<\/a> m\u0259lumat inteqrasiyas\u0131 v\u0259 alqoritmik d\u0259qiqlik \u0259traf\u0131nda f\u0131rlanan \u0259sas elementl\u0259rinin m\u00f6hk\u0259m anla\u015f\u0131lmas\u0131 il\u0259 ba\u015flay\u0131r. Bu proses sosial media, axtar\u0131\u015f m\u00fch\u0259rrikl\u0259ri v\u0259 CRM sisteml\u0259ri d\u0259 d\u0259 \u015famil olan \u00e7oxsayl\u0131 m\u0259nb\u0259l\u0259rd\u0259n geni\u015f m\u0259lumat d\u0259stl\u0259rini istifad\u0259 etm\u0259yi \u0259hat\u0259 edir, kampaniya performans\u0131n\u0131n birl\u0259\u015fmi\u015f g\u00f6r\u00fcn\u00fc\u015f\u00fcn\u00fc yarad\u0131r.<\/p>\n

Praktikada AI Reklam Optimizasiyas\u0131n\u0131n T\u0259rifi<\/h3>\n

AI reklam optimizasiyas\u0131<\/a> s\u00fcni intellekt istifad\u0259 ed\u0259r\u0259k reklam s\u0259yl\u0259rinin avtomatla\u015fd\u0131r\u0131lm\u0131\u015f t\u0259kmill\u0259\u015fdirilm\u0259sini n\u0259z\u0259rd\u0259 tutur, \u0259hat\u0259 v\u0259 qar\u015f\u0131l\u0131ql\u0131 \u0259laq\u0259 kimi n\u0259tic\u0259l\u0259ri maksimuma \u00e7atd\u0131rmaq \u00fc\u00e7\u00fcn. Konvensional optimizasiyadan f\u0259rqli olaraq, hans\u0131 ki, h\u0259ft\u0259l\u0259rl\u0259 test t\u0259l\u0259b ed\u0259 bil\u0259r, AI tarixi m\u0259lumatlar\u0131 t\u0259hlil ed\u0259r\u0259k v\u0259 g\u0259l\u0259c\u0259k trendl\u0259ri proqnozla\u015fd\u0131raraq saatlar \u0259rzind\u0259 n\u0259tic\u0259l\u0259r \u0259ld\u0259 edir. M\u0259s\u0259l\u0259n, Google Ads-in ma\u015f\u0131n \u00f6yr\u0259nm\u0259si x\u00fcsusiyy\u0259tl\u0259ri konversiya m\u0259qs\u0259dl\u0259rin\u0259 uy\u011fun olaraq taklifl\u0259ri avtomatik t\u0259nziml\u0259yir, tez-tez 10 il\u0259 15 faiz aral\u0131\u011f\u0131nda s\u0259m\u0259r\u0259lilik art\u0131m\u0131 n\u0259tic\u0259sind\u0259.<\/p>\n

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

Bunun m\u0259rk\u0259zind\u0259 neyron \u015f\u0259b\u0259k\u0259l\u0259ri v\u0259 t\u0259bii dil emal\u0131 kimi texnologiyalar yer al\u0131r, hans\u0131 ki, AI-y\u0259 istifad\u0259\u00e7i niyy\u0259tini \u015f\u0259rh etm\u0259y\u0259 v\u0259 reklam m\u0259tnini buna uy\u011fun optimalla\u015fd\u0131rma\u011fa imkan verir. Bu sisteml\u0259r h\u0259m\u00e7inin canl\u0131 kampaniyalardan g\u0259l\u0259n r\u0259y b\u00fckl\u0259ri \u0259sas\u0131nda iterativ olaraq t\u0259kmill\u0259\u015f\u0259n g\u00fccl\u0259ndirm\u0259 \u00f6yr\u0259nm\u0259sini daxil edir, davaml\u0131 t\u0259kmill\u0259\u015fdirm\u0259ni t\u0259min edir.<\/p>\n

Real Vaxt Performans T\u0259hlilind\u0259n \u0130stifad\u0259 Etm\u0259k<\/h2>\n

Real vaxt performans t\u0259hlili AI reklam optimizasiyas\u0131n\u0131n da\u015f k\u00f6\u015f\u0259sini t\u0259\u015fkil edir, marketinq\u00e7il\u0259r\u0259 kampaniyalar\u0131 an\u0131nda izl\u0259m\u0259y\u0259 v\u0259 t\u0259nziml\u0259m\u0259y\u0259 imkan verir. Bu qabiliyy\u0259t topdan emal\u0131n xas olan gecikm\u0259l\u0259rini aradan qald\u0131r\u0131r, d\u0259rhal t\u0259kmill\u0259\u015fdirm\u0259l\u0259ri idar\u0259 ed\u0259n praktik m\u0259lumatlar t\u0259qdim edir.<\/p>\n

Real Vaxt Analitik Al\u0259tl\u0259rinin T\u0259tbiqi<\/h3>\n

Real vaxt performans t\u0259hlilini t\u0259tbiq etm\u0259k \u00fc\u00e7\u00fcn biznesl\u0259r g\u00f6st\u0259ricil\u0259ri, qar\u015f\u0131l\u0131ql\u0131 \u0259laq\u0259 nisb\u0259tl\u0259rini v\u0259 tullanma nisb\u0259tl\u0259rini ba\u015f ver\u0259rk\u0259n izl\u0259y\u0259n AI platformalar\u0131n\u0131 inteqrasiya edir. M\u0259s\u0259l\u0259n, AI il\u0259 qurulan panel\u0259r z\u0259if performans g\u00f6st\u0259r\u0259n reklamlar\u0131 d\u0259qiq\u0259l\u0259r \u0259rzind\u0259 i\u015far\u0259l\u0259y\u0259 bilir, cari m\u0259lumat trendl\u0259rin\u0259 \u0259sas\u0259n alternativl\u0259r t\u0259klif edir. Adobe-nin Sensei-si AI-d\u0259n istifad\u0259 ed\u0259r\u0259k canl\u0131 vizualizasiyalar t\u0259qdim edir, komandalar\u0131n anomaliyalara tez cavab verm\u0259sin\u0259 k\u00f6m\u0259k edir.<\/p>\n

Kampaniya \u00c7evikliyi \u00dc\u00e7\u00fcn Faydalar<\/h3>\n

Real vaxt t\u0259hlilind\u0259n \u0259ld\u0259 olunan \u00e7eviklik daha y\u00fcks\u0259k reaksiya qabiliyy\u0259tin\u0259 \u00e7evrilir, t\u0259dqiqatlar g\u00f6st\u0259rir ki, AI il\u0259 aktivl\u0259\u015fdirilmi\u015f monitorinq qazanma x\u0259rcl\u0259rini 30 faiz\u0259 q\u0259d\u0259r azalda bil\u0259r. Qazanan n\u00fcmun\u0259l\u0259ri erk\u0259n m\u00fc\u0259yy\u0259n etm\u0259kl\u0259, marketinq\u00e7il\u0259r u\u011furlu elementl\u0259ri miqyasland\u0131raraq, effektiv olmayanlar\u0131 dayand\u0131ra bil\u0259r, resurs b\u00f6lg\u00fcs\u00fcn\u00fc dinamik \u015f\u0259kild\u0259 optimalla\u015fd\u0131r\u0131r.<\/p>\n

AI il\u0259 Auditoriya Seqmentasiyas\u0131n\u0131 G\u00fccl\u0259ndirm\u0259k<\/h2>\n

AI il\u0259 y\u00fcks\u0259ldilmi\u015f auditoriya seqmentasiyas\u0131 \u015f\u0259xsi s\u0259viyy\u0259d\u0259 rezonans yaradan hiper-h\u0259d\u0259fl\u0259nmi\u015f reklamlara imkan verir. AI reklam optimizasiyas\u0131<\/a> burada davran\u0131\u015fsal, demografik v\u0259 psixografik m\u0259lumatlar\u0131 emal ed\u0259r\u0259k inc\u0259 seqmentl\u0259r yaratmaqla \u00fcst\u00fcnl\u00fck t\u0259\u015fkil edir.<\/p>\n

Seqmentasiya \u00dc\u00e7\u00fcn AI \u0130dar\u0259li M\u0259lumat Emal\u0131<\/h3>\n

AI auditoriya m\u0259lumatlar\u0131n\u0131 klasterl\u0259\u015fdirm\u0259 alqoritml\u0259ri vasit\u0259sil\u0259 emal edir, ox\u015far x\u00fcsusiyy\u0259tl\u0259r\u0259 malik istifad\u0259\u00e7il\u0259ri qrupla\u015fd\u0131raraq f\u0259rdil\u0259\u015fdirilmi\u015f reklam \u00e7atd\u0131r\u0131lmas\u0131n\u0131 t\u0259min edir. Bu, ke\u00e7mi\u015f al\u0131\u015flara \u0259sas\u0259n m\u0259hsul t\u00f6vsiy\u0259l\u0259ri kimi f\u0259rdil\u0259\u015fdirilmi\u015f reklam t\u0259klifl\u0259ri n\u0259tic\u0259sind\u0259 uy\u011funluq bal\u0131n\u0131 \u0259h\u0259miyy\u0259tli d\u0259r\u0259c\u0259d\u0259 art\u0131r\u0131r. Facebook-un AI al\u0259tl\u0259ri kimi platformalar auditoriyalar\u0131 mikro-qruplara b\u00f6l\u00fcr, h\u0259d\u0259fl\u0259nmi\u015f \u0259hat\u0259d\u0259 25 faiz t\u0259r\u0259find\u0259n reklam d\u0259qiqliyini yax\u015f\u0131la\u015fd\u0131r\u0131r.<\/p>\n

Seqmentasiya Effektivliyinin \u00d6l\u00e7\u00fclm\u0259si<\/h3>\n

Effektivlik auditoriya qatlanmas\u0131 v\u0259 qar\u015f\u0131l\u0131ql\u0131 \u0259laq\u0259 art\u0131m\u0131 kimi g\u00f6st\u0259ricil\u0259r vasit\u0259sil\u0259 \u00f6l\u00e7\u00fcl\u00fcr. Konkret m\u0259lumatlar g\u00f6st\u0259rir ki, AI seqmentl\u0259\u015fdirilmi\u015f kampaniyalar geni\u015f h\u0259d\u0259fl\u0259m\u0259y\u0259 nisb\u0259t\u0259n e-po\u00e7t reklamlar\u0131nda 40 faiz daha y\u00fcks\u0259k a\u00e7\u0131lma nisb\u0259tl\u0259ri \u0259ld\u0259 edir, bu yana\u015fman\u0131n loyall\u0131\u011f\u0131 g\u00fccl\u0259ndirm\u0259kd\u0259 d\u0259y\u0259rini vur\u011fulay\u0131r.<\/p>\n

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

Konversiya nisb\u0259ti yax\u015f\u0131la\u015fd\u0131rmas\u0131 AI reklam optimizasiyas\u0131n\u0131n \u0259sas m\u0259qs\u0259didir, AI burada s\u00fcrtm\u0259 n\u00f6qt\u0259l\u0259rini m\u00fc\u0259yy\u0259n edir v\u0259 istifad\u0259\u00e7il\u0259ri h\u0259r\u0259k\u0259t\u0259 y\u00f6n\u0259ltm\u0259k \u00fc\u00e7\u00fcn t\u0259kmill\u0259\u015fdirm\u0259l\u0259r t\u00f6vsiy\u0259 edir. Bu, istifad\u0259\u00e7i s\u0259yah\u0259tl\u0259rini proqnozla\u015fd\u0131rmaq v\u0259 toxunuq n\u00f6qt\u0259l\u0259rini optimalla\u015fd\u0131rmaq \u00fc\u00e7\u00fcn proqnoz analitikas\u0131 \u0259hat\u0259 edir.<\/p>\n

Daha Y\u00fcks\u0259k Konversiyalar \u00dc\u00e7\u00fcn F\u0259rdil\u0259\u015fdirm\u0259 Texnikalar\u0131<\/h3>\n

AI dinamik f\u0259rdil\u0259\u015fdirm\u0259 vasit\u0259sil\u0259 konversiyalar\u0131 g\u00fccl\u0259ndirir, m\u0259s\u0259l\u0259n, istifad\u0259\u00e7i yerl\u0259\u015fm\u0259sin\u0259 v\u0259 cihaz\u0131na \u0259sas\u0259n reklam yarad\u0131c\u0131lar\u0131n\u0131 real vaxtda t\u0259nziml\u0259yir. M\u0259s\u0259l\u0259n, AI f\u0259rdil\u0259\u015fdirm\u0259sind\u0259n istifad\u0259 ed\u0259n e-ticar\u0259t brendl\u0259ri konversiya nisb\u0259tl\u0259rinin 15 il\u0259 20 faiz aral\u0131\u011f\u0131nda artd\u0131\u011f\u0131n\u0131 g\u00f6r\u00fcr, \u00e7\u00fcnki reklamlar f\u0259rdi \u00fcst\u00fcnl\u00fckl\u0259r\u0259 uy\u011funla\u015fd\u0131r\u0131lm\u0131\u015f elementl\u0259ri t\u0259qdim edir. Strategiyalar AI t\u0259r\u0259find\u0259n avtomatla\u015fd\u0131r\u0131lm\u0131\u015f A\/B testl\u0259rini daxil edir, mesajla\u015fd\u0131rman\u0131 t\u0259kmill\u0259\u015fdir\u0259r\u0259k klik-al\u0131\u015f funnellar\u0131n\u0131 g\u00fccl\u0259ndirir.<\/p>\n

AI M\u0259lumatlar\u0131 il\u0259 ROAS-\u0131n Art\u0131r\u0131lmas\u0131<\/h3>\n

Reklam x\u0259rcl\u0259ri qaytar\u0131m\u0131n\u0131 (ROAS) art\u0131rmaq \u00fc\u00e7\u00fcn AI multi-kanal qar\u015f\u0131l\u0131ql\u0131 \u0259laq\u0259l\u0259rd\u0259 d\u0259y\u0259ri aid etm\u0259 modell\u0259rini t\u0259hlil edir. Praktik strategiya ox\u015far auditoriyalar\u0131 istifad\u0259 etm\u0259kdir, AI burada \u0259hat\u0259ni ox\u015far profill\u0259r\u0259 geni\u015fl\u0259ndirir, 35 faiz\u0259 q\u0259d\u0259r ROAS art\u0131m\u0131 verir. Nielsen hesabatlar\u0131ndan konkret g\u00f6st\u0259ricil\u0259r AI idar\u0259li yenid\u0259n h\u0259d\u0259fl\u0259m\u0259nin t\u0259rk edilmi\u015f s\u0259b\u0259tl\u0259rin 10 il\u0259 15 faizini b\u0259rpa etdiyini vur\u011fulay\u0131r, birba\u015fa g\u0259lir\u0259 t\u0259sir edir.<\/p>\n\n\n\n\n\n\n\n
Strategiya<\/th>\n G\u00f6zl\u0259nil\u0259n ROAS Yax\u015f\u0131la\u015fmas\u0131<\/th>\nMisal G\u00f6st\u0259ricil\u0259r<\/th>\n<\/tr>\n<\/thead>\n
Ox\u015far Auditoriyalar<\/td>\n35%-\u0259 q\u0259d\u0259r<\/td>\nMinimal x\u0259rc art\u0131m\u0131 il\u0259 50% geni\u015fl\u0259ndirilmi\u015f \u0259hat\u0259<\/td>\n<\/tr>\n
Dinamik Yenid\u0259n H\u0259d\u0259fl\u0259m\u0259<\/td>\n20-25%<\/td>\n15% s\u0259b\u0259t b\u0259rpa nisb\u0259ti<\/td>\n<\/tr>\n
F\u0259rdil\u0259\u015fdirilmi\u015f Yarad\u0131c\u0131lar<\/td>\n15%<\/td>\nY\u00fcks\u0259k niyy\u0259t seqmentl\u0259rind\u0259 konversiya art\u0131m\u0131<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

AI Kampaniyalar\u0131nda Avtomatla\u015fd\u0131r\u0131lm\u0131\u015f B\u00fcdc\u0259 \u0130dar\u0259si<\/h2>\n

Avtomatla\u015fd\u0131r\u0131lm\u0131\u015f b\u00fcdc\u0259 idar\u0259si AI reklam optimizasiyas\u0131n\u0131 sad\u0259l\u0259\u015fdirir, resurslar\u0131 kanallar aras\u0131nda optimal istifad\u0259 etm\u0259k \u00fc\u00e7\u00fcn performans proqnozlar\u0131na \u0259sas\u0259n v\u0259saitl\u0259ri b\u00f6lg\u0259 verir.<\/p>\n

A\u011f\u0131ll\u0131 B\u00f6lg\u0259 Verm\u0259 Alqoritml\u0259ri<\/h3>\n

AI alqoritml\u0259ri ROI-ni real vaxtda qiym\u0259tl\u0259ndirir, b\u00fcdc\u0259l\u0259ri z\u0259if performans g\u00f6st\u0259r\u0259nl\u0259rd\u0259n y\u00fcks\u0259k potensial sah\u0259l\u0259r\u0259 k\u00f6\u00e7\u00fcr\u00fcr. Bu avtomatla\u015fd\u0131rma art\u0131q x\u0259rcl\u0259nm\u0259ni qar\u015f\u0131lad\u0131r, Amazon-un DSP kimi al\u0259tl\u0259r h\u0259d\u0259f ROAS-\u0131 saxlamaq \u00fc\u00e7\u00fcn taklifl\u0259ri avtomatik t\u0259nziml\u0259yir, tez-tez x\u0259rcl\u0259ri sabitl\u0259\u015fdir\u0259r\u0259k \u00e7\u0131x\u0131\u015f\u0131 18 faiz art\u0131r\u0131r.<\/p>\n

Avtomatla\u015fd\u0131rma Vasit\u0259sil\u0259 Risk Azald\u0131lmas\u0131<\/h3>\n

Ssenaril\u0259ri simulyasiya etm\u0259kl\u0259 AI bazar oyanq\u0131l\u0131qlar\u0131 kimi riskl\u0259ri azald\u0131r, konservativ v\u0259 ya aqressiv x\u0259rcl\u0259m\u0259ni m\u0259lumatland\u0131ran proqnozlar t\u0259qdim edir. Biznesl\u0259r 25 faiz tullant\u0131 reklam x\u0259rcl\u0259rinin azald\u0131\u011f\u0131n\u0131 bildirmi\u015fdir, bu, proporsional b\u00fcdc\u0259 art\u0131m\u0131 olmadan miqyasl\u0131 inki\u015faf\u0131 m\u00fcmk\u00fcn edir.<\/p>\n

AI Reklam Optimizasiyas\u0131n\u0131n G\u0259l\u0259c\u0259yini X\u0259rit\u0259l\u0259m\u0259k<\/h2>\n

AI inki\u015faf etdikc\u0259, reklam optimizasiyas\u0131ndak\u0131 rolu proqnozla\u015fd\u0131rma v\u0259 yarad\u0131c\u0131 sah\u0259l\u0259r\u0259 geni\u015fl\u0259n\u0259c\u0259k, daha b\u00f6y\u00fck strategik \u00fcst\u00fcnl\u00fckl\u0259r t\u0259klif ed\u0259c\u0259k. Yaranan trendl\u0259r m\u0259tn, \u015f\u0259kil v\u0259 video analitikas\u0131 inteqrasiya ed\u0259n multimodal AI-ni daxil edir, b\u00fct\u00fcn kampaniya or\u043a\u0435\u0441\u0442rl\u0259\u015fm\u0259si \u00fc\u00e7\u00fcn, f\u0259rdil\u0259\u015fdirm\u0259 v\u0259 s\u0259m\u0259r\u0259lilikd\u0259 daha da t\u0259kmill\u0259\u015fdirm\u0259l\u0259r v\u0259d edir.<\/p>\n

\u0130lerid\u0259, \u015eeyl\u0259rin \u0130nterneti kimi yaranan texnologiyalarla inteqrasiya kontekst\u0259 h\u0259ssas reklam\u0131 m\u00fcmk\u00fcn ed\u0259c\u0259k, reklamlar real vaxtda \u0259traf m\u00fchit faktorlar\u0131na cavab ver\u0259c\u0259k. Bu ir\u0259lil\u0259yi\u015fl\u0259r\u0259 indi investisiya ed\u0259n marketinq\u00e7il\u0259r r\u0259qab\u0259t \u00fcst\u00fcnl\u00fcy\u00fc qazanacaq, McKinsey proqnozlar\u0131na g\u00f6r\u0259 AI 2030-cu il\u0259 q\u0259d\u0259r qlobal reklam bazar\u0131na optimalla\u015fd\u0131r\u0131lm\u0131\u015f \u0259m\u0259liyyatlar vasit\u0259sil\u0259 illik 4,4 trilyon dollar \u0259lav\u0259 ed\u0259 bil\u0259r.<\/p>\n

Bu dinamik sah\u0259d\u0259 Alien Road \u0259sas konsaltinq \u015firk\u0259ti kimi ortaya \u00e7\u0131x\u0131r, biznesl\u0259ri AI reklam optimizasiyas\u0131n\u0131 m\u0259nims\u0259m\u0259y\u0259 yol g\u00f6st\u0259rir, konkret n\u0259tic\u0259l\u0259r ver\u0259n f\u0259rdil\u0259\u015fdirilmi\u015f strategiyalarla. Real vaxt performans t\u0259hlili, auditoriya seqmentasiyas\u0131 v\u0259 avtomatla\u015fd\u0131r\u0131lm\u0131\u015f b\u00fcdc\u0259 idar\u0259sind\u0259 bizim ekspertizimiz kampaniyalar\u0131n\u0131z\u0131n pik performans\u0131n\u0131 t\u0259min edir. Reklam s\u0259yl\u0259rinizi y\u00fcks\u0259ltm\u0259k \u00fc\u00e7\u00fcn Alien Road il\u0259 \u0259laq\u0259 saxlay\u0131n, h\u0259rt\u0259r\u0259fli strategik konsaltinq \u00fc\u00e7\u00fcn v\u0259 AI idar\u0259li inki\u015faf\u0131n tam potensial\u0131n\u0131 a\u00e7\u0131n.<\/p>\n

Reklamda AI Haqq\u0131nda Tez-Tez Veril\u0259n Suallar<\/h2>\n

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

AI reklam optimizasiyas\u0131 s\u00fcni intellekt texnologiyalar\u0131ndan istifad\u0259 ed\u0259r\u0259k reklam kampaniya performans\u0131n\u0131 g\u00fccl\u0259ndirm\u0259kdir, t\u0259nziml\u0259m\u0259l\u0259ri avtomatla\u015fd\u0131r\u0131r, m\u0259lumatlar\u0131 real vaxtda t\u0259hlil edir v\u0259 m\u0259zmunu f\u0259rdil\u0259\u015fdirir. Bu proses ma\u015f\u0131n \u00f6yr\u0259nm\u0259sind\u0259n istifad\u0259 ed\u0259r\u0259k istifad\u0259\u00e7i davran\u0131\u015f\u0131n\u0131 proqnozla\u015fd\u0131r\u0131r v\u0259 resurslar\u0131 s\u0259m\u0259r\u0259li b\u00f6lg\u0259 verir, klikl\u0259r ke\u00e7id nisb\u0259tl\u0259ri v\u0259 konversiyalar kimi g\u00f6st\u0259ricil\u0259ri yax\u015f\u0131la\u015fd\u0131r\u0131r. Biznesl\u0259r \u00fc\u00e7\u00fcn bu, az \u0259l m\u00fcdaxil\u0259si il\u0259 daha y\u00fcks\u0259k ROI \u0259ld\u0259 etm\u0259k dem\u0259kdir, \u00e7\u00fcnki AI canl\u0131 r\u0259yl\u0259r\u0259 \u0259sas\u0259n strategiyalar\u0131 davaml\u0131 t\u0259kmill\u0259\u015fdirir.<\/p>\n

AI reklam optimizasiyas\u0131 \u0259n\u0259n\u0259vi \u00fcsullardan nec\u0259 f\u0259rql\u0259nir?<\/h3>\n

\u018fn\u0259n\u0259vi reklam optimizasiyas\u0131ndan f\u0259rqli olaraq, hans\u0131 ki, \u0259vv\u0259lc\u0259d\u0259n m\u00fc\u0259yy\u0259n edilmi\u015f qaydalara v\u0259 davri \u0259l il\u0259 yoxlamalara \u0259saslan\u0131r, AI reklam optimizasiyas\u0131 dinamik f\u0259aliyy\u0259t g\u00f6st\u0259rir, geni\u015f m\u0259lumat d\u0259stl\u0259rini emal ed\u0259r\u0259k an\u0131nda q\u0259rarlar q\u0259bul edir. \u018fn\u0259n\u0259vi yana\u015fmalar trendl\u0259ri m\u00fc\u0259yy\u0259n etm\u0259k \u00fc\u00e7\u00fcn g\u00fcnl\u0259r ala bil\u0259r, AI is\u0259 saniy\u0259l\u0259r \u0259rzind\u0259 m\u0259lumatlar t\u0259qdim edir, 20 il\u0259 30 faiz daha yax\u015f\u0131 s\u0259m\u0259r\u0259lilik\u0259 s\u0259b\u0259b olur. Bu d\u0259yi\u015fiklik reaksion d\u00fcz\u0259li\u015fl\u0259r \u0259v\u0259zin\u0259 proaktiv t\u0259nziml\u0259m\u0259l\u0259r\u0259 imkan verir, kampaniya idar\u0259sini transformasiya edir.<\/p>\n

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

AI reklam\u0131nda real vaxt performans t\u0259hlili qar\u015f\u0131l\u0131ql\u0131 \u0259laq\u0259 v\u0259 konversiyalar kimi \u0259sas g\u00f6st\u0259ricil\u0259ri ba\u015f ver\u0259rk\u0259n izl\u0259m\u0259yi \u0259hat\u0259 edir, d\u0259rhal optimizasiyalara imkan verir. AI al\u0259tl\u0259ri klik nisb\u0259tl\u0259rinin azalmas\u0131 kimi probleml\u0259ri i\u015far\u0259l\u0259yir v\u0259 taklif t\u0259nziml\u0259m\u0259l\u0259ri v\u0259 ya yarad\u0131c\u0131 d\u0259yi\u015fiklikl\u0259ri kimi h\u0259ll\u0259r t\u0259klif edir. Bu qabiliyy\u0259t reklam x\u0259rci tullant\u0131s\u0131n\u0131 25 faiz\u0259 q\u0259d\u0259r azald\u0131r, kampaniyalar\u0131n d\u0259yi\u015fk\u0259n \u015f\u0259rtl\u0259rd\u0259 \u00e7evik v\u0259 effektiv qalmas\u0131n\u0131 t\u0259min edir.<\/p>\n

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

AI auditoriya seqmentasiyas\u0131n\u0131 davran\u0131\u015fsal v\u0259 kontekstual m\u0259lumatlar\u0131 t\u0259hlil ed\u0259r\u0259k d\u0259qiq istifad\u0259\u00e7i qruplar\u0131 yaratmaqla yax\u015f\u0131la\u015fd\u0131r\u0131r, \u0259sas demografiyadan uzaqda. Klasterl\u0259\u015fdirm\u0259 alqoritml\u0259rind\u0259n istifad\u0259 ed\u0259r\u0259k inc\u0259 n\u00fcmun\u0259l\u0259ri, m\u0259s\u0259l\u0259n, al\u0131\u015f niyy\u0259t siqnallar\u0131n\u0131 m\u00fc\u0259yy\u0259n edir, reklamlar\u0131 buna uy\u011fun f\u0259rdil\u0259\u015fdirir. Bu, uy\u011funlu\u011fu art\u0131ran f\u0259rdil\u0259\u015fdirilmi\u015f t\u0259klifl\u0259r n\u0259tic\u0259sind\u0259 seqmentl\u0259\u015fdirilmi\u015f kampaniyalar \u00fc\u00e7\u00fcn 40 faiz qar\u015f\u0131l\u0131ql\u0131 \u0259laq\u0259 art\u0131m\u0131 g\u00f6st\u0259rir, \u00fcmumi olanlara nisb\u0259t\u0259n.<\/p>\n

AI konversiya nisb\u0259ti yax\u015f\u0131la\u015fd\u0131rmas\u0131 \u00fc\u00e7\u00fcn hans\u0131 strategiyalardan istifad\u0259 edir?<\/h3>\n

AI istifad\u0259\u00e7i yollar\u0131n\u0131 proqnozla\u015fd\u0131rmaq v\u0259 reklam elementl\u0259rini daha y\u00fcks\u0259k konversiyalar \u00fc\u00e7\u00fcn optimalla\u015fd\u0131rmaq \u00fc\u00e7\u00fcn proqnoz modell\u0259\u015fdirm\u0259 kimi strategiyalardan istifad\u0259 edir. Uzaqla\u015fmalar\u0131 avtomatik test edir v\u0259 y\u00fcks\u0259k performansl\u0131 yarad\u0131c\u0131lar\u0131 prioritetl\u0259\u015fdirir, yenid\u0259n h\u0259d\u0259fl\u0259m\u0259 maraql\u0131 istifad\u0259\u00e7il\u0259rl\u0259 izl\u0259m\u0259 t\u0259min edir. Konkret n\u00fcmun\u0259l\u0259r dinamik qiym\u0259t reklamlar\u0131n\u0131 daxil edir ki, konversiyalar\u0131 15 faiz art\u0131r\u0131r, h\u0259d\u0259fl\u0259nmi\u015f m\u00fcdaxil\u0259l\u0259r vasit\u0259sil\u0259 ROAS-\u0131 yax\u015f\u0131la\u015fd\u0131r\u0131r.<\/p>\n

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

AI il\u0259 avtomatla\u015fd\u0131r\u0131lm\u0131\u015f b\u00fcdc\u0259 idar\u0259si proqnozla\u015fd\u0131r\u0131lm\u0131\u015f performansa \u0259sas\u0259n v\u0259saitl\u0259ri b\u00f6lg\u0259 ver\u0259n alqoritml\u0259ri \u0259hat\u0259 edir, qaytar\u0131m\u0131 maksimuma \u00e7atd\u0131rmaq \u00fc\u00e7\u00fcn b\u00f6lg\u0259l\u0259ri d\u0259yi\u015fdirir. M\u0259s\u0259l\u0259n, bir kanal z\u0259if performans g\u00f6st\u0259r\u0259rs\u0259, AI insan m\u00fcdaxil\u0259si olmadan daha g\u00fccl\u00fc olanlara yenid\u0259n b\u00f6lg\u0259 verir, ROAS h\u0259d\u0259fl\u0259rini saxlay\u0131r. Bu, m\u00fcxt\u0259lif kampaniyalarda 18 il\u0259 25 faiz x\u0259rc q\u0259na\u0259ti n\u0259tic\u0259sind\u0259, proporsional b\u00fcdc\u0259 art\u0131m\u0131 olmadan miqyasl\u0131 reklam\u0131 m\u00fcmk\u00fcn edir.<\/p>\n

Niy\u0259 AI f\u0259rdil\u0259\u015fdirilmi\u015f reklam t\u0259klifl\u0259ri \u00fc\u00e7\u00fcn vacibdir?<\/h3>\n

AI f\u0259rdil\u0259\u015fdirilmi\u015f reklam t\u0259klifl\u0259ri \u00fc\u00e7\u00fcn vacibdir, \u00e7\u00fcnki f\u0259rdi istifad\u0259\u00e7i m\u0259lumatlar\u0131n\u0131 emal ed\u0259r\u0259k uy\u011fun m\u0259zmun t\u00f6vsiy\u0259 edir, istifad\u0259\u00e7i t\u0259cr\u00fcb\u0259sini v\u0259 etimad\u0131 g\u00fccl\u0259ndirir. Ke\u00e7mi\u015f qar\u015f\u0131l\u0131ql\u0131 \u0259laq\u0259l\u0259ri t\u0259hlil ed\u0259r\u0259k \u00fcst\u00fcnl\u00fckl\u0259r\u0259 uy\u011fun reklamlar yarad\u0131r, daha y\u00fcks\u0259k klik nisb\u0259tl\u0259ri v\u0259 loyall\u0131q n\u0259tic\u0259sind\u0259. Bu yana\u015fmadan istifad\u0259 ed\u0259n brendl\u0259r 20 faiz konversiya art\u0131m\u0131 bildirmi\u015fdir, \u00e7\u00fcnki f\u0259rdil\u0259\u015fdirm\u0259 reklamlar\u0131 intuitiv edir, invaziv deyil.<\/p>\n

AI optimalla\u015fd\u0131r\u0131lm\u0131\u015f kampaniyalarda hans\u0131 g\u00f6st\u0259ricil\u0259r izl\u0259nilm\u0259lidir?<\/h3>\n

AI optimalla\u015fd\u0131r\u0131lm\u0131\u015f kampaniyalarda \u0259sas g\u00f6st\u0259ricil\u0259r ROAS, konversiya nisb\u0259tl\u0259ri, CTR v\u0259 qazanma x\u0259rci dem\u0259kdir. AI al\u0259tl\u0259ri bunlar\u0131 real vaxtda izl\u0259yir, 30 faiz ROAS yax\u015f\u0131la\u015fmas\u0131 kimi h\u0259d\u0259fl\u0259r t\u0259qdim edir. \u018flav\u0259 olaraq, q\u00fcvv\u0259 intensivliyi v\u0259 cihazlar aras\u0131 aid etm\u0259 d\u0259rin m\u0259lumatlar verir, strategiyalar\u0131 davaml\u0131 performans \u00fc\u00e7\u00fcn t\u0259kmill\u0259\u015fdirm\u0259y\u0259 k\u00f6m\u0259k edir.<\/p>\n

AI reklamda ROAS-\u0131 nec\u0259 art\u0131r\u0131r?<\/h3>\n

AI ROAS-\u0131 h\u0259d\u0259fl\u0259m\u0259d\u0259n taklifl\u0259m\u0259y\u0259 q\u0259d\u0259r funneld\u0259 h\u0259r m\u0259rh\u0259l\u0259ni optimalla\u015fd\u0131raraq art\u0131r\u0131r, x\u0259rcl\u0259ri y\u00fcks\u0259k d\u0259y\u0259rli n\u0259tic\u0259l\u0259rl\u0259 uy\u011funla\u015fd\u0131r\u0131r. Ox\u015far modell\u0259\u015fdirm\u0259 v\u0259 yenid\u0259n h\u0259d\u0259fl\u0259m\u0259 vasit\u0259sil\u0259 \u0259hat\u0259ni s\u0259m\u0259r\u0259li geni\u015fl\u0259ndirir, n\u00fcmun\u0259l\u0259r 35 faiz ROAS qazanclar\u0131n\u0131 g\u00f6st\u0259rir. Proqnoz analitikas\u0131 x\u0259rc t\u0259sirlerini proqnozla\u015fd\u0131rma\u011fa k\u00f6m\u0259k edir, a\u015fa\u011f\u0131 g\u0259lirli investisiyalar\u0131 minimuma endirir.<\/p>\n

Reklamda AI t\u0259tbiq etm\u0259yin probleml\u0259ri n\u0259l\u0259rdir?<\/h3>\n

Probleml\u0259r m\u0259lumat m\u0259xfiliyi narahatl\u0131qlar\u0131, inteqrasiya m\u00fcr\u0259kk\u0259blikl\u0259ri v\u0259 biased n\u0259tic\u0259l\u0259rd\u0259n qa\u00e7maq \u00fc\u00e7\u00fcn keyfiyy\u0259tli giri\u015fl\u0259rin ehtiyac\u0131n\u0131 daxil edir. Biznesl\u0259r GDPR kimi qaydalara uy\u011funlu\u011fu t\u0259min etm\u0259li v\u0259 AI-ni m\u00fcxt\u0259lif m\u0259lumat d\u0259stl\u0259ri il\u0259 \u00f6yr\u0259tm\u0259lidir. Bunlar\u0131 a\u015fmaq ekspert yol g\u00f6st\u0259riciliyi t\u0259l\u0259b edir, lakin s\u0259m\u0259r\u0259lilikd\u0259ki m\u00fckafatlar ilkin mane\u0259l\u0259ri \u00fcst\u0259l\u0259yir, d\u00fczg\u00fcn qura\u015fd\u0131rma uzunm\u00fcdd\u0259tli qazanclar verir.<\/p>\n

AI kampaniyalarda reklam yor\u011funlu\u011funu nec\u0259 idar\u0259 edir?<\/h3>\n

AI reklam yor\u011funlu\u011funu yarad\u0131c\u0131lar\u0131 rotasiya ed\u0259r\u0259k v\u0259 qar\u015f\u0131l\u0131ql\u0131 \u0259laq\u0259 azalmalar\u0131na \u0259sas\u0259n tezliyi t\u0259nziml\u0259y\u0259r\u0259k m\u00fcbariz\u0259 apar\u0131r, maraq azald\u0131\u011f\u0131n\u0131 a\u015fkar etm\u0259k \u00fc\u00e7\u00fcn emosiya analitikas\u0131 istifad\u0259 edir. De\u011fi\u015fiklikl\u0259ri proaktiv \u015f\u0259kild\u0259 t\u0259qdim edir, t\u0259z\u0259liyi saxlay\u0131r v\u0259 yanma\u011f\u0131 qar\u015f\u0131lad\u0131. Bu metodu t\u0259tbiq ed\u0259n kampaniyalar 15 faiz davaml\u0131 performans g\u00f6r\u00fcr, \u00e7\u00fcnki istifad\u0259\u00e7il\u0259r vaxtla m\u00fcxt\u0259lif, uy\u011fun mesajla\u015fd\u0131rmalara rast g\u0259lir.<\/p>\n

Ki\u00e7ik biznesl\u0259r AI reklam optimizasiyas\u0131ndan fayda \u0259ld\u0259 ed\u0259 bil\u0259rl\u0259r?<\/h3>\n

B\u0259li, ki\u00e7ik biznesl\u0259r AI reklam optimizasiyas\u0131ndan b\u00f6y\u00fck fayda \u0259ld\u0259 ed\u0259 bil\u0259r, oyun meydan\u00e7as\u0131n\u0131 b\u0259rab\u0259r ed\u0259n \u0259l\u00e7atan platformalar vasit\u0259sil\u0259. Google Ads-d\u0259 avtomatla\u015fd\u0131r\u0131lm\u0131\u015f taklifl\u0259m\u0259 kimi al\u0259tl\u0259r b\u00f6y\u00fck komandalar olmadan s\u0259m\u0259r\u0259li miqyasland\u0131rma\u011fa imkan verir, tez-tez liderl\u0259ri 25 faiz art\u0131r\u0131r. \u018fsas inteqrasiyalarla ba\u015flamaq tez qazanclar verir, geni\u015f b\u00fcdc\u0259l\u0259r olmadan inki\u015faf\u0131 m\u00fcmk\u00fcn edir.<\/p>\n

Reklam \u00fc\u00e7\u00fcn AI-d\u0259 hans\u0131 g\u0259l\u0259c\u0259k trendl\u0259r yaran\u0131r<\/h3>\n","protected":false},"excerpt":{"rendered":"

AI-nin Reklamda Strategik \u00dcmumi Bax\u0131\u015f\u0131 R\u0259q\u0259msal marketinqin inki\u015faf ed\u0259n m\u0259nz\u0259r\u0259sind\u0259 AI reklam\u0131 transformasiya ed\u0259n bir q\u00fcvv\u0259 kimi qal\u0131r, biznesl\u0259r\u0259 misilsiz s\u0259viyy\u0259d\u0259 s\u0259m\u0259r\u0259lilik v\u0259 effektivlik \u0259ld\u0259 etm\u0259y\u0259 imkan verir. \u018fsasda AI reklam optimizasiyas\u0131 ma\u015f\u0131n \u00f6yr\u0259nm\u0259si alqoritml\u0259ri v\u0259 m\u0259lumat analitikas\u0131 vasit\u0259sil\u0259 reklam kampaniyalar\u0131n\u0131 dinamik \u015f\u0259kild\u0259 t\u0259kmill\u0259\u015fdirir, h\u0259r x\u0259rcl\u0259n\u0259n dollar\u0131n \u00f6l\u00e7\u00fcl\u0259 bil\u0259n g\u0259lirl\u0259r verdiyin\u0259 t\u0259min edir. Bu yana\u015fma […]<\/p>\n","protected":false},"author":1,"featured_media":45140,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1929],"tags":[546],"class_list":["post-102849","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-reklam-optimizasiyasi-az","tag-ai-3"],"acf":[],"_links":{"self":[{"href":"https:\/\/alienroad.com\/az\/wp-json\/wp\/v2\/posts\/102849","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=102849"}],"version-history":[{"count":1,"href":"https:\/\/alienroad.com\/az\/wp-json\/wp\/v2\/posts\/102849\/revisions"}],"predecessor-version":[{"id":102856,"href":"https:\/\/alienroad.com\/az\/wp-json\/wp\/v2\/posts\/102849\/revisions\/102856"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/alienroad.com\/az\/wp-json\/wp\/v2\/media\/45140"}],"wp:attachment":[{"href":"https:\/\/alienroad.com\/az\/wp-json\/wp\/v2\/media?parent=102849"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/alienroad.com\/az\/wp-json\/wp\/v2\/categories?post=102849"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/alienroad.com\/az\/wp-json\/wp\/v2\/tags?post=102849"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}