{"id":47741,"date":"2026-11-02T09:40:00","date_gmt":"2026-11-02T07:40:00","guid":{"rendered":"https:\/\/www.yoannuzan.com\/?p=47741"},"modified":"2026-11-02T10:29:00","modified_gmt":"2026-11-02T08:29:00","slug":"microsoft-clarity-agents-ia","status":"publish","type":"post","link":"https:\/\/www.yoannuzan.com\/microsoft-clarity-agents-ia\/","title":{"rendered":"Microsoft Clarity : les agents IA vont plus souvent jusqu&rsquo;au paiement"},"content":{"rendered":"\n\n<div class=\"kk-star-ratings kksr-auto kksr-align-left kksr-valign-top\"\n    data-payload='{&quot;align&quot;:&quot;left&quot;,&quot;id&quot;:&quot;47741&quot;,&quot;slug&quot;:&quot;default&quot;,&quot;valign&quot;:&quot;top&quot;,&quot;ignore&quot;:&quot;&quot;,&quot;reference&quot;:&quot;auto&quot;,&quot;class&quot;:&quot;&quot;,&quot;count&quot;:&quot;1&quot;,&quot;legendonly&quot;:&quot;&quot;,&quot;readonly&quot;:&quot;&quot;,&quot;score&quot;:&quot;5&quot;,&quot;starsonly&quot;:&quot;&quot;,&quot;best&quot;:&quot;5&quot;,&quot;gap&quot;:&quot;5&quot;,&quot;greet&quot;:&quot;Notez cet article&quot;,&quot;legend&quot;:&quot;5\\\/5 - (1 vote)&quot;,&quot;size&quot;:&quot;24&quot;,&quot;title&quot;:&quot;Microsoft Clarity : les agents IA vont plus souvent jusqu\\u0026#039;au paiement&quot;,&quot;width&quot;:&quot;142.5&quot;,&quot;_legend&quot;:&quot;{score}\\\/{best} - ({count} {votes})&quot;,&quot;font_factor&quot;:&quot;1.25&quot;}'>\n            \n<div class=\"kksr-stars\">\n    \n<div class=\"kksr-stars-inactive\">\n            <div class=\"kksr-star\" data-star=\"1\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"2\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"3\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"4\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"5\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n    <\/div>\n    \n<div class=\"kksr-stars-active\" style=\"width: 142.5px;\">\n            <div class=\"kksr-star\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n    <\/div>\n<\/div>\n                \n\n<div class=\"kksr-legend\" style=\"font-size: 19.2px;\">\n            5\/5 - (1 vote)    <\/div>\n    <\/div>\n<p>Les agents IA ne se contentent plus de lire vos pages pour r\u00e9pondre \u00e0 une question. Ils naviguent, remplissent des formulaires et vont jusqu&rsquo;au panier pour le compte de leurs utilisateurs.<\/p>\n<p>Le 29 octobre 2026, Microsoft Clarity a publi\u00e9 une premi\u00e8re \u00e9tude sur ce que font ces agents une fois sur un site. Le chiffre qui ressort : le paiement appara\u00eet bien plus souvent dans leurs sessions que dans celles des humains. Voici ce que dit l&rsquo;\u00e9tude, ce qu&rsquo;elle ne dit pas, et ce que \u00e7a change pour la mesure de vos conversions.<\/p>\n<h2>Que montre l&rsquo;\u00e9tude de Microsoft Clarity ?<\/h2>\n<p>Clarity a analys\u00e9 plus de 5,2 millions de sessions impliquant un agent IA, sur 230 511 sites \u00e9quip\u00e9s de Clarity, entre le 13 ao\u00fbt et le 9 septembre 2026. Les agents d\u00e9tect\u00e9s viennent des navigateurs agentiques des \u00e9cosyst\u00e8mes OpenAI, Google et Anthropic (<a href=\"https:\/\/clarity.microsoft.com\/blog\/agentic-analytics-what-agents-do-on-websites\/\" target=\"_blank\" rel=\"noopener\">\u00e9tude publi\u00e9e sur le blog de Microsoft Clarity<\/a>).<\/p>\n<p>Les actions les plus fr\u00e9quentes dans ces sessions :<\/p>\n<ul>\n<li>le paiement (checkout), dans 25,21 % des sessions avec agent,<\/li>\n<li>l&rsquo;envoi d&rsquo;un formulaire, dans 19,85 %,<\/li>\n<li>le clic vers un site externe, dans 14,28 %,<\/li>\n<li>la prise de rendez-vous, dans 8,42 %,<\/li>\n<li>la recherche interne, dans 7,16 %.<\/li>\n<\/ul>\n<p>Microsoft note aussi que le volume de sessions avec agent a progress\u00e9 de 88 % en trois semaines dans ses donn\u00e9es.<\/p>\n<h2>Agents IA et visiteurs humains : quelles diff\u00e9rences ?<\/h2>\n<p>Sur les m\u00eames sites, les humains se comportent autrement. Leur action la plus fr\u00e9quente est le clic vers un site externe (26,99 % des sessions), et le paiement n&rsquo;arrive qu&rsquo;en troisi\u00e8me position (14,65 %).<\/p>\n<p>Autrement dit, <strong>le paiement p\u00e8se presque deux fois plus dans les sessions avec agent que dans les sessions humaines<\/strong>. Les envois de formulaires, eux, sont proches (19,85 % contre 18,56 %). La recherche interne est un peu plus fr\u00e9quente chez les agents (7,16 % contre 4,79 %).<\/p>\n<p>C&rsquo;est logique : un agent arrive avec une t\u00e2che pr\u00e9cise \u00e0 accomplir, l\u00e0 o\u00f9 un humain compare, se renseigne et repart souvent ailleurs.<\/p>\n<figure id=\"attachment_47740\" aria-describedby=\"caption-attachment-47740\" style=\"width: 1190px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-47740\" src=\"\/file\/2026\/11\/sessions-agents-ia-vs-humains-yoann-uzan.jpg\" alt=\"Deux parcours holographiques bleus : un visiteur humain qui part vers des liens externes et un robot qui va directement au panier et au paiement\" width=\"1200\" height=\"671\" srcset=\"https:\/\/www.yoannuzan.com\/inc\/uploads\/2026\/11\/sessions-agents-ia-vs-humains-yoann-uzan.jpg 1200w, https:\/\/www.yoannuzan.com\/inc\/uploads\/2026\/11\/sessions-agents-ia-vs-humains-yoann-uzan-300x168.jpg 300w, https:\/\/www.yoannuzan.com\/inc\/uploads\/2026\/11\/sessions-agents-ia-vs-humains-yoann-uzan-1024x573.jpg 1024w, https:\/\/www.yoannuzan.com\/inc\/uploads\/2026\/11\/sessions-agents-ia-vs-humains-yoann-uzan-768x429.jpg 768w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><figcaption id=\"caption-attachment-47740\" class=\"wp-caption-text\">L&rsquo;humain explore et compare, l&rsquo;agent va plus souvent droit au but.<\/figcaption><\/figure>\n<h2>Quelles sont les limites de ces chiffres ?<\/h2>\n<p>Je trouve l&rsquo;\u00e9tude utile, mais elle demande de la prudence. Microsoft le reconna\u00eet lui-m\u00eame sur plusieurs points :<\/p>\n<ul>\n<li>une session \u00ab avec agent \u00bb peut inclure un passage de relais \u00e0 l&rsquo;humain, et Clarity ne sait pas encore s\u00e9parer les deux : on ne sait donc pas qui a cliqu\u00e9 sur \u00ab payer \u00bb,<\/li>\n<li>les actions sont compt\u00e9es s\u00e9par\u00e9ment, sur des sites de secteurs diff\u00e9rents : ce n&rsquo;est pas un entonnoir de conversion,<\/li>\n<li>un \u00e9v\u00e9nement \u00ab checkout \u00bb ne prouve pas qu&rsquo;une commande a \u00e9t\u00e9 valid\u00e9e.<\/li>\n<\/ul>\n<p>Il y a aussi une question de base de calcul. 306 621 sessions avec paiement qui repr\u00e9sentent 25,21 % donnent un total d&rsquo;environ 1,2 million de sessions, et non 5,2 millions. PPC Land a relev\u00e9 cet \u00e9cart dans son <a href=\"https:\/\/ppc.land\/checkout-appears-in-25-of-ai-agent-sessions-vs-15-for-humans-clarity-finds\/\" target=\"_blank\" rel=\"noopener\">analyse de l&rsquo;\u00e9tude<\/a>. Les pourcentages portent donc probablement sur un sous-ensemble de sessions, sans que l&rsquo;\u00e9tude le pr\u00e9cise.<\/p>\n<h2>Ce que \u00e7a change pour la mesure e-commerce et lead gen<\/h2>\n<p>M\u00eame avec ces limites, la tendance est claire : une partie de vos conversions va passer par des agents. Trois cons\u00e9quences concr\u00e8tes :<\/p>\n<ul>\n<li>vos <a href=\"\/taux-de-conversion-e-commerce\/\">taux de conversion<\/a> vont \u00eatre brouill\u00e9s, avec des sessions tr\u00e8s courtes et tr\u00e8s efficaces qui ne ressemblent \u00e0 aucun parcours humain,<\/li>\n<li>l&rsquo;attribution publicitaire va se compliquer : un agent qui ach\u00e8te apr\u00e8s une recherche dans ChatGPT ou Gemini ne laisse pas toujours de source exploitable, ce qui accentue les <a href=\"\/conversions-plateformes-publicitaires-ecarts\/\">\u00e9carts de conversions entre plateformes<\/a>,<\/li>\n<li>les formulaires et tunnels de paiement doivent \u00eatre lisibles par une machine : champs bien \u00e9tiquet\u00e9s, pas d&rsquo;\u00e9tape cach\u00e9e, pas de CAPTCHA inutile au mauvais moment.<\/li>\n<\/ul>\n<p>Clarity a lanc\u00e9 en m\u00eame temps un tableau de bord \u00ab Agent Activity \u00bb, disponible pour les sites qui re\u00e7oivent du trafic agentique. Il compl\u00e8te le rapport sur les robots d&rsquo;IA que j&rsquo;ai pr\u00e9sent\u00e9 dans mon article sur le <a href=\"\/microsoft-clarity-rapport-ia-scrape-referral\/\">ratio AI Scrape-to-Referral de Clarity<\/a>. Clarity \u00e9tant gratuit, je conseille de l&rsquo;installer en parall\u00e8le de GA4 sur les sites e-commerce.<\/p>\n<p>C&rsquo;est aussi la suite logique du <a href=\"\/google-commerce-agentique-fetes-ucp\/\">commerce agentique de Google<\/a> : les agents ne se contentent plus de recommander, ils ach\u00e8tent.<\/p>\n<h2>Mon avis<\/h2>\n<p>Je retiens moins le chiffre de 25 % que le signal. Le trafic agentique reste marginal en volume, mais il est d\u00e9j\u00e0 tr\u00e8s orient\u00e9 vers l&rsquo;action. C&rsquo;est l&rsquo;inverse du trafic \u00ab de lecture \u00bb des robots d&rsquo;IA, qui prend beaucoup et rend peu.<\/p>\n<p>Selon moi, les marchands qui prennent de l&rsquo;avance sont ceux qui mesurent ce trafic d\u00e8s maintenant, avant qu&rsquo;il ne fausse leurs tableaux de bord. C&rsquo;est un point que j&rsquo;int\u00e8gre d\u00e9sormais dans mes audits de mesure, en tant que <a href=\"\/consultant-analytics-expert\/\">consultant analytics<\/a>.<\/p>\n<h2>FAQ : agents IA et Microsoft Clarity<\/h2>\n<h3>Qu&rsquo;est-ce qu&rsquo;une session agentique ?<\/h3>\n<p>C&rsquo;est une visite men\u00e9e en tout ou partie par un agent IA, par exemple un navigateur capable de naviguer et d&rsquo;agir pour le compte de son utilisateur.<\/p>\n<h3>Les agents IA ach\u00e8tent-ils vraiment \u00e0 la place des internautes ?<\/h3>\n<p>Ils atteignent souvent l&rsquo;\u00e9tape de paiement, mais Clarity ne peut pas dire si c&rsquo;est l&rsquo;agent ou l&rsquo;humain qui a valid\u00e9. L&rsquo;\u00e9tude ne prouve pas des achats autonomes.<\/p>\n<h3>Comment voir le trafic des agents IA sur mon site ?<\/h3>\n<p>Microsoft Clarity propose un tableau de bord \u00ab Agent Activity \u00bb pour les sites qui re\u00e7oivent ce type de trafic. GA4 ne les distingue pas nativement.<\/p>\n<h3>Faut-il bloquer les agents IA ?<\/h3>\n<p>Pour un site marchand, non : ils peuvent aller jusqu&rsquo;au panier. Mieux vaut les mesurer et v\u00e9rifier que vos formulaires et votre tunnel restent utilisables.<\/p>\n<h3>Microsoft Clarity est-il gratuit ?<\/h3>\n<p>Oui, Clarity est un outil d&rsquo;analyse gratuit de Microsoft, compatible avec GA4.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Les agents IA ne se contentent plus de lire vos pages pour r\u00e9pondre \u00e0 une question. Ils naviguent, remplissent des formulaires et vont jusqu&rsquo;au panier pour le compte de leurs utilisateurs. Le 29 octobre 2026, Microsoft Clarity a publi\u00e9 une premi\u00e8re \u00e9tude sur ce que font ces agents une fois sur un site. Le chiffre &#8230; <a title=\"Microsoft Clarity : les agents IA vont plus souvent jusqu&rsquo;au paiement\" class=\"read-more\" href=\"https:\/\/www.yoannuzan.com\/microsoft-clarity-agents-ia\/\" aria-label=\"En savoir plus sur Microsoft Clarity : les agents IA vont plus souvent jusqu&rsquo;au paiement\">Lire plus<\/a><\/p>\n","protected":false},"author":1,"featured_media":47739,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[42],"tags":[],"class_list":["post-47741","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ia-geo"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Microsoft Clarity : les agents IA vont jusqu&#039;au paiement<\/title>\n<meta name=\"description\" content=\"\u00c9tude Microsoft Clarity : le paiement appara\u00eet dans 25 % des sessions avec agent IA, contre 15 % chez les humains. 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