{"id":47878,"date":"2026-03-27T10:24:50","date_gmt":"2026-03-27T10:24:50","guid":{"rendered":"https:\/\/alienroad.com\/uncategorized-az\/mastering-ai-advertising-optimization-for-local-businesses\/"},"modified":"2026-03-29T09:46:58","modified_gmt":"2026-03-29T09:46:58","slug":"mastering-ai-advertising-optimization-for-local-businesses","status":"publish","type":"post","link":"https:\/\/alienroad.com\/az\/ai-advertising-optimization-2\/mastering-ai-advertising-optimization-for-local-businesses\/","title":{"rendered":"Yerli Biznesl\u0259r \u00fc\u00e7\u00fcn AI Reklam Optimizasiyas\u0131n\u0131 M\u00fck\u0259mm\u0259ll\u0259\u015fdirm\u0259k"},"content":{"rendered":"

Yerli bazarlar\u0131n r\u0259qab\u0259tli land\u015faft\u0131nda AI il\u0259 idar\u0259 olunan yerli reklam transformasiya q\u00fcvv\u0259si kimi ortaya \u00e7\u0131x\u0131r v\u0259 biznesl\u0259r\u0259 yax\u0131n istehlak\u00e7\u0131lara d\u0259qiq, vaxt\u0131nda mesajlar \u00e7atd\u0131rma\u011fa imkan verir. Bu yana\u015fma s\u00fcni intellekti b\u00f6y\u00fck veril\u0259nl\u0259r siyah\u0131lar\u0131n\u0131 t\u0259hlil etm\u0259k, istehlak\u00e7\u0131 davran\u0131\u015flar\u0131n\u0131 proqnozla\u015fd\u0131rmaq v\u0259 reklam strategiyalar\u0131n\u0131 \u0259n\u0259n\u0259vi \u00fcsullar\u0131n qar\u015f\u0131laya bilm\u0259diyi \u015f\u0259kild\u0259 t\u0259kmill\u0259\u015fdirm\u0259k \u00fc\u00e7\u00fcn istifad\u0259 edir. \u00d6z mahiyy\u0259tind\u0259 AI reklam optimizasiyas\u0131 ma\u015f\u0131n \u00f6yr\u0259nm\u0259 alqoritml\u0259rinin istifad\u0259sini \u0259hat\u0259 edir ki, bu da reklam kampaniyalar\u0131n\u0131n h\u0259r aspektini, h\u0259d\u0259fl\u0259m\u0259d\u0259n b\u00fcdc\u0259l\u0259\u015fdirm\u0259y\u0259 q\u0259d\u0259r avtomatla\u015fd\u0131r\u0131r v\u0259 g\u00fccl\u0259ndirir. P\u0259rak\u0259nd\u0259 sat\u0131\u015f ma\u011fazalar\u0131, restoranlar v\u0259 ya xidm\u0259t t\u0259minat\u00e7\u0131lar\u0131 kimi yerli biznesl\u0259r \u00fc\u00e7\u00fcn bu, x\u00fcsusi co\u011frafi radius daxilind\u0259 potensial m\u00fc\u015ft\u0259ril\u0259r\u0259 \u015f\u0259xsi s\u0259viyy\u0259d\u0259 rezonans yaradan reklamlar vasit\u0259sil\u0259 \u00e7atd\u0131rmaq dem\u0259kdir. AI-nin inteqrasiyas\u0131 \u0259m\u0259liyyatlar\u0131 sad\u0259l\u0259\u015fdirm\u0259kl\u0259 yana\u015f\u0131, resurslar\u0131 y\u00fcks\u0259k t\u0259sirli f\u00fcrs\u0259tl\u0259r\u0259 y\u00f6n\u0259ld\u0259r\u0259k reklam x\u0259rcl\u0259rind\u0259n qaytarma (ROAS) n\u0131 maksimuma \u00e7atd\u0131r\u0131r. Statik reklam yerl\u0259\u015fdirm\u0259l\u0259rd\u0259n dinamik, \u00f6z\u00fcn\u00fc t\u0259nziml\u0259y\u0259n kampaniyalara ke\u00e7idi n\u0259z\u0259rd\u0259n ke\u00e7irin: AI yerl\u0259\u015fm\u0259 m\u0259lumatlar\u0131n\u0131, axtar\u0131\u015f n\u00fcmun\u0259l\u0259rini v\u0259 h\u0259tta hava \u015f\u0259raitini emal ed\u0259r\u0259k promosyonlar\u0131 uy\u011funla\u015fd\u0131r\u0131r, ayaq trafi\u011fini v\u0259 onlayn qat\u0131lman\u0131 art\u0131ran aktual\u0131q t\u0259min edir. Yerli reklam\u0131n inki\u015faf etm\u0259si il\u0259 AI reklam optimizasiyas\u0131n\u0131 q\u0259bul ed\u0259n biznesl\u0259r Google Ads v\u0259 Facebook Business kimi platformalar\u0131n s\u0259naye standartlar\u0131na g\u00f6r\u0259 AI olmayan strategiyalara nisb\u0259t\u0259n 30% daha y\u00fcks\u0259k qat\u0131lma nisb\u0259tl\u0259ri \u0259ld\u0259 ed\u0259r\u0259k \u0259h\u0259miyy\u0259tli \u00fcst\u00fcnl\u00fck qazan\u0131r. Bu \u00fcmumi bax\u0131\u015f bu texnologiyalar\u0131n davaml\u0131 art\u0131m\u0131 d\u0259st\u0259kl\u0259m\u0259k \u00fc\u00e7\u00fcn strateji olaraq nec\u0259 t\u0259tbiq oluna bil\u0259c\u0259yini daha d\u0259rin ara\u015fd\u0131rma \u00fc\u00e7\u00fcn z\u0259min yarad\u0131r.<\/p>\n

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

AI reklam optimizasiyas\u0131 m\u00fcasir yerli reklam\u0131n \u0259sas\u0131n\u0131 t\u0259\u015fkil edir, burada alqoritml\u0259r kampaniya performans\u0131n\u0131<\/a> daim qiym\u0259tl\u0259ndirir v\u0259 m\u0259lumat \u0259sasl\u0131 t\u0259nziml\u0259m\u0259l\u0259r edir. \u0130nsan sezgisind\u0259n v\u0259 d\u00f6vri icmallardan as\u0131l\u0131 olan \u0259l il\u0259 optimizasiyadan f\u0259rqli olaraq, AI real vaxtda f\u0259aliyy\u0259t g\u00f6st\u0259rir, milyonlarla m\u0259lumat n\u00f6qt\u0259sini emal ed\u0259r\u0259k n\u00fcmun\u0259l\u0259ri v\u0259 s\u0259m\u0259r\u0259sizlikl\u0259ri m\u00fc\u0259yy\u0259nl\u0259\u015fdirir. Bu proses kampaniya m\u0259qs\u0259dl\u0259rinin m\u00fc\u0259yy\u0259nl\u0259\u015fdirilm\u0259si il\u0259 ba\u015flay\u0131r, m\u0259s\u0259l\u0259n, ma\u011faza ziyar\u0259tl\u0259rini v\u0259 ya onlayn rezervasiyalar\u0131 art\u0131rmaq v\u0259 tarixi m\u0259lumatlar\u0131 AI modell\u0259rin\u0259 verm\u0259k. N\u0259tic\u0259d\u0259, b\u00fcdc\u0259l\u0259ri daha effektiv b\u00f6l\u00fc\u015fd\u00fcr\u0259n v\u0259 istifad\u0259\u00e7i \u00fcst\u00fcnl\u00fckl\u0259rin\u0259 uy\u011funla\u015fd\u0131r\u0131lm\u0131\u015f reklam yarad\u0131c\u0131lar\u0131n\u0131 \u015f\u0259xsi t\u0259nziml\u0259y\u0259n bir sistem yaran\u0131r, Forrester Research-in son t\u0259dqiqatlar\u0131nda qeyd olundu\u011fu kimi orta hesabla klikl\u0259r nisb\u0259tini (CTR) 20% art\u0131r\u0131r.<\/p>\n

AI \u0130dar\u0259li Sisteml\u0259rin \u018fsas Komponentl\u0259ri<\/h3>\n

AI reklam optimizasiyas\u0131n\u0131n m\u0259rk\u0259zind\u0259 ke\u00e7mi\u015f qar\u015f\u0131l\u0131ql\u0131 \u0259laq\u0259l\u0259rd\u0259n \u00f6yr\u0259n\u0259n ma\u015f\u0131n \u00f6yr\u0259nm\u0259 modell\u0259ri yerl\u0259\u015fir. Bu sisteml\u0259r t\u0259bii dil emal\u0131 vasit\u0259sil\u0259 reklam m\u0259tnini t\u0259hlil ed\u0259r\u0259k brend s\u0259si il\u0259 uy\u011funlu\u011fu t\u0259min edir, proqnozla\u015fd\u0131r\u0131c\u0131 analitika is\u0259 demografik trendl\u0259r \u0259sas\u0131nda reklam performans\u0131<\/a>n\u0131 proqnozla\u015fd\u0131r\u0131r. Yerli biznesl\u0259r \u00fc\u00e7\u00fcn bu, m\u0259h\u0259ll\u0259 t\u0259dbirl\u0259ri v\u0259 ya m\u00f6vs\u00fcmi t\u0259l\u0259bl\u0259r kimi hiper-yerli faktorlar \u00fc\u00e7\u00fcn optimizasiya etm\u0259k dem\u0259kdir ki, bu da x\u00fcsusi haz\u0131rlanm\u0131\u015f reklamlar yarad\u0131r.<\/p>\n

Yerli Kampaniyalar \u00fc\u00e7\u00fcn Faydalar<\/h3>\n

Yerli reklamvericil\u0259r reklam x\u0259rcl\u0259rind\u0259 israf\u0131n azald\u0131lmas\u0131 il\u0259 fayda g\u00f6r\u00fcr, AI a\u015fa\u011f\u0131 performans g\u00f6st\u0259r\u0259n seqmentl\u0259ri m\u00fc\u0259yy\u0259nl\u0259\u015fdir\u0259r\u0259k v\u0259saiti d\u0259rhal yenid\u0259n b\u00f6l\u00fc\u015fd\u00fcr\u00fcr. Misal olaraq: AI reklam optimizasiyas\u0131ndan istifad\u0259 ed\u0259n bir q\u0259hv\u0259xana z\u0259nciri pik saatlarda ‘yax\u0131n q\u0259hv\u0259’ axtar\u0131\u015f\u0131 ed\u0259n istifad\u0259\u00e7il\u0259r\u0259 h\u0259d\u0259fli reklamlar vasit\u0259sil\u0259 eyni g\u00fcn ziyar\u0259tl\u0259rind\u0259 25% art\u0131m \u0259ld\u0259 etdi.<\/p>\n

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

Real vaxt performans t\u0259hlili AI reklam optimizasiyas\u0131n\u0131n x\u00fcsusi x\u00fcsusiyy\u0259ti kimi \u00e7\u0131x\u0131r v\u0259 reklamvericil\u0259r\u0259 kampaniya metrikalar\u0131n\u0131 an\u0131nda izl\u0259m\u0259k v\u0259 cavab verm\u0259k imkan\u0131 verir. Bu qabiliyy\u0259t topdan hesabat verm\u0259nin xas olan gecikm\u0259l\u0259rini aradan qald\u0131r\u0131r, qat\u0131lma, konversiya v\u0259 x\u0259rcl\u0259r haqq\u0131nda onlar ba\u015f verdikc\u0259 m\u0259lumat verir. Mobil GPS v\u0259 proqram daxilind\u0259 davran\u0131\u015flar d\u0259 daxil olmaqla \u00e7oxsayl\u0131 m\u0259nb\u0259l\u0259rd\u0259n m\u0259lumatlar\u0131 inteqrasiya ed\u0259r\u0259k, AI d\u0259rhal t\u0259nziml\u0259m\u0259l\u0259ri m\u0259lumatland\u0131ran h\u0259rt\u0259r\u0259fli bax\u0131\u015f t\u0259qdim edir, m\u0259s\u0259l\u0259n, a\u015fa\u011f\u0131 ROI a\u00e7ar s\u00f6zl\u0259rini dayand\u0131rmaq v\u0259 ya y\u00fcks\u0259k performansl\u0131lar\u0131 miqyasla\u015fd\u0131rmaq.<\/p>\n

\u0130\u015ftirak Ed\u0259n Al\u0259tl\u0259r v\u0259 Texnologiyalar<\/h3>\n

Google Analytics 360 v\u0259 Adobe Sensei kimi platformalar AI istifad\u0259 ed\u0259r\u0259k performans panelini vizual olaraq t\u0259svir edir v\u0259 konversiya nisb\u0259tl\u0259rind\u0259ki q\u0259fil d\u00fc\u015f\u00fc\u015fl\u0259r kimi anomaliyalar\u0131 vur\u011fulay\u0131r. Yerli reklam \u00fc\u00e7\u00fcn bu al\u0259tl\u0259r x\u00fcsusi po\u00e7t indeksl\u0259ri daxilind\u0259 reklam effektivliyini qiym\u0259tl\u0259ndirm\u0259k \u00fc\u00e7\u00fcn yerl\u0259\u015fm\u0259 m\u0259lumatlar\u0131n\u0131 n\u0259z\u0259r\u0259 al\u0131r, \u00fcmumi s\u0259m\u0259r\u0259liliyi art\u0131ran inc\u0259 t\u0259nziml\u0259m\u0259l\u0259r\u0259 imkan verir.<\/p>\n

Q\u0259rar Q\u0259buluna T\u0259siri<\/h3>\n

Real vaxt t\u0259hlili il\u0259 biznesl\u0259r Gartner m\u0259lumatlar\u0131na g\u00f6r\u0259 canl\u0131 m\u0259lumatlar \u0259sas\u0131nda f\u0259aliyy\u0259t g\u00f6st\u0259r\u0259r\u0259k ROAS-da 15-40% yax\u015f\u0131la\u015fma \u0259ld\u0259 ed\u0259 bil\u0259r. M\u0259s\u0259l\u0259n, bir p\u0259rak\u0259nd\u0259 sat\u0131\u015f n\u00f6qt\u0259si g\u00fcnortas\u0131 saatlar\u0131nda mobil axtar\u0131\u015flarda art\u0131m\u0131 a\u015fkar ed\u0259 bil\u0259r v\u0259 d\u0259rhal co\u011frafi h\u0259d\u0259fli promosyonlar\u0131 g\u00fccl\u0259ndir\u0259r\u0259k brauzerl\u0259ri al\u0131c\u0131larda sorunsuz \u00e7evir\u0259 bil\u0259r.<\/p>\n

AI il\u0259 Qabaqc\u0131l Auditoriya Seqmentasiyas\u0131<\/h2>\n

AI t\u0259r\u0259find\u0259n y\u00fcks\u0259ldil\u0259n auditoriya seqmentasiyas\u0131 yerli reklamda h\u0259d\u0259fl\u0259m\u0259ni t\u0259kmill\u0259\u015fdirir v\u0259 istehlak\u00e7\u0131lar\u0131 davran\u0131\u015f, niyy\u0259t v\u0259 kontekst \u0259sas\u0131nda mikro-qruplara b\u00f6l\u00fcr. AI alqoritml\u0259ri m\u0259lumat g\u00f6ll\u0259rini, al\u0131\u015f tarix\u00e7\u0259si v\u0259 sosial qar\u015f\u0131l\u0131ql\u0131 \u0259laq\u0259l\u0259ri d\u0259 daxil olmaqla s\u00fcz\u00fcr v\u0259 \u0259n\u0259n\u0259vi demografiyalar\u0131n n\u0259z\u0259rd\u0259n qa\u00e7\u0131rd\u0131\u011f\u0131 seqmentl\u0259r yarad\u0131r. Bu d\u0259qiqlik reklamlar\u0131n konversiya etm\u0259 ehtimal\u0131 \u0259n y\u00fcks\u0259k olan \u015f\u0259xsl\u0259r\u0259 \u00e7atmas\u0131n\u0131 t\u0259min edir, uy\u011funsuz g\u00f6st\u0259ri\u015fl\u0259ri azald\u0131r v\u0259 reklam \u015f\u0259b\u0259k\u0259l\u0259rind\u0259 aktual\u0131q bal\u0131n\u0131 y\u00fcks\u0259ldir.<\/p>\n

M\u0259lumat \u018fsasl\u0131 \u015e\u0259xsi Reklam T\u00f6vsiy\u0259l\u0259ri<\/h3>\n

AI seqmentasiyan\u0131 m\u0259lumat \u0259sasl\u0131 \u015f\u0259xsi reklam t\u00f6vsiy\u0259l\u0259ri yaradaraq g\u00fccl\u0259ndirir, m\u0259s\u0259l\u0259n, yax\u0131n zamanda m\u0259\u015fq proqramlar\u0131 axtaran fitness proqram\u0131 istifad\u0259\u00e7il\u0259rin\u0259 yax\u0131n idman zal\u0131 \u00fczvl\u00fcy\u00fcn\u00fc t\u00f6vsiy\u0259 etm\u0259k. McKinsey hesabatlar\u0131nda s\u00fcbut olundu\u011fu kimi, bu m\u0259lumat \u0259sasl\u0131 \u015f\u0259xsill\u0259\u015fdirm\u0259 \u00fcmumi f\u0259rziyy\u0259l\u0259r \u0259v\u0259zin\u0259 m\u0259zmunu f\u0259rdi ehtiyaclarla uy\u011funla\u015fd\u0131raraq konversiya nisb\u0259tl\u0259rini 35% art\u0131ra bil\u0259r.<\/p>\n

S\u0259m\u0259r\u0259li Seqmentasiya Strategiyalar\u0131<\/h3>\n

T\u0259tbiq etm\u0259k \u00fc\u00e7\u00fcn t\u0259miz m\u0259lumat giri\u015fl\u0259ri v\u0259 AI klasterl\u0259\u015fdirm\u0259 texnikalar\u0131 il\u0259 ba\u015flay\u0131n. Yerli biznesl\u0259r loyall\u0131q proqramlar\u0131ndan birinci t\u0259r\u0259f m\u0259lumatlar\u0131n\u0131 prioritetl\u0259\u015fdirm\u0259li v\u0259 \u00fc\u00e7\u00fcnc\u00fc t\u0259r\u0259f m\u0259lumatlar\u0131 il\u0259 birl\u0259\u015fdir\u0259r\u0259k istehlak\u00e7\u0131 n\u00fcmun\u0259l\u0259ri il\u0259 evril\u0259n dinamik seqmentl\u0259r qurmal\u0131d\u0131r, kampaniya vitalitesini davaml\u0131 t\u0259min etm\u0259k \u00fc\u00e7\u00fcn.<\/p>\n

Konversiya Nisb\u0259tini Yax\u015f\u0131la\u015fd\u0131rma Strategiyalar\u0131<\/h2>\n

AI reklam optimizasiyas\u0131 vasit\u0259sil\u0259 konversiya nisb\u0259tinin yax\u015f\u0131la\u015fd\u0131r\u0131lmas\u0131 istifad\u0259\u00e7il\u0259ri a\u011f\u0131ll\u0131 d\u00fcrt\u00fcl\u0259rl\u0259 f\u0259rqind\u0259likd\u0259n h\u0259r\u0259k\u0259t\u0259 y\u00f6n\u0259ltm\u0259y\u0259 fokuslan\u0131r. AI m\u00fc\u015ft\u0259ri s\u0259yah\u0259tind\u0259 s\u00fcrtm\u0259 n\u00f6qt\u0259l\u0259rini, m\u0259s\u0259l\u0259n, l\u0259ndinq s\u0259hif\u0259l\u0259rind\u0259 y\u00fcks\u0259k s\u0131\u00e7ray\u0131\u015f nisb\u0259tl\u0259rini m\u00fc\u0259yy\u0259nl\u0259\u015fdirir v\u0259 dinamik qiym\u0259tl\u0259ndirm\u0259 v\u0259 ya t\u0259ciliyy\u0259t siqnallar\u0131 kimi optimizasiyalar t\u0259klif edir. \u0130stifad\u0259\u00e7i siqnallar\u0131n\u0131 t\u0259hlil ed\u0259r\u0259k, AI konversiya ehtimal\u0131n\u0131 proqnozla\u015fd\u0131r\u0131r v\u0259 izl\u0259m\u0259 reklamlar\u0131 \u00fc\u00e7\u00fcn y\u00fcks\u0259k potensial liderl\u0259ri prioritetl\u0259\u015fdirir.<\/p>\n

Konversiyalar\u0131 v\u0259 ROAS-\u0131 Art\u0131rmaq<\/h3>\n

\u018fsas strategiyalar AI il\u0259 q\u00fcvv\u0259l\u0259ndirilmi\u015f reklam variantlar\u0131n\u0131n A\/B testl\u0259rini \u0259hat\u0259 edir ki, bu da 10-20% konversiya art\u0131m\u0131 ver\u0259 bil\u0259r. ROAS \u00fc\u00e7\u00fcn AI pik saatlarda ‘m\u0259n\u0259 yax\u0131n \u00e7atd\u0131r\u0131lma’ sor\u011fular\u0131 \u00fc\u00e7\u00fcn taklifleri real vaxtda yenid\u0259n t\u0259nziml\u0259yir; m\u0259s\u0259l\u0259n, bir restoran z\u0259nciri 18% konversiya nisb\u0259ti il\u0259 ax\u015fam yem\u0259yi seqmentl\u0259rin\u0259 fokuslanaraq 2.5x ROAS art\u0131m\u0131 \u0259ld\u0259 etdi.<\/p>\n

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  • S\u0259b\u0259t t\u0259rk ed\u0259nl\u0259r \u00fc\u00e7\u00fcn \u015f\u0259xsi endiriml\u0259rl\u0259 yenid\u0259n h\u0259d\u0259fl\u0259m\u0259 t\u0259tbiq edin.<\/li>\n
  • M\u00fcsb\u0259t cavab ver\u0259nl\u0259r \u00fc\u00e7\u00fcn mesajla\u015fd\u0131rman\u0131 uy\u011funla\u015fd\u0131rmaq \u00fc\u00e7\u00fcn emosiya t\u0259hlili istifad\u0259 edin.<\/li>\n
  • Yerli t\u0259cr\u00fcb\u0259l\u0259r \u00fc\u00e7\u00fcn sorunsuz yerli t\u0259cr\u00fcb\u0259l\u0259r \u00fc\u00e7\u00fcn cihazlar aras\u0131 izl\u0259m\u0259 inteqrasiya edin.<\/li>\n<\/ul>\n

    M\u00fcv\u0259ff\u0259qiyy\u0259ti Metrikl\u0259rl\u0259 \u00d6l\u00e7m\u0259k<\/h3>\n

    Qiym\u0259t ba\u015f\u0131na qazanma (CPA) v\u0259 \u00f6m\u00fcrl\u00fck d\u0259y\u0259r (LTV) kimi metrikl\u0259ri izl\u0259yin. Konkret n\u00fcmun\u0259l\u0259r yerli e-ticar\u0259t ssenaril\u0259rind\u0259 AI idar\u0259li kampaniyalar\u0131n CPA-n\u0131 22% azald\u0131r v\u0259 konversiyalar\u0131 3%-d\u0259n 7%-\u0259 yax\u015f\u0131la\u015fd\u0131r\u0131r.<\/p>\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 inqilab edir v\u0259 v\u0259saiti performans proqnozlar\u0131na \u0259sas\u0259n kanallar v\u0259 reklam siyah\u0131lar\u0131 aras\u0131nda dinamik olaraq b\u00f6l\u00fc\u015fd\u00fcr\u00fcr. AI f\u00fcrs\u0259t x\u0259rcl\u0259rini, m\u0259s\u0259l\u0259n, yerli axtar\u0131\u015f aukslar\u0131nda r\u0259qab\u0259tli takifl\u0259ri qiym\u0259tl\u0259ndirir v\u0259 art\u0131q x\u0259rcl\u0259m\u0259d\u0259n t\u0259siri maksimuma \u00e7atd\u0131rmaq \u00fc\u00e7\u00fcn b\u00f6l\u00fc\u015fdirm\u0259l\u0259ri t\u0259nziml\u0259yir. Bu avtomatla\u015fd\u0131rma marketinq\u00e7il\u0259ri \u0259l il\u0259 c\u0259dv\u0259ll\u0259rd\u0259n daha \u00e7ox yarad\u0131c\u0131 strategiyaya fokuslanma\u011fa azad edir.<\/p>\n

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

    T\u0259\u015fviq \u00f6yr\u0259nm\u0259 alqoritml\u0259ri b\u00fcdc\u0259 effektivliyini proqnozla\u015fd\u0131rmaq \u00fc\u00e7\u00fcn ssenaril\u0259ri simulyasiya edir, \u00e7ox vaxt kampaniya ortas\u0131nda v\u0259saitin 40%-n\u0131 daha yax\u015f\u0131 g\u0259lirl\u0259r \u00fc\u00e7\u00fcn yenid\u0259n b\u00f6l\u00fc\u015fd\u00fcr\u00fcr. Yerli kontekstd\u0259 bu, t\u0259dbirl\u0259r zaman\u0131 y\u00fcks\u0259k trafikl\u0259 yerl\u0259rd\u0259 displey reklamlar\u0131n\u0131 prioritetl\u0259\u015fdirm\u0259k dem\u0259kdir ki, bu da s\u0259m\u0259r\u0259li x\u0259rcl\u0259nm\u0259 t\u0259min edir.<\/p>\n

    Vaka T\u0259dqiqatlar\u0131 v\u0259 N\u0259tic\u0259l\u0259r<\/h3>\n

    Xidm\u0259t \u0259sasl\u0131 bir biznes Google Local Services Ads \u00fc\u00e7\u00fcn b\u00fcdc\u0259sini avtomatla\u015fd\u0131rd\u0131, n\u0259tic\u0259d\u0259 28% ROAS art\u0131m\u0131 v\u0259 15% x\u0259rc q\u0259na\u0259ti \u0259ld\u0259 etdi, AI-nin miqyasl\u0131 art\u0131mda rolunu n\u00fcmayi\u015f etdirir.<\/p>\n\n\n\n\n\n\n\n
    Strategiya<\/th>\nAI-d\u0259n \u00d6nceki Metrik<\/th>\nAI-d\u0259n Sonrak\u0131 Metrik<\/th>\nYax\u015f\u0131la\u015fma<\/th>\n<\/tr>\n<\/thead>\n
    B\u00fcdc\u0259 B\u00f6l\u00fc\u015fd\u00fcrm\u0259si<\/td>\n\u018fl il\u0259, 70% s\u0259m\u0259r\u0259lilik<\/td>\nAvtomatla\u015fd\u0131r\u0131lm\u0131\u015f, 95% s\u0259m\u0259r\u0259lilik<\/td>\n36%<\/td>\n<\/tr>\n
    Konversiya Nisb\u0259ti<\/td>\n4.2%<\/td>\n6.8%<\/td>\n62%<\/td>\n<\/tr>\n
    ROAS<\/td>\n1.8x<\/td>\n3.2x<\/td>\n78%<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

    AI \u0130dar\u0259li Yerli Reklamda \u0130r\u0259li Yolun X\u0259rit\u0259l\u0259\u015fdirilm\u0259si<\/h2>\n

    AI texnologiyalar\u0131 inki\u015faf etdikc\u0259, yerli reklam\u0131n g\u0259l\u0259c\u0259yi reklam yarad\u0131lmas\u0131 \u00fc\u00e7\u00fcn generativ AI v\u0259 ultra-a\u015fa\u011f\u0131 gecikm\u0259 h\u0259d\u0259fl\u0259m\u0259 \u00fc\u00e7\u00fcn k\u0259nar hesablama kimi yeni qabiliyy\u0259tl\u0259rin inteqrasiyas\u0131na ba\u011fl\u0131d\u0131r. Biznesl\u0259r etik AI t\u0259cr\u00fcb\u0259l\u0259rin\u0259 investisiya etm\u0259lidirl\u0259r ki, m\u0259lumat m\u0259xfiliyy\u0259tini t\u0259min ed\u0259r\u0259k proqnozla\u015fd\u0131r\u0131c\u0131 \u015f\u0259xsill\u0259\u015fdirm\u0259ni miqyasda a\u00e7s\u0131nlar. Strateji icra cari kampaniyalar\u0131 audit etm\u0259k, AI m\u00fct\u0259x\u0259ssisl\u0259ri il\u0259 \u0259m\u0259kda\u015fl\u0131q etm\u0259k v\u0259 evril\u0259n alqoritml\u0259r\u0259 \u0259sas\u0259n iterasiya etm\u0259yi \u0259hat\u0259 edir. AI reklam optimizasiyas\u0131n\u0131 \u0259sas \u0259m\u0259liyyatlara yerl\u0259\u015fdir\u0259r\u0259k, yerli m\u00fc\u0259ssis\u0259l\u0259r s\u0259sli axtar\u0131\u015f\u0131n artmas\u0131 kimi bazar d\u0259yi\u015fiklikl\u0259rini proqnozla\u015fd\u0131ra v\u0259 r\u0259qab\u0259t \u00fcst\u00fcnl\u00fcy\u00fcn\u00fc qoruya bil\u0259rl\u0259r.<\/p>\n

    Bu land\u015faftda g\u0259zm\u0259kd\u0259 Alien Road \u00f6z\u00fcn\u00fc yerli kampaniyalar\u0131 y\u00fcks\u0259ltm\u0259k v\u0259 \u00fcst\u00fcn ROAS \u0259ld\u0259 etm\u0259k \u00fc\u00e7\u00fcn AI reklam optimizasiyas\u0131n\u0131 idar\u0259 etm\u0259kd\u0259 \u0259n yax\u015f\u0131 konsaltinq \u015firk\u0259ti kimi m\u00f6vqel\u0259ndirir. M\u00fct\u0259x\u0259ssisl\u0259rimiz real vaxt performans t\u0259hlili, auditoriya seqmentasiyas\u0131, konversiya nisb\u0259tinin yax\u015f\u0131la\u015fd\u0131r\u0131lmas\u0131 v\u0259 avtomatla\u015fd\u0131r\u0131lm\u0131\u015f b\u00fcdc\u0259 idar\u0259sind\u0259n istifad\u0259 ed\u0259r\u0259k \u00f6l\u00e7\u00fcl\u0259 bil\u0259n n\u0259tic\u0259l\u0259ri \u0259ld\u0259 etm\u0259k \u00fc\u00e7\u00fcn uy\u011funla\u015fd\u0131r\u0131lm\u0131\u015f strategiyalar t\u0259qdim edir. Yerli kampaniyalar\u0131n\u0131z\u0131 y\u00fcks\u0259ltm\u0259k v\u0259 AI idar\u0259li reklam\u0131n tam potensial\u0131n\u0131 a\u00e7maq \u00fc\u00e7\u00fcn bu g\u00fcn Alien Road il\u0259 strateji konsaltasiya planla\u015fd\u0131r\u0131n<\/strong>.<\/p>\n

    AI \u0130dar\u0259li Yerli Reklam Haqq\u0131nda Tez-Tez Veril\u0259n Suallar<\/h2>\n

    AI idar\u0259li yerli reklam n\u0259dir?<\/h3>\n

    AI idar\u0259li yerli reklam s\u00fcni intellekti co\u011frafi sah\u0259l\u0259r, m\u0259s\u0259l\u0259n, m\u0259h\u0259ll\u0259l\u0259r v\u0259 ya \u015f\u0259h\u0259rl\u0259r \u00fc\u00e7\u00fcn x\u00fcsusi olaraq reklam kampaniyalar\u0131n\u0131 yaratmaq, h\u0259d\u0259fl\u0259m\u0259k v\u0259 optimizasiya etm\u0259k \u00fc\u00e7\u00fcn istifad\u0259ni n\u0259z\u0259rd\u0259 tutur. O, auditoriya se\u00e7imi v\u0259 takif t\u0259nziml\u0259m\u0259l\u0259ri kimi prosesl\u0259ri avtomatla\u015fd\u0131r\u0131r, biznesl\u0259r\u0259 \u0259n\u0259n\u0259vi \u00fcsullardan daha effektiv \u015f\u0259kild\u0259 yax\u0131n istehlak\u00e7\u0131lara qo\u015fulma\u011fa imkan verir, n\u0259tic\u0259d\u0259 daha y\u00fcks\u0259k qat\u0131lma v\u0259 ROI \u0259ld\u0259 edilir.<\/p>\n

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

    AI reklam optimizasiyas\u0131 kampaniya m\u0259lumatlar\u0131n\u0131 real vaxtda t\u0259hlil ed\u0259n ma\u015f\u0131n \u00f6yr\u0259nm\u0259 alqoritml\u0259rind\u0259n istifad\u0259 ed\u0259r\u0259k i\u015fl\u0259yir, istifad\u0259\u00e7i qar\u015f\u0131l\u0131ql\u0131 \u0259laq\u0259l\u0259rind\u0259 n\u00fcmun\u0259l\u0259ri m\u00fc\u0259yy\u0259nl\u0259\u015fdir\u0259r\u0259k h\u0259d\u0259fl\u0259m\u0259, yarad\u0131c\u0131lar v\u0259 b\u00fcdc\u0259l\u0259ri t\u0259kmill\u0259\u015fdirir. Bu davaml\u0131 \u00f6yr\u0259nm\u0259 d\u00f6vr\u00fc reklamlar\u0131n vaxt ke\u00e7dikc\u0259 daha yax\u015f\u0131 performans g\u00f6st\u0259rm\u0259sini t\u0259min edir, \u00e7ox vaxt avtomatla\u015fd\u0131r\u0131lm\u0131\u015f t\u0259nziml\u0259m\u0259l\u0259r vasit\u0259sil\u0259 CTR kimi metrikl\u0259ri 15-25% yax\u015f\u0131la\u015fd\u0131r\u0131r.<\/p>\n

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

    Real vaxt performans t\u0259hlili vacibdir, \u00e7\u00fcnki yerli bazarlar t\u0259dbirl\u0259r, hava \u015f\u0259raiti v\u0259 ya trendl\u0259r s\u0259b\u0259bind\u0259n s\u00fcr\u0259tl\u0259 d\u0259yi\u015fir. AI an\u0131nda m\u0259lumatlar verir, reklamvericil\u0259r\u0259 pik saatlarda takifl\u0259ri art\u0131rmaq kimi strategiyalar\u0131 d\u0259yi\u015fm\u0259y\u0259 imkan verir, dinamik m\u00fchitl\u0259rd\u0259 f\u00fcrs\u0259tl\u0259rd\u0259n istifad\u0259 etm\u0259k v\u0259 itkil\u0259ri minimuma endirm\u0259k \u00fc\u00e7\u00fcn.<\/p>\n

    AI reklam optimizasiyas\u0131nda auditoriya seqmentasiyas\u0131n\u0131n rolu n\u0259dir?<\/h3>\n

    AI reklam optimizasiyas\u0131nda auditoriya seqmentasiyas\u0131 potensial m\u00fc\u015ft\u0259ril\u0259ri yer, davran\u0131\u015f v\u0259 \u00fcst\u00fcnl\u00fckl\u0259r kimi m\u0259lumatlara \u0259sas\u0259n d\u0259qiq qruplara b\u00f6l\u00fcr. Bu, hiper-\u015f\u0259xsi reklamlar yarad\u0131r, x\u00fcsusi yerli demografiyalar v\u0259 ya maraqlarla rezonans yaradaraq aktual\u0131q v\u0259 konversiyalar\u0131 art\u0131r\u0131r.<\/p>\n

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

    AI istifad\u0259\u00e7i niyy\u0259tini proqnozla\u015fd\u0131raraq v\u0259 funneli optimizasiya ed\u0259r\u0259k, m\u0259s\u0259l\u0259n, yenid\u0259n h\u0259d\u0259fl\u0259m\u0259 v\u0259 ya dinamik m\u0259zmun vasit\u0259sil\u0259 konversiya nisb\u0259tl\u0259rini yax\u015f\u0131la\u015fd\u0131r\u0131r. Yerli biznesl\u0259r \u00fc\u00e7\u00fcn ‘m\u0259n\u0259 yax\u0131n’ axtar\u0131\u015flar\u0131 kimi y\u00fcks\u0259k niyy\u0259t siqnallar\u0131na fokuslanaraq v\u0259 \u00e7a\u011fr\u0131-h\u0259r\u0259k\u0259t t\u0259l\u0259bl\u0259rini uy\u011funla\u015fd\u0131raraq nisb\u0259tl\u0259ri 3%-d\u0259n 8%-\u0259 art\u0131ra bil\u0259r.<\/p>\n

    AI idar\u0259li reklamlarda 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 AI-d\u0259n istifad\u0259 ed\u0259r\u0259k reklam x\u0259rcl\u0259rini proqnozla\u015fd\u0131r\u0131lm\u0131\u015f performansa \u0259sas\u0259n kanallar aras\u0131nda b\u00f6l\u00fc\u015fd\u00fcr\u00fcr, y\u00fcks\u0259k ROI f\u0259aliyy\u0259tl\u0259ri \u00fcst\u00fcnl\u00fck verm\u0259k \u00fc\u00e7\u00fcn real vaxtda t\u0259nziml\u0259yir. Bu, art\u0131q x\u0259rcl\u0259nm\u0259ni qar\u015f\u0131lad\u0131r v\u0259 s\u0259m\u0259r\u0259liliyi 30% art\u0131r\u0131r, x\u00fcsusil\u0259 m\u0259hdud resurslara malik yerli reklamvericil\u0259r \u00fc\u00e7\u00fcn faydal\u0131d\u0131r.<\/p>\n

    Niy\u0259 yerli reklamda \u0259n\u0259n\u0259vi \u00fcsullara g\u00f6r\u0259 AI se\u00e7m\u0259k?<\/h3>\n

    AI \u0259n\u0259n\u0259vi \u00fcsullar\u0131 d\u0259qiq h\u0259d\u0259fl\u0259m\u0259 v\u0259 avtomatla\u015fd\u0131rma \u00fc\u00e7\u00fcn b\u00f6y\u00fck h\u0259cmli m\u0259lumatlar\u0131 emal ed\u0259r\u0259k \u00fcst\u0259l\u0259yir, \u0259l x\u0259talar\u0131n\u0131 azald\u0131r v\u0259 s\u0259yl\u0259ri art\u0131r\u0131r. Yerli biznesl\u0259r AI-nin statik strategiyalar\u0131n qar\u015f\u0131laya bilm\u0259diyi real vaxt d\u0259yi\u015fiklikl\u0259rin\u0259 uy\u011funla\u015fmas\u0131 il\u0259 40% daha yax\u015f\u0131 ROAS g\u00f6r\u00fcr.<\/p>\n

    AI yerli auditoriyalar \u00fc\u00e7\u00fcn reklam t\u00f6vsiy\u0259l\u0259rini nec\u0259 \u015f\u0259xsi t\u0259nziml\u0259yir?<\/h3>\n

    AI ke\u00e7mi\u015f al\u0131\u015flar v\u0259 yerl\u0259\u015fm\u0259 tarix\u00e7\u0259si kimi f\u0259rdi m\u0259lumatlar\u0131 t\u0259hlil ed\u0259r\u0259k reklam t\u00f6vsiy\u0259l\u0259rini \u015f\u0259xsi t\u0259nziml\u0259yir, m\u0259s\u0259l\u0259n, istifad\u0259\u00e7inin sevdiyi m\u0259tb\u0259x \u00fc\u00e7\u00fcn yax\u0131n t\u0259klif t\u00f6vsiy\u0259 etm\u0259k. Bu m\u0259lumat m\u0259rk\u0259zli yana\u015fma aktual\u0131q hissi vasit\u0259sil\u0259 qat\u0131lman\u0131 25% art\u0131ra bil\u0259r.<\/p>\n

    AI reklam optimizasiyas\u0131nda hans\u0131 metrikl\u0259r izl\u0259nm\u0259lidir?<\/h3>\n

    \u018fsas metrikl\u0259r CTR, konversiya nisb\u0259ti, CPA v\u0259 ROAS-\u0131 \u0259hat\u0259 edir. Yerli kontekstd\u0259 geo-x\u00fcsusi g\u00f6st\u0259ri\u015fl\u0259ri v\u0259 ayaq trafiki aidiyy\u0259tini d\u0259 izl\u0259yin ki, kampaniyan\u0131n real t\u0259sirini qiym\u0259tl\u0259ndirin v\u0259 AI modell\u0259rini iterativ olaraq t\u0259kmill\u0259\u015fdirin.<\/p>\n

    Ki\u00e7ik biznesl\u0259r \u00fc\u00e7\u00fcn AI idar\u0259li yerli reklam\u0131 nec\u0259 t\u0259tbiq etm\u0259k?<\/h3>\n

    Ki\u00e7ik biznesl\u0259r Google Ads-in AI x\u00fcsusiyy\u0259tl\u0259ri kimi \u0259l\u00e7atan platformalarla ba\u015flay\u0131 bil\u0259r, \u0259sas m\u0259lumat m\u0259nb\u0259l\u0259rini inteqrasiya ed\u0259r\u0259k v\u0259 ayd\u0131n m\u0259qs\u0259dl\u0259r qoyaraq. M\u00fct\u0259x\u0259ssisl\u0259rl\u0259 m\u0259sl\u0259h\u0259tl\u0259\u015f\u0259r\u0259k \u00fcmumi s\u0259hvl\u0259rd\u0259n qa\u00e7\u0131naraq h\u0259d\u0259fl\u0259m\u0259 v\u0259 b\u00fcdc\u0259l\u0259ndirm\u0259d\u0259 tez q\u0259l\u0259b\u0259l\u0259r \u0259ld\u0259 edin.<\/p>\n

    AI reklam optimizasiyas\u0131n\u0131n \u00e7\u0259tinlikl\u0259ri n\u0259l\u0259rdir?<\/h3>\n

    \u00c7\u0259tinlikl\u0259r m\u0259lumat m\u0259xfiliyy\u0259ti narahatl\u0131qlar\u0131, alqoritm q\u0259r\u0259zliyi v\u0259 inteqrasiya m\u00fcr\u0259kk\u0259bliyini \u0259hat\u0259 edir. Onlar\u0131 h\u0259ll etm\u0259k g\u00fccl\u00fc uy\u011funluq t\u0259dbirl\u0259ri v\u0259 davaml\u0131 t\u0259lim t\u0259l\u0259b edir, yerli bazarlarda istehlak\u00e7\u0131 etimad\u0131n\u0131 quran etik istifad\u0259 t\u0259min edir.<\/p>\n

    Niy\u0259 AI idar\u0259li yerli reklamda ROAS-a fokuslanmal\u0131?<\/h3>\n

    ROAS reklam x\u0259rcl\u0259rind\u0259n birba\u015fa g\u0259liri \u00f6l\u00e7\u00fcr, dar marjalarla i\u015fl\u0259y\u0259n yerli biznesl\u0259r \u00fc\u00e7\u00fcn kritikdir. AI optimizasiyas\u0131 israf\u0131 aradan qald\u0131raraq ROAS-\u0131 ikiqat art\u0131ra bil\u0259r, geni\u015fl\u0259ndirilmi\u015f h\u0259d\u0259fl\u0259m\u0259 v\u0259 ya yarad\u0131c\u0131 test kimi art\u0131m sah\u0259l\u0259rin\u0259 yenid\u0259n investisiya etm\u0259y\u0259 imkan verir.<\/p>\n

    AI yerli reklamda m\u00f6vs\u00fcmi d\u0259yi\u015fiklikl\u0259ri nec\u0259 idar\u0259 edir?<\/h3>\n

    AI m\u00f6vs\u00fcmi d\u0259yi\u015fiklikl\u0259ri tarixi m\u0259lumatlar v\u0259 xarici faktorlardan trendl\u0259ri proqnozla\u015fd\u0131raraq idar\u0259 edir, kampaniyalar\u0131 proaktiv olaraq t\u0259nziml\u0259yir. M\u0259s\u0259l\u0259n, m\u00fcvafiq yerl\u0259rd\u0259 bayram promosyonlar\u0131n\u0131 art\u0131r\u0131r, il boyu sabit performans\u0131<\/a> saxlay\u0131r.<\/p>\n

    Yerli \u015f\u0259raitd\u0259 AI reklam optimizasiyas\u0131 \u00fc\u00e7\u00fcn \u0259n yax\u015f\u0131 al\u0259tl\u0259r hans\u0131lard\u0131r?<\/h3>\n

    T\u00f6vsiy\u0259 olunan al\u0259tl\u0259r Google Ads Smart Bidding, Facebook-un Advantage+ kampaniyalar\u0131 v\u0259 Mixpanel kimi analitika paketl\u0259rini \u0259hat\u0259 edir. Bunlar seqmentasiya v\u0259 t\u0259hlil \u00fc\u00e7\u00fcn daxili AI t\u0259klif edir, geo-fenced yerli strategiyalar \u00fc\u00e7\u00fcn uy\u011funla\u015fd\u0131r\u0131lm\u0131\u015fd\u0131r.<\/p>\n

    AI reklam optimizasiyas\u0131 yerli bazarlarda reklam yor\u011funlu\u011funu azalda bil\u0259rmi?<\/h3>\n

    B\u0259li, qat\u0131lma siqnallar\u0131na \u0259sas\u0259n yarad\u0131c\u0131lar\u0131 v\u0259 tezlikl\u0259ri rotasiya ed\u0259r\u0259k AI reklam yor\u011funlu\u011funu qar\u015f\u0131lad\u0131r, mara\u011f\u0131 saxlay\u0131r. Yerli kampaniyalar izl\u0259yicil\u0259ri h\u0259ddind\u0259n art\u0131q y\u00fckl\u0259m\u0259d\u0259n cavabdeh saxlayan m\u00fcxt\u0259lif mesajla\u015fd\u0131rmadan fayda g\u00f6r\u00fcr.<\/p>\n","protected":false},"excerpt":{"rendered":"

    Yerli bazarlar\u0131n r\u0259qab\u0259tli land\u015faft\u0131nda AI il\u0259 idar\u0259 olunan yerli reklam transformasiya q\u00fcvv\u0259si kimi ortaya \u00e7\u0131x\u0131r v\u0259 biznesl\u0259r\u0259 yax\u0131n istehlak\u00e7\u0131lara d\u0259qiq, vaxt\u0131nda mesajlar \u00e7atd\u0131rma\u011fa imkan verir. Bu yana\u015fma s\u00fcni intellekti b\u00f6y\u00fck veril\u0259nl\u0259r siyah\u0131lar\u0131n\u0131 t\u0259hlil etm\u0259k, istehlak\u00e7\u0131 davran\u0131\u015flar\u0131n\u0131 proqnozla\u015fd\u0131rmaq v\u0259 reklam strategiyalar\u0131n\u0131 \u0259n\u0259n\u0259vi \u00fcsullar\u0131n qar\u015f\u0131laya bilm\u0259diyi \u015f\u0259kild\u0259 t\u0259kmill\u0259\u015fdirm\u0259k \u00fc\u00e7\u00fcn istifad\u0259 edir. \u00d6z mahiyy\u0259tind\u0259 AI reklam optimizasiyas\u0131 ma\u015f\u0131n […]<\/p>\n","protected":false},"author":1,"featured_media":44364,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1181],"tags":[546],"class_list":["post-47878","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-advertising-optimization-2","tag-ai-3"],"acf":[],"_links":{"self":[{"href":"https:\/\/alienroad.com\/az\/wp-json\/wp\/v2\/posts\/47878","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=47878"}],"version-history":[{"count":1,"href":"https:\/\/alienroad.com\/az\/wp-json\/wp\/v2\/posts\/47878\/revisions"}],"predecessor-version":[{"id":47881,"href":"https:\/\/alienroad.com\/az\/wp-json\/wp\/v2\/posts\/47878\/revisions\/47881"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/alienroad.com\/az\/wp-json\/wp\/v2\/media\/44364"}],"wp:attachment":[{"href":"https:\/\/alienroad.com\/az\/wp-json\/wp\/v2\/media?parent=47878"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/alienroad.com\/az\/wp-json\/wp\/v2\/categories?post=47878"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/alienroad.com\/az\/wp-json\/wp\/v2\/tags?post=47878"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}