{"id":183057,"date":"2026-09-09T07:35:49","date_gmt":"2026-09-09T07:35:49","guid":{"rendered":"https:\/\/www.datatip.eu\/?p=183057"},"modified":"2026-09-19T06:42:17","modified_gmt":"2026-09-19T06:42:17","slug":"ai-vasarlasi-attribucio-mielott-a-kereskedok-atcsoportositjak-a-kolteseiket","status":"publish","type":"post","link":"https:\/\/www.datatip.eu\/hu\/ai-vasarlasi-attribucio-mielott-a-kereskedok-atcsoportositjak-a-kolteseiket\/","title":{"rendered":"AI-v\u00e1s\u00e1rl\u00e1si attrib\u00faci\u00f3, miel\u0151tt a keresked\u0151k \u00e1tcsoportos\u00edtj\u00e1k a k\u00f6lt\u00e9seiket"},"content":{"rendered":"<p class=\"article-byline\" style=\"color:inherit;opacity:0.7;font-size:0.9em;margin-bottom:1.25em;\">Szerz\u0151: DataTip \u00b7 Megjelent: <time datetime=\"2026-09-09T07:35:49\">2026. szeptember 9.<\/time><\/p>\n<div class=\"article-summary\" style=\"border-left:3px solid rgba(127,127,127,0.4);background:rgba(127,127,127,0.1);color:inherit;padding:1em 1.25em;margin-bottom:1.5em;border-radius:6px;line-height:1.6\">\n<p style=\"margin:0;\"><strong>R\u00f6viden:<\/strong> A keresked\u0151k ne kezelj\u00e9k inkrement\u00e1lis \u00fcgyf\u00e9lszerz\u00e9sk\u00e9nt az AI-alap\u00fa v\u00e1s\u00e1rl\u00e1si forgalmat, am\u00edg meg nem hat\u00e1rozz\u00e1k, hogyan j\u00f3v\u00e1\u00edrj\u00e1k a felfedez\u00e9st, az aj\u00e1nl\u00e1st, a hivatkoz\u00e1st, az assziszt\u00e1lt bev\u00e9telt, a k\u00f6zvetlen konverzi\u00f3t, a kannibaliz\u00e1lt keresletet \u00e9s a befejezett v\u00e1s\u00e1rl\u00e1st. Az NIQ \u00e9s a Similarweb arr\u00f3l sz\u00f3l\u00f3 tervei, hogy m\u00e9rni fogj\u00e1k a ChatGPT-n \u00e9s a Geminin zajl\u00f3 aktivit\u00e1st, valamint a Salesforce \u00e1ltal k\u00f6z\u00f6lt kanadai haszn\u00e1lati adatok megmutatj\u00e1k, mi\u00e9rt van sz\u00fcks\u00e9g szab\u00e1lyoz\u00e1si keretre, de nem bizony\u00edtanak inkrement\u00e1lis teljes\u00edtm\u00e9nyt.<\/p>\n<ul style=\"margin:0.6em 0 0;padding-left:1.25em;\">\n<li style=\"margin:0.25em 0;\">Egy AI-hivatkoz\u00e1s m\u00e9rhet\u0151 \u00e9rintkez\u00e9si pontot r\u00f6gz\u00edt, nem automatikus bizony\u00edt\u00e9ka az \u00faj keresletnek.<\/li>\n<li style=\"margin:0.25em 0;\">A felfedez\u00e9st, az aj\u00e1nl\u00e1st, a hivatkoz\u00e1st, az assziszt\u00e1lt bev\u00e9telt, a k\u00f6zvetlen konverzi\u00f3t, a kannibaliz\u00e1ci\u00f3t \u00e9s az inkrementalit\u00e1st kezelje k\u00fcl\u00f6n attrib\u00faci\u00f3s kateg\u00f3riak\u00e9nt.<\/li>\n<li style=\"margin:0.25em 0;\">Az NIQ \u00e9s a Similarweb m\u00e9r\u00e9si terveit kezelje kialakul\u00f3ban l\u00e9v\u0151 bemenetk\u00e9nt, ne elfogadott ipar\u00e1gi szabv\u00e1nyk\u00e9nt.<\/li>\n<li style=\"margin:0.25em 0;\">Ne csoportos\u00edtsa \u00e1t az \u00fcgyf\u00e9lszerz\u00e9si k\u00f6lt\u00e9seket, am\u00edg \u00f6sszehasonl\u00edt\u00e1si szab\u00e1lyok nem r\u00f6gz\u00edtik, hogyan \u00e9rt\u00e9kelik az AI-aktivit\u00e1st a megl\u00e9v\u0151 csatorn\u00e1khoz k\u00e9pest.<\/li>\n<\/ul>\n<\/div>\n<p>Az AI-v\u00e1s\u00e1rl\u00e1si attrib\u00faci\u00f3 k\u00f6lts\u00e9gvet\u00e9si k\u00e9rd\u00e9ss\u00e9 v\u00e1lik, nem csup\u00e1n riportol\u00e1si k\u00e9rd\u00e9s. Amikor egy AI-asszisztens seg\u00edt valakinek felfedezni egy term\u00e9ket, aj\u00e1nlja azt, hivatkoz\u00e1ssal tov\u00e1bbk\u00fcldi, vagy hozz\u00e1j\u00e1rul egy befejezett rendel\u00e9shez, minek kell megkapnia az \u00fcgyf\u00e9lszerz\u00e9s \u00e9rdem\u00e9t?<\/p>\n<p>A keresked\u0151k ne kezelj\u00e9k inkrement\u00e1lis \u00fcgyf\u00e9lszerz\u00e9sk\u00e9nt az AI-alap\u00fa v\u00e1s\u00e1rl\u00e1si forgalmat, am\u00edg meg nem hat\u00e1rozz\u00e1k, hogyan j\u00f3v\u00e1\u00edrj\u00e1k a felfedez\u00e9st, az aj\u00e1nl\u00e1st, a hivatkoz\u00e1st, az assziszt\u00e1lt bev\u00e9telt, a k\u00f6zvetlen konverzi\u00f3t, a kannibaliz\u00e1lt keresletet \u00e9s a befejezett v\u00e1s\u00e1rl\u00e1st. Az NIQ \u00e9s a Similarweb arr\u00f3l sz\u00f3l\u00f3 tervei, hogy m\u00e9rni fogj\u00e1k a ChatGPT-n \u00e9s a Geminin zajl\u00f3 aktivit\u00e1st, valamint a Salesforce \u00e1ltal k\u00f6z\u00f6lt kanadai haszn\u00e1lati adatok megmutatj\u00e1k, mi\u00e9rt van sz\u00fcks\u00e9g szab\u00e1lyoz\u00e1si keretre, de nem bizony\u00edtanak inkrement\u00e1lis teljes\u00edtm\u00e9nyt.<\/p>\n<p>A v\u00e1lasz az\u00e9rt fontos, mert egy AI-b\u00f3l sz\u00e1rmaz\u00f3 l\u00e1togat\u00e1s nem jelent automatikusan \u00faj keresletet. Seg\u00edthet egy olyan v\u00e1s\u00e1rl\u00e1sban, amely egy m\u00e1sik csatorn\u00e1n kereszt\u00fcl is megt\u00f6rt\u00e9nt volna, vagy befoly\u00e1solhatja a felfedez\u00e9st an\u00e9lk\u00fcl, hogy tranzakci\u00f3t eredm\u00e9nyezne. A keresked\u0151knek egys\u00e9ges defin\u00edci\u00f3kra van sz\u00fcks\u00e9g\u00fck, miel\u0151tt \u00e1tcsoportos\u00edtj\u00e1k az \u00fcgyf\u00e9lszerz\u00e9si k\u00f6lt\u00e9seiket.<\/p>\n<h2 id=\"what-are-niq-and-similarweb-planning-to-measure-on-chatgpt-and-gemini\" style=\"clear:both;\">Mit terveznek m\u00e9rni az NIQ \u00e9s a Similarweb a ChatGPT-n \u00e9s a Geminin?<\/h2>\n<p>\u00c9rtes\u00fcl\u00e9sek szerint az NIQ \u00e9s a Similarweb m\u00e9r\u00e9si rendszereket fejleszt a ChatGPT-n \u00e9s a Geminin zajl\u00f3 v\u00e1s\u00e1rl\u00e1si aktivit\u00e1shoz, amelyek el\u00e9rhet\u0151s\u00e9g\u00e9t <strong>2026 negyedik negyed\u00e9v\u00e9re<\/strong> tervezik. Ez arra utal, hogy az AI \u00e1ltal t\u00e1mogatott v\u00e1s\u00e1rl\u00e1s egy kialakul\u00f3ban l\u00e9v\u0151 koncepci\u00f3b\u00f3l tervezett m\u00e9r\u00e9si kateg\u00f3ria fel\u00e9 halad. Nem teremt azonban jelenleg \u00e9rv\u00e9nyes ipar\u00e1gi szabv\u00e1nyt, \u00e9s nem bizony\u00edt inkrement\u00e1lis teljes\u00edtm\u00e9nyt. A besz\u00e1mol\u00f3k a tervezett m\u00e9r\u00e9si munk\u00e1t \u00edrj\u00e1k le.<\/p>\n<figure style=\"clear:both;max-width:760px;margin:32px auto;text-align:center;\"><img decoding=\"async\" src=\"https:\/\/www.datatip.eu\/wp-content\/uploads\/2026\/09\/a-future-measurement-apparatus-for-ai-shopping-activity-cover.webp\" alt=\"Prec\u00edzi\u00f3s m\u00e9r\u0151szobor csiszolt \u00fcvegform\u00e1kb\u00f3l \u00e9s \u00e1sv\u00e1nyi jel\u00f6l\u0151kb\u0151l, alum\u00edniumkeretbe rendezve, amelyet egy keskeny ci\u00e1n f\u00e9nycs\u00edk szak\u00edt meg.\" style=\"border-radius:8px;width:100%;box-shadow:0 4px 16px rgba(0,0,0,0.2);\"><span data-ai-disclosure-label=\"generated\" style=\"display:inline-block;margin-top:3px;padding:0 2px;background:transparent;color:inherit;opacity:0.4;font-size:9px;font-weight:400;line-height:1.3;letter-spacing:0.025em;\">AI \u00c1LTAL GENER\u00c1LVA<\/span><figcaption style=\"font-size:13px;color:#888;margin-top:8px;font-style:italic;\">Prec\u00edzi\u00f3s m\u00e9r\u0151szobor csiszolt \u00fcvegform\u00e1kb\u00f3l \u00e9s \u00e1sv\u00e1nyi jel\u00f6l\u0151kb\u0151l, alum\u00edniumkeretbe rendezve, amelyet egy keskeny ci\u00e1n f\u00e9nycs\u00edk szak\u00edt meg.<\/figcaption><\/figure>\n<p>A rendelkez\u00e9sre bocs\u00e1tott forr\u00e1sanyag nem tartalmazza e rendszerek m\u00f3dszertan\u00e1t, defin\u00edci\u00f3it, mintanagys\u00e1gait vagy r\u00e9szletes eredm\u00e9nyeit. Ez a hat\u00e1r fontos. Egy j\u00f6v\u0151beli riportol\u00e1si term\u00e9k seg\u00edthet a keresked\u0151knek megfigyelni az AI-alap\u00fa v\u00e1s\u00e1rl\u00e1si aktivit\u00e1st, de a m\u00e9r\u00e9s el\u00e9rhet\u0151s\u00e9ge \u00e9s a k\u00f6lts\u00e9gvet\u00e9si attrib\u00faci\u00f3 tov\u00e1bbra is k\u00fcl\u00f6n d\u00f6nt\u00e9s marad.<\/p>\n<h2 id=\"why-might-ai-influence-discovery-before-retailers-can-measure-it-consistently\" style=\"clear:both;\">Mi\u00e9rt befoly\u00e1solhatja az AI a felfedez\u00e9st, miel\u0151tt a keresked\u0151k egys\u00e9gesen m\u00e9rni tudn\u00e1k?<\/h2>\n<p>A k\u00f6z\u00f6lt fogyaszt\u00f3i haszn\u00e1lati adatok azt jelzik, hogy az AI m\u00e1r azel\u0151tt hat\u00e1ssal lehet a term\u00e9kfelfedez\u00e9sre, hogy \u00f6sszehasonl\u00edthat\u00f3 m\u00e9r\u00e9s sz\u00e9les k\u00f6rben el\u00e9rhet\u0151v\u00e9 v\u00e1lna. A Retail Insider a Salesforce kutat\u00e1s\u00e1ra hivatkozva arr\u00f3l sz\u00e1mol be, hogy <strong>a kanadai v\u00e1s\u00e1rl\u00f3k k\u00f6zel 4\/10-e haszn\u00e1l AI-t a v\u00e1s\u00e1rl\u00e1shoz<\/strong>. Ez egy k\u00f6z\u00f6lt kanadai eredm\u00e9ny, nem \u00e1ltal\u00e1nos elterjed\u00e9si ar\u00e1ny, \u00e9s nem igazolja, hogy az AI haszn\u00e1lata befejezett v\u00e1s\u00e1rl\u00e1sokhoz vezet.<\/p>\n<p>Az \u00fczleti k\u00e9rd\u00e9s nem egyszer\u0171en az, hogy l\u00e9tezik-e AI-alap\u00fa v\u00e1s\u00e1rl\u00e1s. Hanem az, hogy a keresked\u0151k meg tudj\u00e1k-e k\u00fcl\u00f6nb\u00f6ztetni az AI \u00e1ltal t\u00e1mogatott \u00e9rintkez\u00e9si pontot a val\u00f3ban inkrement\u00e1lis \u00fcgyf\u00e9lszerz\u00e9st\u0151l. E megk\u00fcl\u00f6nb\u00f6ztet\u00e9s n\u00e9lk\u00fcl egy \u00faj csatornac\u00edmke csup\u00e1n \u00e1thelyezheti az \u00e9rdemet a keres\u00e9sr\u0151l, a k\u00f6zvetlen forgalomr\u00f3l, a piacterekr\u0151l vagy egy m\u00e1sik megl\u00e9v\u0151 forr\u00e1sr\u00f3l.<\/p>\n<p>Az aktivit\u00e1s lehet val\u00f3s. K\u00f6lts\u00e9gvet\u00e9si jelent\u00e9se azonban m\u00e9g nem tiszt\u00e1zott.<\/p>\n<h2 id=\"what-should-ai-shopping-attribution-distinguish\" style=\"clear:both;\">Mit kell megk\u00fcl\u00f6nb\u00f6ztetnie az AI-v\u00e1s\u00e1rl\u00e1si attrib\u00faci\u00f3nak?<\/h2>\n<p>A keresked\u0151knek a befoly\u00e1s szakaszait k\u00fcl\u00f6n kell kezelni\u00fck, ahelyett hogy minden AI-\u00e9rintkez\u00e9si pontot konverzi\u00f3nak tekinten\u00e9nek. <strong>A felfedez\u00e9s, az aj\u00e1nl\u00e1s, a hivatkoz\u00e1s \u00e9s a befejezett v\u00e1s\u00e1rl\u00e1s k\u00fcl\u00f6nb\u00f6z\u0151 esem\u00e9nyeket \u00edr le<\/strong>, \u00e9s mindegyik m\u00e1s-m\u00e1s kapcsolatban \u00e1llhat a kereslettel.<\/p>\n<p>Egy gyakorlati attrib\u00faci\u00f3s sz\u00f3k\u00e9szletnek a k\u00f6vetkez\u0151ket kell megk\u00fcl\u00f6nb\u00f6ztetnie:<\/p>\n<ul style=\"clear:both;\">\n<li><strong>AI \u00e1ltal t\u00e1mogatott felfedez\u00e9s:<\/strong> Az AI seg\u00edt a v\u00e1s\u00e1rl\u00f3nak egy term\u00e9k vagy kateg\u00f3ria azonos\u00edt\u00e1s\u00e1ban, an\u00e9lk\u00fcl hogy ebb\u0151l sz\u00fcks\u00e9gszer\u0171en hivatkoz\u00e1s vagy v\u00e1s\u00e1rl\u00e1s lenne.<\/li>\n<li><strong>AI-aj\u00e1nl\u00e1s:<\/strong> Egy AI-k\u00f6rnyezet javasol egy term\u00e9ket. Ez befoly\u00e1solhatja a m\u00e9rlegel\u00e9st an\u00e9lk\u00fcl, hogy m\u00e9rhet\u0151 l\u00e1togat\u00e1st eredm\u00e9nyezne.<\/li>\n<li><strong>AI-hivatkoz\u00e1s:<\/strong> A v\u00e1s\u00e1rl\u00f3 egy AI \u00e1ltal gener\u00e1lt linken vagy azonos\u00edthat\u00f3 \u00e1tad\u00e1son kereszt\u00fcl jut el a keresked\u0151h\u00f6z. Ez a forgalom forr\u00e1s\u00e1t r\u00f6gz\u00edti, nem az \u00faj kereslet bizony\u00edt\u00e9k\u00e1t.<\/li>\n<li><strong>Befejezett v\u00e1s\u00e1rl\u00e1s:<\/strong> A v\u00e1s\u00e1rl\u00f3 egy AI-hoz kapcsol\u00f3d\u00f3 interakci\u00f3 ut\u00e1n befejezi a rendel\u00e9st. A keresked\u0151nek ekkor is fel kell m\u00e9rnie, hogy egy m\u00e1sik csatorna vagy a m\u00e1r megl\u00e9v\u0151 sz\u00e1nd\u00e9k nem hozta volna-e l\u00e9tre ugyanezt.<\/li>\n<li><strong>Assziszt\u00e1lt bev\u00e9tel:<\/strong> Olyan AI-\u00e9rintkez\u00e9si ponthoz kapcsol\u00f3d\u00f3 bev\u00e9tel, amely seg\u00edtette a v\u00e1s\u00e1rl\u00f3i utat, de nem felt\u00e9tlen\u00fcl okozta a tranzakci\u00f3t.<\/li>\n<li><strong>K\u00f6zvetlen konverzi\u00f3:<\/strong> Meghat\u00e1rozott szab\u00e1lyok szerint egy AI-interakci\u00f3nak j\u00f3v\u00e1\u00edrt befejezett v\u00e1s\u00e1rl\u00e1s. A k\u00f6zvetlen j\u00f3v\u00e1\u00edr\u00e1s nem azonos az inkrementalit\u00e1ssal.<\/li>\n<li><strong>Kannibaliz\u00e1lt kereslet:<\/strong> AI-aktivit\u00e1snak j\u00f3v\u00e1\u00edrt v\u00e1s\u00e1rl\u00e1s, amely val\u00f3sz\u00edn\u0171leg egy megl\u00e9v\u0151 csatorn\u00e1n kereszt\u00fcl vagy az AI-\u00e9rintkez\u00e9si pont n\u00e9lk\u00fcl is megt\u00f6rt\u00e9nt volna.<\/li>\n<li><strong>Inkrement\u00e1lis \u00fcgyf\u00e9lszerz\u00e9s:<\/strong> Olyan kereslet, amely az adott aktivit\u00e1s n\u00e9lk\u00fcl nem j\u00f6tt volna l\u00e9tre \u2013 ezt \u00f6sszehasonl\u00edthat\u00f3 keretrendszerrel kell meg\u00e1llap\u00edtani, nem pedig a hivatkoz\u00e1si adatokb\u00f3l felt\u00e9telezni.<br \/>\nEz elker\u00fcli az alapvet\u0151 kateg\u00f3riahib\u00e1t: a l\u00e1that\u00f3s\u00e1g \u00e9s az ok-okozatis\u00e1g \u00f6sszekever\u00e9s\u00e9t. Egy AI-hivatkoz\u00e1s lehet megfigyelhet\u0151, \u00e9s k\u00f6zben m\u00e9gis assziszt\u00e1lt, kannibaliz\u00e1lt vagy nem egy\u00e9rtelm\u0171.<\/li>\n<\/ul>\n<h2 id=\"why-does-measurement-availability-not-prove-incremental-acquisition\" style=\"clear:both;\">Mi\u00e9rt nem bizony\u00edtja a m\u00e9r\u00e9s el\u00e9rhet\u0151s\u00e9ge az inkrement\u00e1lis \u00fcgyf\u00e9lszerz\u00e9st?<\/h2>\n<p>Egy \u00faj m\u00e9r\u00e9si rendszer megmutathatja, hogy a v\u00e1s\u00e1rl\u00f3k interakci\u00f3ba l\u00e9ptek a ChatGPT-vel vagy a Geminivel. \u00d6nmag\u00e1ban azonban nem tudja megmutatni, hogy ezek az interakci\u00f3k t\u00f6bbletkeresletet hoztak l\u00e9tre. <strong>A riportol\u00e1s azt \u00edrja le, amit megfigyeltek; az attrib\u00faci\u00f3 azt szab\u00e1lyozza, mi kap k\u00f6lts\u00e9gvet\u00e9si \u00e9rdemet.<\/strong><\/p>\n<figure style=\"clear:both;max-width:760px;margin:32px auto;text-align:center;\"><img decoding=\"async\" src=\"https:\/\/www.datatip.eu\/wp-content\/uploads\/2026\/09\/the-boundary-between-measured-influence-and-budget-credit-cover.webp\" alt=\"Szoborszer\u0171 m\u00e9rleg v\u00e1lasztja el a semleges \u00e1sv\u00e1nyi form\u00e1kat egy korallsz\u00edn\u0171 bizonytalans\u00e1gi jel\u00f6l\u0151t\u0151l egy f\u00fcgg\u0151leges ci\u00e1n f\u00e9nycs\u00edk mellett.\" style=\"border-radius:8px;width:100%;box-shadow:0 4px 16px rgba(0,0,0,0.2);\"><span data-ai-disclosure-label=\"generated\" style=\"display:inline-block;margin-top:3px;padding:0 2px;background:transparent;color:inherit;opacity:0.4;font-size:9px;font-weight:400;line-height:1.3;letter-spacing:0.025em;\">AI \u00c1LTAL GENER\u00c1LVA<\/span><figcaption style=\"font-size:13px;color:#888;margin-top:8px;font-style:italic;\">Szoborszer\u0171 m\u00e9rleg v\u00e1lasztja el a semleges \u00e1sv\u00e1nyi form\u00e1kat egy korallsz\u00edn\u0171 bizonytalans\u00e1gi jel\u00f6l\u0151t\u0151l egy f\u00fcgg\u0151leges ci\u00e1n f\u00e9nycs\u00edk mellett.<\/figcaption><\/figure>\n<p>A rendelkez\u00e9sre \u00e1ll\u00f3 besz\u00e1mol\u00f3kb\u00f3l nem der\u00fcl ki, hogy az NIQ vagy a Similarweb hogyan fogja defini\u00e1lni az AI-v\u00e1s\u00e1rl\u00e1si esem\u00e9nyt, hogyan kapcsolja azt egy v\u00e1s\u00e1rl\u00e1shoz, hogyan v\u00e1lasztja el az \u00faj keresletet a megl\u00e9v\u0151 sz\u00e1nd\u00e9kt\u00f3l, vagy hogyan hasonl\u00edtja \u00f6ssze m\u00e1s \u00fcgyf\u00e9lszerz\u00e9si forr\u00e1sokkal. A keresked\u0151knek ugyanazt a fegyelmet kell alkalmazniuk, mint b\u00e1rmely m\u00e1s \u00fcgyf\u00e9lszerz\u00e9si d\u00f6nt\u00e9sn\u00e9l.<\/p>\n<h2 id=\"what-should-retailers-establish-before-reallocating-spend\" style=\"clear:both;\">Mit kell a keresked\u0151knek r\u00f6gz\u00edteni\u00fck a k\u00f6lt\u00e9sek \u00e1tcsoportos\u00edt\u00e1sa el\u0151tt?<\/h2>\n<p>Miel\u0151tt az AI-alap\u00fa v\u00e1s\u00e1rl\u00e1si forgalmat inkrement\u00e1lis \u00fcgyf\u00e9lszerz\u00e9si csatornak\u00e9nt kezeln\u00e9k, a keresked\u0151knek dokument\u00e1lniuk kell, mit jelent az egyes \u00e9rintkez\u00e9si pontok, \u00e9s hogyan viszonyulnak a megl\u00e9v\u0151 csatorn\u00e1khoz. A c\u00e9l nem az AI-kereskedelem m\u00e9r\u00e9s\u00e9nek elutas\u00edt\u00e1sa. Hanem annak megakad\u00e1lyoz\u00e1sa, hogy egy kialakul\u00f3ban l\u00e9v\u0151 adatforr\u00e1sb\u00f3l megalapozatlan k\u00f6lts\u00e9gvet\u00e9si ig\u00e9ny legyen.<br \/>\nA szab\u00e1lyoz\u00e1si standardnak r\u00f6gz\u00edtenie kell:<\/p>\n<ul style=\"clear:both;\">\n<li>mely esem\u00e9nyek min\u0151s\u00fclnek felfedez\u00e9snek, aj\u00e1nl\u00e1snak, hivatkoz\u00e1snak, t\u00e1mogat\u00e1snak \u00e9s konverzi\u00f3nak;<\/li>\n<li>mikor kap az AI \u00e1ltal befoly\u00e1solt bev\u00e9tel r\u00e9szleges vagy teljes j\u00f3v\u00e1\u00edr\u00e1st;<\/li>\n<li>hogyan azonos\u00edtj\u00e1k \u00e9s jelentik a lehets\u00e9ges kannibaliz\u00e1ci\u00f3t;<\/li>\n<li>milyen bizony\u00edt\u00e9k sz\u00fcks\u00e9ges ahhoz, hogy egy aktivit\u00e1st inkrement\u00e1lis \u00fcgyf\u00e9lszerz\u00e9snek min\u0151s\u00edtsenek; \u00e9s<\/li>\n<li>hogyan t\u00e1pl\u00e1lj\u00e1k majd a j\u00f6v\u0151beli m\u00e9r\u00e9si rendszerek a keretrendszert an\u00e9lk\u00fcl, hogy felv\u00e1ltan\u00e1k azt.<br \/>\nAz NIQ \u00e9s a Similarweb k\u00f6z\u00f6lt tervei a kanadai v\u00e1s\u00e1rl\u00f3kra vonatkoz\u00f3 Salesforce-adattal egy\u00fctt megmutatj\u00e1k, mi\u00e9rt \u00e9rdemel figyelmet az AI-kereskedelem m\u00e9r\u00e9se. Az attrib\u00faci\u00f3 k\u00e9rd\u00e9s\u00e9t azonban nem d\u00f6ntik el. <strong>A keresked\u0151k a kialakul\u00f3ban l\u00e9v\u0151 m\u00e9r\u00e9si rendszereket dokument\u00e1lt szab\u00e1lyoz\u00e1si keret bemenetek\u00e9nt haszn\u00e1lj\u00e1k, ne annak bizony\u00edt\u00e9kak\u00e9nt, hogy az AI \u00e1ltal gener\u00e1lt forgalom \u00faj keresletet hoz.<\/strong><\/li>\n<\/ul>\n<h2 id=\"key-takeaways\" style=\"clear:both;\">A legfontosabb tanuls\u00e1gok<\/h2>\n<ul style=\"clear:both;\">\n<li>Egy AI-hivatkoz\u00e1s m\u00e9rhet\u0151 \u00e9rintkez\u00e9si pontot r\u00f6gz\u00edt, nem automatikus bizony\u00edt\u00e9ka az \u00faj keresletnek.<\/li>\n<li>A felfedez\u00e9st, az aj\u00e1nl\u00e1st, a hivatkoz\u00e1st, az assziszt\u00e1lt bev\u00e9telt, a k\u00f6zvetlen konverzi\u00f3t, a kannibaliz\u00e1ci\u00f3t \u00e9s az inkrementalit\u00e1st kezelje k\u00fcl\u00f6n attrib\u00faci\u00f3s kateg\u00f3riak\u00e9nt.<\/li>\n<li>Az NIQ \u00e9s a Similarweb m\u00e9r\u00e9si terveit kezelje kialakul\u00f3ban l\u00e9v\u0151 bemenetk\u00e9nt, ne elfogadott ipar\u00e1gi szabv\u00e1nyk\u00e9nt.<\/li>\n<li>Ne csoportos\u00edtsa \u00e1t az \u00fcgyf\u00e9lszerz\u00e9si k\u00f6lt\u00e9seket, am\u00edg \u00f6sszehasonl\u00edt\u00e1si szab\u00e1lyok nem r\u00f6gz\u00edtik, hogyan \u00e9rt\u00e9kelik az AI-aktivit\u00e1st a megl\u00e9v\u0151 csatorn\u00e1khoz k\u00e9pest.<\/li>\n<\/ul>\n<h2 id=\"practical-tips\" style=\"clear:both;\">Gyakorlati tippek<\/h2>\n<ul style=\"clear:both;\">\n<li>Hozzon l\u00e9tre egy k\u00f6z\u00f6s attrib\u00faci\u00f3s sz\u00f3jegyz\u00e9ket, amelyet a marketing-, p\u00e9nz\u00fcgyi, analitikai \u00e9s e-kereskedelmi csapatok egys\u00e9gesen haszn\u00e1lnak.<\/li>\n<li>Az AI \u00e1ltal t\u00e1mogatott aktivit\u00e1st a befejezett v\u00e1s\u00e1rl\u00e1sokt\u00f3l k\u00fcl\u00f6n jelentse, hogy a befoly\u00e1st ne keverj\u00e9k \u00f6ssze a konverzi\u00f3val.<\/li>\n<li>Jel\u00f6lje meg azt az AI-nak tulajdon\u00edtott keresletet, amelynek kontrafaktu\u00e1lis kimenetele ismeretlen, ahelyett hogy teljes inkrement\u00e1lis \u00e9rdemet tulajdon\u00edtana neki.<\/li>\n<li>A j\u00f6v\u0151beli m\u00e9r\u00e9si rendszerek eredm\u00e9nyeit vesse \u00f6ssze a dokument\u00e1lt szab\u00e1lyokkal, miel\u0151tt k\u00f6lts\u00e9gvet\u00e9si d\u00f6nt\u00e9sekhez haszn\u00e1ln\u00e1 \u0151ket.<\/li>\n<\/ul>\n<h2 id=\"review-your-attribution-rules\" style=\"clear:both;\">Tekintse \u00e1t attrib\u00faci\u00f3s szab\u00e1lyait<\/h2>\n<p>Miel\u0151tt az AI-alap\u00fa v\u00e1s\u00e1rl\u00e1si aktivit\u00e1s hat\u00e1ssal lenne az \u00fcgyf\u00e9lszerz\u00e9si k\u00f6lts\u00e9gvet\u00e9sre, dokument\u00e1lja azokat a defin\u00edci\u00f3kat \u00e9s \u00f6sszehasonl\u00edt\u00e1si szab\u00e1lyokat, amelyekkel csapatai megk\u00fcl\u00f6nb\u00f6ztetik a t\u00e1mogat\u00e1st az inkrement\u00e1lis kereslett\u0151l.<\/p>\n<p><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"BlogPosting\",\"headline\":\"AI Shopping Attribution Before Retailers Shift Spend\",\"description\":\"AI shopping is becoming measurable, but retailers need shared attribution rules before treating AI-influenced demand as incremental acquisition.\",\"url\":\"https:\/\/www.datatip.eu\/ai-shopping-attribution-before-retailers-shift-spend\/\",\"datePublished\":\"2026-09-09T07:35:49\",\"dateModified\":\"2026-09-09T07:35:54.643Z\",\"author\":{\"@type\":\"Organization\",\"name\":\"DataTip\"},\"publisher\":{\"@type\":\"Organization\",\"name\":\"datatip.eu\"},\"mainEntityOfPage\":{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.datatip.eu\/ai-shopping-attribution-before-retailers-shift-spend\/\"},\"image\":\"https:\/\/www.datatip.eu\/wp-content\/uploads\/2026\/09\/ai-shopping-attribution-before-retailers-shift-spend-cover.webp\",\"wordCount\":1016,\"timeRequired\":\"PT5M\",\"inLanguage\":\"en\",\"keywords\":\"AI shopping, E-commerce attribution, Retail analytics, AI commerce measurement\"}<\/script><br \/>\n<script 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kezeln\u00e9k.<\/p>\n","protected":false},"author":1,"featured_media":182463,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"rs_blank_template":"","rs_page_bg_color":"","slide_template_v7":"","footnotes":""},"categories":[1199,1202],"tags":[1391,1381,1382,1390],"class_list":["post-183057","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-e-kereskedelem","category-marketing-hu","tag-e-kereskedelmi-attribucio","tag-ai-kereskedelem-merese","tag-kiskereskedelmi-analitika","tag-ai-alapu-vasarlas"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>AI-v\u00e1s\u00e1rl\u00e1si attrib\u00faci\u00f3 a k\u00f6lt\u00e9sek \u00e1tcsoportos\u00edt\u00e1sa el\u0151tt<\/title>\n<meta name=\"description\" content=\"Az AI-alap\u00fa v\u00e1s\u00e1rl\u00e1s m\u00e9rhet\u0151v\u00e9 v\u00e1lik. 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