reklam<\/a> sah\u0259sin\u0259 inteqrasiyas\u0131 sad\u0259c\u0259 avtomatla\u015fd\u0131rmadan k\u0259nara \u00e7\u0131x\u0131r; bu, h\u0259r bir qar\u015f\u0131l\u0131ql\u0131 \u0259laq\u0259nin n\u00f6vb\u0259ti m\u0259rh\u0259l\u0259ni formala\u015fd\u0131rd\u0131\u011f\u0131 m\u0259lumatlara \u0259saslanan bir ekosistemi t\u0259\u015fviq edir. Google Ads v\u0259 Meta kimi platformalar\u0131n s\u0259naye meyarlar\u0131na g\u00f6r\u0259, bu al\u0259tl\u0259ri t\u0259tbiq ed\u0259n biznesl\u0259r g\u00f6r\u00fcn\u00fcrl\u00fck g\u00f6st\u0259ricil\u0259rind\u0259 30%-\u0259 q\u0259d\u0259r yax\u015f\u0131la\u015fma bildirirl\u0259r. Generativ AI onlayn axtar\u0131\u015flar\u0131n 50%-d\u0259n \u00e7oxuna t\u0259sir etm\u0259y\u0259 davam etdikc\u0259, AI reklam optimizasiyas\u0131n\u0131 m\u0259nims\u0259m\u0259k r\u0259qab\u0259t \u00fcst\u00fcnl\u00fcy\u00fc \u00fc\u00e7\u00fcn vacib olur. Bu icmal g\u00f6r\u00fcn\u00fcrl\u00fck \u00e7\u0259tinlikl\u0259rini b\u00f6y\u00fcm\u0259 imkanlar\u0131na \u00e7evir\u0259n x\u00fcsusi al\u0259tl\u0259ri v\u0259 strategiyalar\u0131 ara\u015fd\u0131rmaq \u00fc\u00e7\u00fcn z\u0259min yarad\u0131r.<\/p>\nAI Reklam Optimizasiyas\u0131n\u0131n \u018fsas Prinsipl\u0259ri<\/h2>\nAI il\u0259 \u0130dar\u0259 Olunan H\u0259d\u0259fl\u0259m\u0259 Mexanizml\u0259rini Anlamaq<\/h3>\n
AI reklam optimizasiyas\u0131 \u0259sas\u0259n istifad\u0259\u00e7i davran\u0131\u015f\u0131 n\u00fcmun\u0259l\u0259rini t\u0259hlil ed\u0259n m\u00fcr\u0259kk\u0259b h\u0259d\u0259fl\u0259m\u0259 mexanizml\u0259rin\u0259 \u0259saslan\u0131r. Bu sisteml\u0259r sor\u011fu kontekstl\u0259rini \u015f\u0259rh etm\u0259k \u00fc\u00e7\u00fcn t\u0259bii dil emal\u0131ndan istifad\u0259 edir v\u0259 reklamlar\u0131n generativ AI-nin cavab generasiyas\u0131 il\u0259 uy\u011funla\u015fmas\u0131n\u0131 t\u0259min edir. M\u0259s\u0259l\u0259n, fitnes avadanl\u0131\u011f\u0131 satan bir e-ticar\u0259t brendi, istifad\u0259\u00e7i niyy\u0259tin\u0259 uy\u011fun semantik a\u00e7ar s\u00f6zl\u0259ri daxil ed\u0259r\u0259k, sa\u011flaml\u0131qla ba\u011fl\u0131 sor\u011fulara veril\u0259n AI cavablar\u0131nda g\u00f6r\u00fcnm\u0259k \u00fc\u00e7\u00fcn reklamlar\u0131 optimalla\u015fd\u0131ra bil\u0259r.<\/p>\n
F\u0259rdil\u0259\u015fdirilmi\u015f reklam t\u0259klifl\u0259ri bu prosesin t\u0259m\u0259l da\u015f\u0131n\u0131 t\u0259\u015fkil edir. AI, f\u0259rdil\u0259\u015fdirilmi\u015f kreativl\u0259r yaratmaq \u00fc\u00e7\u00fcn bax\u0131\u015f tarixi v\u0259 demoqrafik profill\u0259r kimi auditoriya m\u0259lumatlar\u0131n\u0131 t\u0259hlil edir. Google-un Performance Max kimi bir al\u0259t, real d\u00fcnya t\u0259tbiqi m\u0259lumatlar\u0131na \u0259saslanaraq klik nisb\u0259tl\u0259rini orta hesabla 15% art\u0131ran reklam variantlar\u0131n\u0131 t\u0259klif etm\u0259k \u00fc\u00e7\u00fcn proqnozla\u015fd\u0131r\u0131c\u0131 modell\u0259\u015fdirm\u0259d\u0259n istifad\u0259 edir. Bu f\u0259rdil\u0259\u015fdirm\u0259 t\u0259kc\u0259 aktuall\u0131\u011f\u0131 art\u0131rm\u0131r, h\u0259m d\u0259 reklamlar\u0131n AI n\u0259tic\u0259l\u0259rind\u0259 \u00fcst\u00fcnl\u00fck t\u0259\u015fkil etm\u0259 ehtimal\u0131n\u0131 art\u0131r\u0131r.<\/p>\n
Generativ AI Ekosisteml\u0259ri il\u0259 \u0130nteqrasiya<\/h3>\n
Generativ AI m\u00fchitl\u0259rind\u0259 inki\u015faf etm\u0259k \u00fc\u00e7\u00fcn optimizasiya al\u0259tl\u0259ri ChatGPT v\u0259 ya axtar\u0131\u015f sisteml\u0259ri kimi platformalarla q\u00fcsursuz \u015f\u0259kild\u0259 inteqrasiya olunmal\u0131d\u0131r. Bu, kampaniya m\u0259lumatlar\u0131n\u0131 AI modell\u0259rin\u0259 \u00f6t\u00fcr\u0259n v\u0259 real vaxt rejimind\u0259 t\u0259kmill\u0259\u015fdirm\u0259l\u0259r\u0259 imkan ver\u0259n API ba\u011flant\u0131lar\u0131n\u0131 \u0259hat\u0259 edir. Reklamver\u0259nl\u0259r, m\u0259zmunlar\u0131n\u0131n AI cavablar\u0131n\u0131n n\u0259qliyyat ax\u0131n\u0131na uy\u011funla\u015fd\u0131r\u0131lmas\u0131 n\u0259tic\u0259sind\u0259 artan g\u00f6r\u00fcn\u00fcrl\u00fckd\u0259n faydalan\u0131rlar ki, bu da \u00e7ox vaxt \u00fczvi \u0259hat\u0259 dair\u0259sind\u0259 20% art\u0131ma s\u0259b\u0259b olur.<\/p>\n
Konkret g\u00f6st\u0259ricil\u0259r d\u0259y\u0259ri vur\u011fulay\u0131r: Forrester Research-\u0259 g\u00f6r\u0259, AI al\u0259tl\u0259ri vasit\u0259sil\u0259 optimalla\u015fd\u0131r\u0131lm\u0131\u015f kampaniyalar, \u0259l il\u0259 edil\u0259n s\u0259yl\u0259rl\u0259 m\u00fcqayis\u0259d\u0259 25% daha y\u00fcks\u0259k reklam x\u0259rcl\u0259rinin g\u0259lirliliyini (ROAS) \u0259ld\u0259 edir. Strategiyalara, davaml\u0131 g\u00f6r\u00fcn\u00fcrl\u00fck qazanclar\u0131n\u0131 t\u0259min etm\u0259k \u00fc\u00e7\u00fcn y\u00fcks\u0259k performansl\u0131 variantlar\u0131 m\u00fc\u0259yy\u0259n etm\u0259k m\u0259qs\u0259dil\u0259 AI t\u0259r\u0259find\u0259n simulyasiya edilmi\u015f ssenaril\u0259rd\u0259 reklam yerl\u0259\u015fdirm\u0259l\u0259rinin A\/B testi daxildir.<\/p>\n
AI Reklam\u00e7\u0131l\u0131\u011f\u0131nda Real Vaxt Performans T\u0259hlili<\/h2>\nD\u0259rhal Anlay\u0131\u015flar \u00fc\u00e7\u00fcn M\u0259lumat Ax\u0131nlar\u0131ndan \u0130stifad\u0259<\/h3>\n
Real vaxt performans t\u0259hlili, reklamver\u0259nl\u0259r\u0259 kampaniyalar\u0131 d\u0259rhal izl\u0259m\u0259y\u0259 v\u0259 t\u0259nziml\u0259m\u0259y\u0259 imkan ver\u0259n AI reklam optimizasiyas\u0131n\u0131n kritik bir komponentidir. AI al\u0259tl\u0259ri, anomaliyalar\u0131 v\u0259 imkanlar\u0131 vur\u011fulayan idar\u0259etm\u0259 panell\u0259ri t\u0259min etm\u0259k \u00fc\u00e7\u00fcn t\u0259\u0259ss\u00fcrat qeydl\u0259ri v\u0259 c\u0259lbedicilik siqnallar\u0131 daxil olmaqla, \u00e7oxsayl\u0131 m\u0259nb\u0259l\u0259rd\u0259n m\u0259lumatlar\u0131 toplay\u0131r. Bu d\u0259rhal reaksiya, b\u00fcdc\u0259nin z\u0259if performans g\u00f6st\u0259r\u0259n reklamlara s\u0259rf olunmas\u0131n\u0131n qar\u015f\u0131s\u0131n\u0131 al\u0131r v\u0259 yaranan tendensiyalardan istifad\u0259 edir.<\/p>\n
M\u0259s\u0259l\u0259n, Adobe Sensei kimi platformalar istifad\u0259\u00e7i \u0259hval-ruhiyy\u0259sind\u0259ki d\u0259yi\u015fiklikl\u0259ri saniy\u0259l\u0259r \u0259rzind\u0259 a\u015fkar etm\u0259k \u00fc\u00e7\u00fcn ma\u015f\u0131n \u00f6yr\u0259nm\u0259sind\u0259n istifad\u0259 edir, bu da reklam\u0131n \u00e7atd\u0131r\u0131lmas\u0131n\u0131n avtomatik dayand\u0131r\u0131lmas\u0131na v\u0259 ya art\u0131r\u0131lmas\u0131na imkan verir. Bel\u0259 t\u0259hlild\u0259n istifad\u0259 ed\u0259n biznesl\u0259r, q\u0259rarlar\u0131n d\u00f6vri hesabatlar \u0259v\u0259zin\u0259 canl\u0131 m\u0259lumatlara \u0259sasland\u0131\u011f\u0131 \u00fc\u00e7\u00fcn \u0259ld\u0259etm\u0259 x\u0259rcl\u0259rind\u0259 40% azalma bildirirl\u0259r.<\/p>\n
Qabaqc\u0131l G\u00f6st\u0259ricil\u0259r v\u0259 Proqnozla\u015fd\u0131r\u0131c\u0131 Analitika<\/h3>\n
Klik v\u0259 t\u0259\u0259ss\u00fcratlar kimi \u0259sas g\u00f6st\u0259ricil\u0259rd\u0259n k\u0259nara \u00e7\u0131xan real vaxt t\u0259hlili, kampaniya n\u0259tic\u0259l\u0259rini proqnozla\u015fd\u0131rmaq \u00fc\u00e7\u00fcn proqnozla\u015fd\u0131r\u0131c\u0131 analitikan\u0131 \u00f6z\u00fcnd\u0259 birl\u0259\u015fdirir. AI modell\u0259ri, generativ AI cavablar\u0131nda g\u00f6r\u00fcn\u00fcrl\u00fcy\u00fc proqnozla\u015fd\u0131rmaq \u00fc\u00e7\u00fcn trafik m\u0259nb\u0259l\u0259ri v\u0259 cihaz n\u00f6vl\u0259ri kimi amill\u0259ri qiym\u0259tl\u0259ndirir. Praktiki bir n\u00fcmun\u0259: AI al\u0259ti m\u00f6vs\u00fcmi hadis\u0259l\u0259rl\u0259 ba\u011fl\u0131 sor\u011fu h\u0259cminin art\u0131m\u0131n\u0131 t\u0259hlil ed\u0259, \u0259n yax\u015f\u0131 yerl\u0259\u015fdirm\u0259l\u0259ri t\u0259min etm\u0259k \u00fc\u00e7\u00fcn t\u0259klifl\u0259ri t\u0259nziml\u0259y\u0259 v\u0259 konversiya nisb\u0259tl\u0259rini 18% art\u0131ra bil\u0259r.<\/p>\n
ROAS-\u0131 art\u0131rmaq \u00fc\u00e7\u00fcn strategiyalara, komandalar\u0131n proaktiv \u015f\u0259kild\u0259 cavab verm\u0259sini t\u0259min ed\u0259n performans x\u0259b\u0259rdarl\u0131qlar\u0131 \u00fc\u00e7\u00fcn dinamik h\u0259dl\u0259rin t\u0259yin edilm\u0259si daxildir. Bu yana\u015fma t\u0259kc\u0259 cari s\u0259yl\u0259ri t\u0259kmill\u0259\u015fdirmir, h\u0259m d\u0259 g\u0259l\u0259c\u0259k optimizasiyalar \u00fc\u00e7\u00fcn anlay\u0131\u015flar bazas\u0131 yarad\u0131r.<\/p>\n
AI t\u0259r\u0259find\u0259n G\u00fccl\u0259ndirilmi\u015f Auditoriya Seqmentasiyas\u0131<\/h2>\nDavran\u0131\u015f Klasterl\u0259\u015fdirm\u0259si vasit\u0259sil\u0259 D\u0259qiq H\u0259d\u0259fl\u0259m\u0259<\/h3>\n
AI reklam optimizasiyas\u0131nda auditoriya seqmentasiyas\u0131, istifad\u0259\u00e7il\u0259ri inc\u0259 davran\u0131\u015flar v\u0259 se\u00e7iml\u0259r \u0259sas\u0131nda qrupla\u015fd\u0131rmaq \u00fc\u00e7\u00fcn klasterl\u0259\u015fdirm\u0259 alqoritml\u0259rind\u0259n istifad\u0259 edir. \u018fn\u0259n\u0259vi demoqrafiyadan f\u0259rqli olaraq, AI ax\u015fam saatlar\u0131nda ekoloji c\u0259h\u0259td\u0259n t\u0259miz m\u0259zmunla maraqlanan istifad\u0259\u00e7il\u0259r kimi mikro-seqmentl\u0259ri \u00fcz\u0259 \u00e7\u0131xar\u0131r. Bu qranulyarl\u0131q reklamlar\u0131n q\u0259buledici auditoriyaya \u00e7atmas\u0131n\u0131 t\u0259min edir v\u0259 f\u0259rdil\u0259\u015fdirilmi\u015f AI cavablar\u0131nda g\u00f6r\u00fcn\u00fcrl\u00fcy\u00fc art\u0131r\u0131r.<\/p>\n
Oracle-\u0131n AI platformas\u0131 kimi al\u0259tl\u0259r, f\u0259rdil\u0259\u015fdirilmi\u015f reklam m\u0259zmunu t\u0259klif etm\u0259k \u00fc\u00e7\u00fcn qar\u015f\u0131l\u0131ql\u0131 \u0259laq\u0259 m\u0259lumatlar\u0131ndan istifad\u0259 ed\u0259r\u0259k, zamanla seqmentl\u0259ri t\u0259kmill\u0259\u015fdirm\u0259k \u00fc\u00e7\u00fcn g\u00fccl\u0259ndirici \u00f6yr\u0259nm\u0259d\u0259n istifad\u0259 edir. N\u0259tic\u0259l\u0259r g\u00f6st\u0259rir ki, seqmentl\u0259\u015fdirilmi\u015f kampaniyalar 35% daha y\u00fcks\u0259k c\u0259lbedicilik nisb\u0259tl\u0259ri verir, f\u0259rdil\u0259\u015fdirilmi\u015f t\u0259klifl\u0259r is\u0259 a\u00e7\u0131lma nisb\u0259tl\u0259rini 22% art\u0131r\u0131r.<\/p>\n
Etik M\u00fclahiz\u0259l\u0259r v\u0259 M\u0259lumat M\u0259xfiliyi<\/h3>\n
G\u00fccl\u00fc olsa da, AI seqmentasiyas\u0131 GDPR kimi m\u0259xfilik qaydalar\u0131na riay\u0259t etm\u0259lidir. Optimizasiya al\u0259tl\u0259ri istifad\u0259\u00e7i m\u0259lumatlar\u0131n\u0131 qorumaq \u00fc\u00e7\u00fcn anoniml\u0259\u015fdirm\u0259 texnikalar\u0131n\u0131 \u00f6z\u00fcnd\u0259 birl\u0259\u015fdirir, s\u0259m\u0259r\u0259liliyi uy\u011funluqla tarazla\u015fd\u0131r\u0131r. Strategiyalara, etimad\u0131 g\u00fccl\u0259ndir\u0259n v\u0259 c\u0259rim\u0259 riski olmadan uzunm\u00fcdd\u0259tli g\u00f6r\u00fcn\u00fcrl\u00fcy\u00fc saxlayan raz\u0131l\u0131\u011fa \u0259saslanan m\u0259lumatlar\u0131n toplanmas\u0131 daxildir.<\/p>\n
AI Strategiyalar\u0131 vasit\u0259sil\u0259 Konversiya Nisb\u0259tinin Yax\u015f\u0131la\u015fd\u0131r\u0131lmas\u0131<\/h2>\nDaha Y\u00fcks\u0259k Konversiyalar \u00fc\u00e7\u00fcn Hunil\u0259rin Optimizasiyas\u0131<\/h3>\n
Konversiya nisb\u0259tinin yax\u015f\u0131la\u015fd\u0131r\u0131lmas\u0131, AI-nin b\u00fct\u00fcn m\u00fc\u015ft\u0259ri s\u0259yah\u0259tini x\u0259rit\u0259l\u0259ndirm\u0259k v\u0259 optimalla\u015fd\u0131rmaq qabiliyy\u0259tind\u0259n as\u0131l\u0131d\u0131r. Al\u0259tl\u0259r, t\u0259kmill\u0259\u015fdirm\u0259l\u0259r t\u0259klif etm\u0259k \u00fc\u00e7\u00fcn istilik x\u0259rit\u0259l\u0259ri v\u0259 sessiya qeydl\u0259rind\u0259n istifad\u0259 ed\u0259r\u0259k reklam hunil\u0259rind\u0259ki s\u00fcrt\u00fcnm\u0259 n\u00f6qt\u0259l\u0259rini m\u00fc\u0259yy\u0259n edir. Generativ AI g\u00f6r\u00fcn\u00fcrl\u00fcy\u00fc \u00fc\u00e7\u00fcn bu, istifad\u0259\u00e7il\u0259ri al\u0131\u015f-veri\u015f\u0259 y\u00f6n\u0259ld\u0259r\u0259k, AI t\u0259r\u0259find\u0259n t\u00f6vsiy\u0259 olunan yollarla uy\u011funla\u015fan h\u0259r\u0259k\u0259t\u0259 \u00e7a\u011f\u0131r\u0131\u015flar (CTA) haz\u0131rlamaq dem\u0259kdir.<\/p>\n
Bir n\u00fcmun\u0259: Amazon-un reklam d\u0259sti, reklam klikind\u0259n sonra a\u00e7\u0131l\u0131\u015f s\u0259hif\u0259l\u0259rini f\u0259rdil\u0259\u015fdirm\u0259k \u00fc\u00e7\u00fcn AI t\u0259tbiq edir v\u0259 n\u0259tic\u0259d\u0259 28% konversiya art\u0131m\u0131 \u0259ld\u0259 edilir. Huni t\u0259rk etm\u0259 nisb\u0259tl\u0259ri kimi g\u00f6st\u0259ricil\u0259r \u0259h\u0259miyy\u0259tli d\u0259r\u0259c\u0259d\u0259 azal\u0131r, optimalla\u015fd\u0131r\u0131lm\u0131\u015f ssenaril\u0259rd\u0259 ROAS 5:1 nisb\u0259tin\u0259 q\u0259d\u0259r y\u00fcks\u0259lir.<\/p>\n
ROAS Art\u0131r\u0131lmas\u0131 \u00fc\u00e7\u00fcn Taktikalar<\/h3>\n
Konversiyalar\u0131 v\u0259 ROAS-\u0131 art\u0131rmaq \u00fc\u00e7\u00fcn strategiyalara, qalibl\u0259ri m\u00fc\u0259yy\u0259n etm\u0259k \u00fc\u00e7\u00fcn minl\u0259rl\u0259 variasiyan\u0131 simulyasiya ed\u0259n AI t\u0259r\u0259find\u0259n d\u0259st\u0259kl\u0259n\u0259n \u00e7oxd\u0259yi\u015f\u0259nli test daxildir. Klikd\u0259n sonrak\u0131 t\u0259cr\u00fcb\u0259l\u0259r\u0259 diqq\u0259t yetir\u0259n reklamver\u0259nl\u0259r, alt\u0131 ay \u0259rzind\u0259 orta hesabla 50% ROAS art\u0131m\u0131 il\u0259 davaml\u0131 qazanclar g\u00f6r\u00fcrl\u0259r. \u0130stifad\u0259\u00e7i r\u0259y d\u00f6vr\u0259l\u0259rinin daxil edilm\u0259si bu taktikalar\u0131 daha da t\u0259kmill\u0259\u015fdirir v\u0259 inki\u015faf ed\u0259n AI m\u0259nz\u0259r\u0259l\u0259rin\u0259 uy\u011funla\u015fman\u0131 t\u0259min edir.<\/p>\n
AI Ekosisteml\u0259rind\u0259 Avtomatla\u015fd\u0131r\u0131lm\u0131\u015f B\u00fcdc\u0259 \u0130dar\u0259etm\u0259si<\/h2>\nDinamik B\u00f6l\u00fc\u015fd\u00fcrm\u0259 Alqoritml\u0259ri<\/h3>\n
Avtomatla\u015fd\u0131r\u0131lm\u0131\u015f b\u00fcdc\u0259 idar\u0259etm\u0259si, v\u0259saitl\u0259ri proqnozla\u015fd\u0131r\u0131lan performansa \u0259sas\u0259n b\u00f6l\u00fc\u015fd\u00fcrm\u0259kl\u0259 AI reklam optimizasiyas\u0131n\u0131 inqilab edir. AI alqoritml\u0259ri, a\u015fa\u011f\u0131 g\u00f6r\u00fcn\u00fcrl\u00fckl\u00fc yerl\u0259\u015fdirm\u0259l\u0259r\u0259 h\u0259ddind\u0259n art\u0131q x\u0259rcl\u0259nm\u0259nin qar\u015f\u0131s\u0131n\u0131 alaraq, b\u00fcdc\u0259l\u0259ri y\u00fcks\u0259k ROI kanallar\u0131na y\u00f6n\u0259ltm\u0259k \u00fc\u00e7\u00fcn real vaxt m\u0259lumatlar\u0131n\u0131 qiym\u0259tl\u0259ndirir. Bu avtomatla\u015fd\u0131rma, strategiya m\u00fct\u0259x\u0259ssisl\u0259rin\u0259 s\u0259m\u0259r\u0259liliyi qoruyark\u0259n yarad\u0131c\u0131 aspektl\u0259r\u0259 diqq\u0259t yetirm\u0259y\u0259 imkan verir.<\/p>\n
M\u0259s\u0259l\u0259n, Microsoft Advertising-in AI al\u0259tl\u0259ri pik vaxtlarda t\u0259klifl\u0259ri avtomatik t\u0259nziml\u0259yir v\u0259 30% daha yax\u015f\u0131 b\u00fcdc\u0259 istifad\u0259sin\u0259 nail olur. Konkret m\u0259lumatlar: avtomatla\u015fd\u0131rma il\u0259 kampaniyalar konversiya ba\u015f\u0131na 25% daha a\u015fa\u011f\u0131 x\u0259rcl\u0259r g\u00f6st\u0259rir ki, bu da birba\u015fa g\u0259lirliliy\u0259 t\u0259sir edir.<\/p>\n
Generativ AI G\u00f6r\u00fcn\u00fcrl\u00fcy\u00fc \u00fc\u00e7\u00fcn Miqyaslama<\/h3>\n
Effektiv \u015f\u0259kild\u0259 miqyaslamaq \u00fc\u00e7\u00fcn b\u00fcdc\u0259 al\u0259tl\u0259rini generativ AI platformalar\u0131ndan olan g\u00f6r\u00fcn\u00fcrl\u00fck g\u00f6st\u0259ricil\u0259ri il\u0259 inteqrasiya edin. Bu, resurslar\u0131n n\u00fcfuzlu m\u0259qal\u0259l\u0259r v\u0259 ya videolar kimi AI cavablar\u0131nda yax\u015f\u0131 performans g\u00f6st\u0259r\u0259n m\u0259zmunla uy\u011funla\u015fmas\u0131n\u0131 t\u0259min edir. Uzunm\u00fcdd\u0259tli perspektivd\u0259 bu, miqyasl\u0131 kampaniyalar\u0131n 40% g\u00f6r\u00fcn\u00fcrl\u00fck art\u0131m\u0131 bildirm\u0259si il\u0259 eksponensial b\u00f6y\u00fcm\u0259y\u0259 g\u0259tirib \u00e7\u0131xar\u0131r.<\/p>\n
AI Reklam Optimizasiyas\u0131nda G\u0259l\u0259c\u0259k \u0130stiqam\u0259tl\u0259r<\/h2>\n
\u0130r\u0259liy\u0259 baxd\u0131qda, AI reklam optimizasiyas\u0131 \u015f\u0259ffaf izl\u0259m\u0259 \u00fc\u00e7\u00fcn k\u0259nar hesablama (edge computing) v\u0259 blok\u00e7eyn kimi yeni texnologiyalarla inteqrasiyas\u0131n\u0131 d\u0259rinl\u0259\u015fdir\u0259c\u0259k. Biznesl\u0259r etik v\u0259 innovativ t\u0259cr\u00fcb\u0259l\u0259ri t\u0259min ed\u0259r\u0259k, AI anlay\u0131\u015flar\u0131n\u0131 insan n\u0259zar\u0259ti il\u0259 birl\u0259\u015fdir\u0259n hibrid modell\u0259r\u0259 investisiya qoyaraq haz\u0131rla\u015fmal\u0131d\u0131rlar. Generativ AI inki\u015faf etdikc\u0259, al\u0259tl\u0259r m\u0259tn, \u015f\u0259kil v\u0259 videonu vahid g\u00f6r\u00fcn\u00fcrl\u00fck \u00fc\u00e7\u00fcn qar\u0131\u015fd\u0131raraq multimodal m\u0259zmun optimizasiyas\u0131na \u00fcst\u00fcnl\u00fck ver\u0259c\u0259k.<\/p>\n
Trayektoriya, AI-nin t\u0259kc\u0259 f\u0259rdi se\u00e7iml\u0259ri deyil, h\u0259m d\u0259 kollektiv tendensiyalar\u0131 proqnozla\u015fd\u0131rd\u0131\u011f\u0131 miqyasda hiper-f\u0259rdil\u0259\u015fdirm\u0259y\u0259 do\u011fru y\u00f6n\u0259lir. Erk\u0259n istifad\u0259\u00e7il\u0259r axtar\u0131\u015f m\u0259nz\u0259r\u0259l\u0259rin\u0259 hakim olacaqlar, 2025-ci il\u0259 q\u0259d\u0259r reklam b\u00fcdc\u0259l\u0259rinin 60%-nin AI t\u0259r\u0259find\u0259n optimalla\u015fd\u0131r\u0131lm\u0131\u015f kanallara ayr\u0131lmas\u0131 proqnozla\u015fd\u0131r\u0131l\u0131r. Bu g\u0259l\u0259c\u0259yi idar\u0259 etm\u0259k \u00fc\u00e7\u00fcn strateji icra davaml\u0131 \u00f6yr\u0259nm\u0259 v\u0259 uy\u011funla\u015fma t\u0259l\u0259b edir.<\/p>\n
Bu sah\u0259d\u0259, Alien Road m\u00fc\u0259ssis\u0259l\u0259ri AI reklam optimizasiyas\u0131 vasit\u0259sil\u0259 istiqam\u0259tl\u0259ndir\u0259n apar\u0131c\u0131 m\u0259sl\u0259h\u0259t\u00e7i kimi \u00e7\u0131x\u0131\u015f edir. M\u00fct\u0259x\u0259ssisl\u0259rimiz, generativ AI cavablar\u0131nda g\u00f6r\u00fcn\u00fcrl\u00fcy\u00fcn\u00fcz\u00fc art\u0131rmaq \u00fc\u00e7\u00fcn 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\u0259etm\u0259sind\u0259n istifad\u0259 ed\u0259n f\u0259rdil\u0259\u015fdirilmi\u015f strategiyalar t\u0259qdim edir. H\u0259rt\u0259r\u0259fli m\u0259sl\u0259h\u0259t \u00fc\u00e7\u00fcn bu g\u00fcn biziml\u0259 \u0259m\u0259kda\u015fl\u0131q edin v\u0259 reklam s\u0259yl\u0259rinizin tam potensial\u0131n\u0131 a\u00e7\u0131n.<\/p>\n
Generativ AI cavablar\u0131nda g\u00f6r\u00fcn\u00fcrl\u00fcy\u00fc art\u0131rmaq \u00fc\u00e7\u00fcn AI optimizasiya al\u0259tl\u0259ri haqq\u0131nda tez-tez veril\u0259n suallar<\/h2>\nGenerativ AI g\u00f6r\u00fcn\u00fcrl\u00fcy\u00fc \u00fc\u00e7\u00fcn AI optimizasiya al\u0259tl\u0259ri n\u0259dir?<\/h3>\n
Generativ AI cavablar\u0131nda g\u00f6r\u00fcn\u00fcrl\u00fcy\u00fc art\u0131rmaq \u00fc\u00e7\u00fcn AI optimizasiya al\u0259tl\u0259ri, reklam kampaniyalar\u0131n\u0131 t\u0259kmill\u0259\u015fdirm\u0259k \u00fc\u00e7\u00fcn ma\u015f\u0131n \u00f6yr\u0259nm\u0259sind\u0259n istifad\u0259 ed\u0259n proqram platformalar\u0131d\u0131r. Onlar reklamlar\u0131n AI t\u0259r\u0259find\u0259n yarad\u0131lan n\u0259tic\u0259l\u0259rd\u0259 qabar\u0131q \u015f\u0259kild\u0259 g\u00f6r\u00fcnm\u0259sini t\u0259min etm\u0259k \u00fc\u00e7\u00fcn m\u0259zmunun aktuall\u0131\u011f\u0131n\u0131, istifad\u0259\u00e7i niyy\u0259tini v\u0259 performans m\u0259lumatlar\u0131n\u0131 t\u0259hlil edir, h\u0259d\u0259fl\u0259nmi\u015f v\u0259 uy\u011funla\u015fan strategiyalar vasit\u0259sil\u0259 brendin m\u0259ruz qalmas\u0131n\u0131 art\u0131r\u0131r.<\/p>\n
AI reklam optimizasiyas\u0131 nec\u0259 i\u015fl\u0259yir?<\/h3>\n
AI reklam optimizasiyas\u0131, istifad\u0259\u00e7i qar\u015f\u0131l\u0131ql\u0131 \u0259laq\u0259l\u0259rind\u0259 v\u0259 AI alqoritml\u0259rind\u0259 n\u00fcmun\u0259l\u0259ri m\u00fc\u0259yy\u0259n etm\u0259k \u00fc\u00e7\u00fcn b\u00f6y\u00fck veril\u0259nl\u0259r d\u0259stl\u0259rini emal etm\u0259kl\u0259 i\u015fl\u0259yir. O, h\u0259d\u0259fl\u0259m\u0259 v\u0259 t\u0259klif verm\u0259 kimi reklam elementl\u0259rin\u0259 edil\u0259n d\u00fcz\u0259li\u015fl\u0259ri avtomatla\u015fd\u0131r\u0131r, generativ AI-nin y\u00fcks\u0259k keyfiyy\u0259tli, aktual m\u0259zmuna \u00fcst\u00fcnl\u00fck verm\u0259si il\u0259 uy\u011funlu\u011fu t\u0259min edir, n\u0259tic\u0259d\u0259 yerl\u0259\u015fdirm\u0259 v\u0259 c\u0259lbedicilik yax\u015f\u0131la\u015f\u0131r.<\/p>\n
AI reklam optimizasiyas\u0131nda real vaxt performans t\u0259hlili niy\u0259 vacibdir?<\/h3>\n
Real vaxt performans t\u0259hlili vacibdir, \u00e7\u00fcnki o, kampaniya s\u0259m\u0259r\u0259sizlikl\u0259rinin d\u0259rhal a\u015fkar edilm\u0259sin\u0259 v\u0259 d\u00fcz\u0259ldilm\u0259sin\u0259 imkan verir. Dinamik generativ AI m\u00fchitl\u0259rind\u0259 bu, resurslar\u0131n y\u00fcks\u0259k performansl\u0131 aktivl\u0259r\u0259 ayr\u0131lmas\u0131n\u0131 t\u0259min edir, g\u00f6r\u00fcn\u00fcrl\u00fck itkisinin qar\u015f\u0131s\u0131n\u0131 al\u0131r v\u0259 klik nisb\u0259tl\u0259ri kimi g\u00f6st\u0259ricil\u0259ri 20%-\u0259 q\u0259d\u0259r art\u0131r\u0131r.<\/p>\n
Auditoriya seqmentasiyas\u0131 AI reklam\u00e7\u0131l\u0131\u011f\u0131nda hans\u0131 faydalar\u0131 t\u0259min edir?<\/h3>\n
AI reklam\u00e7\u0131l\u0131\u011f\u0131nda auditoriya seqmentasiyas\u0131, davran\u0131\u015f v\u0259 se\u00e7iml\u0259r\u0259 \u0259sas\u0259n istifad\u0259\u00e7i qruplar\u0131n\u0131n d\u0259qiq h\u0259d\u0259fl\u0259nm\u0259sin\u0259 imkan verir, bu da daha aktual reklamlara g\u0259tirib \u00e7\u0131xar\u0131r. Bu f\u0259rdil\u0259\u015fdirm\u0259 generativ AI cavablar\u0131nda c\u0259lbediciliyi art\u0131r\u0131r, t\u0259dqiqatlar seqmentl\u0259\u015fdirilmi\u015f kampaniyalar \u00fc\u00e7\u00fcn geni\u015f h\u0259d\u0259fl\u0259m\u0259 il\u0259 m\u00fcqayis\u0259d\u0259 30% daha y\u00fcks\u0259k konversiya nisb\u0259tl\u0259ri g\u00f6st\u0259rir.<\/p>\n
AI reklam\u00e7\u0131l\u0131qda konversiya nisb\u0259tl\u0259rini nec\u0259 yax\u015f\u0131la\u015fd\u0131ra bil\u0259r?<\/h3>\n
AI, proqnozla\u015fd\u0131r\u0131c\u0131 modell\u0259\u015fdirm\u0259 v\u0259 A\/B testi vasit\u0259sil\u0259 istifad\u0259\u00e7i s\u0259yah\u0259tini optimalla\u015fd\u0131raraq konversiya nisb\u0259tl\u0259rini yax\u015f\u0131la\u015fd\u0131r\u0131r. O, t\u0259rk etm\u0259 n\u00f6qt\u0259l\u0259rini m\u00fc\u0259yy\u0259n edir v\u0259 konversiyalar\u0131 25% art\u0131ra bil\u0259n, generativ AI kontekstl\u0259rind\u0259 daha yax\u015f\u0131 ROAS-a birba\u015fa t\u00f6hf\u0259 ver\u0259n f\u0259rdil\u0259\u015fdirilmi\u015f a\u00e7\u0131l\u0131\u015f s\u0259hif\u0259l\u0259ri kimi uy\u011funla\u015fd\u0131r\u0131lm\u0131\u015f m\u0259zmun t\u0259klif edir.<\/p>\n
AI optimizasiyas\u0131nda avtomatla\u015fd\u0131r\u0131lm\u0131\u015f b\u00fcdc\u0259 idar\u0259etm\u0259si n\u0259dir?<\/h3>\n
Avtomatla\u015fd\u0131r\u0131lm\u0131\u015f b\u00fcdc\u0259 idar\u0259etm\u0259si, performans proqnozlar\u0131na \u0259sas\u0259n reklam x\u0259rcl\u0259rini dinamik \u015f\u0259kild\u0259 b\u00f6l\u00fc\u015fd\u00fcr\u0259n AI alqoritml\u0259rini \u0259hat\u0259 edir. Bu, real vaxt rejimind\u0259 v\u0259saitl\u0259rin s\u0259m\u0259r\u0259li istifad\u0259sini t\u0259min edir, generativ AI cavablar\u0131nda g\u00f6r\u00fcn\u00fcrl\u00fcy\u00fc maksimuma \u00e7atd\u0131ran v\u0259 israf\u00e7\u0131 x\u0259rcl\u0259ri orta hesabla 35% azaldan kanallara diqq\u0259t yetirir.<\/p>\n
Generativ AI cavab g\u00f6r\u00fcn\u00fcrl\u00fcy\u00fc \u00fc\u00e7\u00fcn niy\u0259 AI al\u0259tl\u0259ri se\u00e7ilm\u0259lidir?<\/h3>\n
AI al\u0259tl\u0259ri generativ AI cavab g\u00f6r\u00fcn\u00fcrl\u00fcy\u00fcnd\u0259 \u00fcst\u00fcnd\u00fcr, \u00e7\u00fcnki onlar alqoritmik d\u0259yi\u015fiklikl\u0259r\u0259 \u0259l il\u0259 edil\u0259n metodlardan daha s\u00fcr\u0259tli uy\u011funla\u015f\u0131rlar. Onlar proaktiv optimizasiya \u00fc\u00e7\u00fcn m\u0259lumat anlay\u0131\u015flar\u0131ndan istifad\u0259 edir, bu da davaml\u0131 \u0259n yax\u015f\u0131 yerl\u0259\u015fdirm\u0259l\u0259r\u0259 v\u0259 AI t\u0259r\u0259find\u0259n idar\u0259 olunan axtar\u0131\u015f ekosisteml\u0259rind\u0259 r\u0259qab\u0259t \u00fcst\u00fcnl\u00fcy\u00fcn\u0259 g\u0259tirib \u00e7\u0131xar\u0131r.<\/p>\n
F\u0259rdil\u0259\u015fdirilmi\u015f reklam t\u0259klifl\u0259ri kampaniyalar\u0131 nec\u0259 art\u0131r\u0131r?<\/h3>\n
Auditoriya m\u0259lumatlar\u0131n\u0131n t\u0259hlilind\u0259n \u0259ld\u0259 edil\u0259n f\u0259rdil\u0259\u015fdirilmi\u015f reklam t\u0259klifl\u0259ri, reklamlar\u0131 f\u0259rdi istifad\u0259\u00e7il\u0259rl\u0259 daha \u00e7ox rezonans do\u011furur. Generativ AI-d\u0259 bu aktuall\u0131q cavablara daxil edilm\u0259ni art\u0131r\u0131r, c\u0259lbedicilik nisb\u0259tl\u0259rini 18% yax\u015f\u0131la\u015fd\u0131r\u0131r v\u0259 vaxt\u0131nda, kontekstd\u0259n x\u0259b\u0259rdar mesajla\u015fma vasit\u0259sil\u0259 daha g\u00fccl\u00fc m\u00fc\u015ft\u0259ri \u0259laq\u0259l\u0259rini t\u0259\u015fviq edir.<\/p>\n
AI reklam optimizasiyas\u0131n\u0131n u\u011furu \u00fc\u00e7\u00fcn hans\u0131 g\u00f6st\u0259ricil\u0259r izl\u0259nilm\u0259lidir?<\/h3>\n
AI reklam optimizasiyas\u0131 \u00fc\u00e7\u00fcn \u0259sas g\u00f6st\u0259ricil\u0259r\u0259 ROAS, konversiya nisb\u0259tl\u0259ri, t\u0259\u0259ss\u00fcrat pay\u0131 v\u0259 AI cavablar\u0131nda g\u00f6r\u00fcn\u00fcrl\u00fck ballar\u0131 daxildir. Bunlar\u0131n izl\u0259nilm\u0259si performans\u0131n h\u0259rt\u0259r\u0259fli m\u0259nz\u0259r\u0259sini t\u0259min edir, meyarlar optimalla\u015fd\u0131r\u0131lm\u0131\u015f kampaniyalar\u0131n ard\u0131c\u0131l olaraq 4:1 ROAS nisb\u0259tl\u0259rin\u0259 \u00e7atd\u0131\u011f\u0131n\u0131 g\u00f6st\u0259rir.<\/p>\n
AI reklam optimizasiyas\u0131nda m\u0259lumat m\u0259xfiliyini nec\u0259 idar\u0259 edir?<\/h3>\n
AI, CCPA kimi qaydalara uy\u011fun anoniml\u0259\u015fdirm\u0259 v\u0259 raz\u0131l\u0131q mexanizml\u0259rini daxil etm\u0259kl\u0259 m\u0259lumat m\u0259xfiliyini idar\u0259 edir. Optimizasiya al\u0259tl\u0259ri, kampaniya effektivliyini qoruyark\u0259n etik t\u0259cr\u00fcb\u0259l\u0259ri t\u0259min ed\u0259r\u0259k, f\u0259rdi m\u0259xfiliyi pozmadan anlay\u0131\u015flar \u0259ld\u0259 etm\u0259k \u00fc\u00e7\u00fcn toplanm\u0131\u015f m\u0259lumatlar\u0131 emal edir.<\/p>\n
Hans\u0131 strategiyalar AI optimizasiyas\u0131ndan istifad\u0259 ed\u0259r\u0259k ROAS-\u0131 art\u0131r\u0131r?<\/h3>\n
ROAS-\u0131 art\u0131rmaq \u00fc\u00e7\u00fcn strategiyalara real vaxt t\u0259klif d\u00fcz\u0259li\u015fl\u0259ri, m\u0259zmunun f\u0259rdil\u0259\u015fdirilm\u0259si v\u0259 performans proqnozu daxildir. AI, tendensiyalar\u0131 t\u0259hlil ed\u0259r\u0259k bunlar\u0131 m\u00fcmk\u00fcn edir, generativ AI m\u00fchitl\u0259rind\u0259 y\u00fcks\u0259k konversiya imkanlar\u0131na y\u00f6n\u0259lmi\u015f x\u0259rcl\u0259r vasit\u0259sil\u0259 50% ROAS art\u0131m\u0131na g\u0259tirib \u00e7\u0131xar\u0131r.<\/p>\n
Ki\u00e7ik biznesl\u0259r AI reklam optimizasiya al\u0259tl\u0259rind\u0259n istifad\u0259 ed\u0259 bil\u0259rmi?<\/h3>\n
B\u0259li, ki\u00e7ik biznesl\u0259r AI reklam optimizasiya al\u0259tl\u0259rind\u0259n effektiv \u015f\u0259kild\u0259 istifad\u0259 ed\u0259 bil\u0259rl\u0259r, \u00e7\u00fcnki bir \u00e7ox platformalar miqyaslana bil\u0259n, \u0259lveri\u015fli se\u00e7iml\u0259r t\u0259klif edir. Bu al\u0259tl\u0259r m\u00fcr\u0259kk\u0259b tap\u015f\u0131r\u0131qlar\u0131 avtomatla\u015fd\u0131rmaqla oyun sah\u0259sini b\u0259rab\u0259rl\u0259\u015fdirir, minimal x\u0259rcl\u0259rl\u0259 daha b\u00f6y\u00fck r\u0259qibl\u0259rl\u0259 m\u00fcqayis\u0259 edil\u0259 bil\u0259n g\u00f6r\u00fcn\u00fcrl\u00fck qazanclar\u0131na nail olma\u011fa k\u00f6m\u0259k edir.<\/p>\n
AI \u0259n\u0259n\u0259vi reklam t\u0259cr\u00fcb\u0259l\u0259rini nec\u0259 d\u0259yi\u015fib?<\/h3>\n
AI, avtomatla\u015fd\u0131rma, proqnozla\u015fd\u0131r\u0131c\u0131 analitika v\u0259 hiper-h\u0259d\u0259fl\u0259m\u0259ni t\u0259tbiq etm\u0259kl\u0259 \u0259n\u0259n\u0259vi reklam\u0131 d\u0259yi\u015fdirib. O, diqq\u0259ti t\u0259xminl\u0259rd\u0259n m\u0259lumatlara \u0259saslanan q\u0259rarlara y\u00f6n\u0259ldir, s\u0259m\u0259r\u0259liliyi v\u0259 generativ AI-d\u0259 g\u00f6r\u00fcn\u00fcrl\u00fcy\u00fc art\u0131r\u0131r, q\u0259bul edilm\u0259si 40% daha s\u00fcr\u0259tli kampaniya iterasiyalar\u0131na g\u0259tirib \u00e7\u0131xar\u0131r.<\/p>\n
AI reklam optimizasiyas\u0131n\u0131n t\u0259tbiqind\u0259 \u00fcmumi \u00e7\u0259tinlikl\u0259r n\u0259l\u0259rdir?<\/h3>\n
\u00dcmumi \u00e7\u0259tinlikl\u0259r\u0259 m\u0259lumat inteqrasiyas\u0131 probleml\u0259ri, alqoritmin \u015f\u0259rh edil\u0259 bilm\u0259si v\u0259 ilkin qura\u015fd\u0131rma x\u0259rcl\u0259ri daxildir. Bunlar\u0131n aradan qald\u0131r\u0131lmas\u0131 ekspert r\u0259hb\u0259rliyi v\u0259 m\u0259rh\u0259l\u0259li t\u0259tbiql\u0259r t\u0259l\u0259b edir ki, bu da n\u0259tic\u0259d\u0259 AI cavablar\u0131nda t\u0259kmill\u0259\u015fdirilmi\u015f g\u00f6r\u00fcn\u00fcrl\u00fck v\u0259 performans vasit\u0259sil\u0259 \u0259h\u0259miyy\u0259tli g\u0259lirl\u0259r verir.<\/p>\n
AI optimizasiyas\u0131 \u00fc\u00e7\u00fcn davaml\u0131 monitorinq niy\u0259 vacibdir?<\/h3>\n
Davaml\u0131 monitorinq vacibdir, \u00e7\u00fcnki generativ AI m\u0259nz\u0259r\u0259l\u0259ri s\u00fcr\u0259tl\u0259 inki\u015faf edir. Bu, yeni m\u0259lumatlara \u0259sas\u0259n davaml\u0131 t\u0259kmill\u0259\u015fdirm\u0259l\u0259r\u0259 imkan verir, dur\u011funlu\u011fun qar\u015f\u0131s\u0131n\u0131 al\u0131r v\u0259 kampaniyalar\u0131n pik g\u00f6r\u00fcn\u00fcrl\u00fck v\u0259 davaml\u0131 biznes art\u0131m\u0131 \u00fc\u00e7\u00fcn optimalla\u015fd\u0131r\u0131lm\u0131\u015f qalmas\u0131n\u0131 t\u0259min edir.<\/p>\n","protected":false},"excerpt":{"rendered":"
AI Reklam Optimizasiyas\u0131n\u0131n Strateji \u0130cmal\u0131 R\u0259q\u0259msal marketinqin inki\u015faf ed\u0259n m\u0259nz\u0259r\u0259sind\u0259, AI reklam optimizasiyas\u0131 generativ AI cavablar\u0131nda m\u00f6vcudlu\u011funu g\u00fccl\u0259ndirm\u0259k ist\u0259y\u0259n biznesl\u0259r \u00fc\u00e7\u00fcn m\u00fch\u00fcm bir q\u00fcvv\u0259 kimi ortaya \u00e7\u0131x\u0131r. Bu al\u0259tl\u0259r reklamlar\u0131 t\u0259kmill\u0259\u015fdirm\u0259k \u00fc\u00e7\u00fcn s\u00fcni intellektd\u0259n istifad\u0259 edir\u2026<\/p>\n","protected":false},"author":0,"featured_media":16898,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[32],"tags":[],"class_list":["post-1740","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-optimization"],"_links":{"self":[{"href":"https:\/\/alienroad.com\/wp-json\/wp\/v2\/posts\/1740","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/alienroad.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/alienroad.com\/wp-json\/wp\/v2\/types\/post"}],"replies":[{"embeddable":true,"href":"https:\/\/alienroad.com\/wp-json\/wp\/v2\/comments?post=1740"}],"version-history":[{"count":1,"href":"https:\/\/alienroad.com\/wp-json\/wp\/v2\/posts\/1740\/revisions"}],"predecessor-version":[{"id":14670,"href":"https:\/\/alienroad.com\/wp-json\/wp\/v2\/posts\/1740\/revisions\/14670"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/alienroad.com\/wp-json\/wp\/v2\/media\/16898"}],"wp:attachment":[{"href":"https:\/\/alienroad.com\/wp-json\/wp\/v2\/media?parent=1740"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/alienroad.com\/wp-json\/wp\/v2\/categories?post=1740"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/alienroad.com\/wp-json\/wp\/v2\/tags?post=1740"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}