{"id":44484,"date":"2026-10-15T09:25:09","date_gmt":"2026-10-15T09:25:09","guid":{"rendered":"https:\/\/yoannuzan.com\/visibilite-ia\/audit-visibilite-ia\/"},"modified":"2026-10-15T09:28:03","modified_gmt":"2026-10-15T09:28:03","slug":"audit-visibilite-ia","status":"publish","type":"page","link":"https:\/\/www.yoannuzan.com\/visibilite-ia\/audit-visibilite-ia\/","title":{"rendered":"Audit de visibilit\u00e9 IA"},"content":{"rendered":"<h2>Que disent ChatGPT, Gemini et Perplexity de votre entreprise ?<\/h2>\n<p>Vos prospects posent aujourd\u2019hui leurs questions \u00e0 des assistants IA : \u00ab quel est le meilleur prestataire pour\u2026 \u00bb, \u00ab quelle marque choisir pour\u2026 \u00bb, \u00ab comparatif de\u2026 \u00bb. Les r\u00e9ponses citent quelques noms et en ignorent beaucoup d\u2019autres. Sans mesure, impossible de savoir si vous en faites partie, ni pourquoi un concurrent passe devant vous.<\/p>\n<p>L\u2019audit de visibilit\u00e9 IA r\u00e9pond pr\u00e9cis\u00e9ment \u00e0 ces questions, avec des chiffres.<\/p>\n<h2>Ce que l\u2019audit mesure<\/h2>\n<ul>\n<li>Votre taux de pr\u00e9sence : sur un panel de questions repr\u00e9sentatives de votre march\u00e9, combien de r\u00e9ponses vous citent, sur quels moteurs IA et \u00e0 quelle position.<\/li>\n<li>Votre part de voix face \u00e0 vos concurrents : qui est cit\u00e9 le plus souvent, sur quels sujets, et avec quel ton.<\/li>\n<li>Les sources utilis\u00e9es par les IA : les pages de votre site, mais aussi les comparatifs, avis, annuaires, articles de presse et forums qui nourrissent leurs r\u00e9ponses.<\/li>\n<li>La perception de votre marque : ce que les IA disent de vos produits, de vos prix et de votre r\u00e9putation, et les informations erron\u00e9es ou dat\u00e9es \u00e0 corriger.<\/li>\n<li>Les freins techniques : acc\u00e8s des robots des IA \u00e0 votre site, donn\u00e9es structur\u00e9es, clart\u00e9 des contenus, fichier llms.txt.<\/li>\n<\/ul>\n<h2>Comment je r\u00e9alise l\u2019audit<\/h2>\n<p>Je construis d\u2019abord avec vous la liste des questions qui comptent pour votre activit\u00e9 : celles que se posent vos clients avant d\u2019acheter. Mes agents IA interrogent ensuite plusieurs moteurs de r\u00e9ponse de fa\u00e7on r\u00e9p\u00e9t\u00e9e, rel\u00e8vent chaque citation et chaque source, puis comparent votre pr\u00e9sence \u00e0 celle de vos concurrents. Partenaire AIclicks et Semrush Agency Partner, je m\u2019appuie sur des outils de suivi sp\u00e9cialis\u00e9s pour fiabiliser ces mesures.<\/p>\n<p>Je relis ensuite l\u2019ensemble, je fais le tri entre le bruit et les vrais signaux, et je vous livre un plan d\u2019action prioris\u00e9.<\/p>\n<h2>Ce que vous recevez<\/h2>\n<ul>\n<li>Un \u00e9tat des lieux chiffr\u00e9 de votre visibilit\u00e9 dans les IA, moteur par moteur.<\/li>\n<li>La cartographie des sources qui influencent les r\u00e9ponses dans votre secteur.<\/li>\n<li>Les \u00e9carts avec vos principaux concurrents et les raisons de ces \u00e9carts.<\/li>\n<li>Un plan d\u2019action class\u00e9 par impact : contenus \u00e0 cr\u00e9er ou \u00e0 revoir, corrections techniques, pr\u00e9sence hors site \u00e0 d\u00e9velopper, opportunit\u00e9s publicitaires dans ChatGPT.<\/li>\n<\/ul>\n<h2>Questions fr\u00e9quentes<\/h2>\n<h3>L\u2019audit remplace-t-il un audit SEO ?<\/h3>\n<p>Non, il le compl\u00e8te. Les moteurs IA s\u2019appuient en grande partie sur les m\u00eames signaux que Google, mais ils les lisent autrement. Je peux r\u00e9aliser les deux en m\u00eame temps et vous montrer o\u00f9 ils se rejoignent.<\/p>\n<h3>Combien de temps faut-il ?<\/h3>\n<p>Gr\u00e2ce \u00e0 mes agents IA, l\u2019audit est livr\u00e9 en quelques jours, sur la totalit\u00e9 des questions suivies. Le suivi peut ensuite devenir mensuel pour mesurer l\u2019effet des actions men\u00e9es.<\/p>\n<h3>Et apr\u00e8s l\u2019audit ?<\/h3>\n<p>Vous pouvez mettre en \u0153uvre le plan d\u2019action en interne, ou me confier la suite en <a href=\"\/visibilite-ia\/consultant-geo\/\">accompagnement GEO<\/a> et, si besoin, en <a href=\"\/visibilite-ia\/freelance-chatgpt-ads\/\">campagnes ChatGPT Ads<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Que disent ChatGPT, Gemini et Perplexity de votre entreprise ? Vos prospects posent aujourd\u2019hui leurs questions \u00e0 des assistants IA : \u00ab quel est le meilleur prestataire pour\u2026 \u00bb, \u00ab quelle marque choisir pour\u2026 \u00bb, \u00ab comparatif de\u2026 \u00bb. Les r\u00e9ponses citent quelques noms et en ignorent beaucoup d\u2019autres. Sans mesure, impossible de savoir si &#8230; <a title=\"Audit de visibilit\u00e9 IA\" class=\"read-more\" href=\"https:\/\/www.yoannuzan.com\/visibilite-ia\/audit-visibilite-ia\/\" aria-label=\"En savoir plus sur Audit de visibilit\u00e9 IA\">Lire plus<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":44483,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-44484","page","type-page","status-publish"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Audit de visibilit\u00e9 IA | ChatGPT, Gemini, Perplexity<\/title>\n<meta name=\"description\" content=\"Que disent les IA de votre marque ? 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