{"id":45223,"date":"2025-12-11T04:46:53","date_gmt":"2025-12-11T04:46:53","guid":{"rendered":"https:\/\/www.astrak.agency\/live-backup\/?p=45223"},"modified":"2025-12-11T09:12:31","modified_gmt":"2025-12-11T09:12:31","slug":"devenir-une-source-pour-les-llm","status":"publish","type":"post","link":"https:\/\/www.astrak.agency\/live-backup\/devenir-une-source-pour-les-llm\/","title":{"rendered":"SEO GEO : Comment ranker 1er dans les LLM ?"},"content":{"rendered":"\n<p style=\"font-size:18px;line-height:1.8\">Tu penses que le SEO est mort avec l&rsquo;arriv\u00e9e de ChatGPT et Gemini ? Faux. Il \u00e9volue. Si tu veux que ton contenu soit repris par les Intelligences Artificielles (IA), tu dois arr\u00eater d&rsquo;\u00e9crire pour Google comme en 2010.<\/p>\n\n\n\n<p style=\"font-size:18px;line-height:1.8\"><strong>L<strong>a cl\u00e9 r\u00e9side d\u00e9sormais dans l&rsquo;autorit\u00e9 de ta marque et la structure brute de tes donn\u00e9es.<\/strong><\/strong><\/p>\n\n\n\n<p style=\"font-size:18px;line-height:1.8\">Il existe un chevauchement massif entre le SEO classique et ce qu&rsquo;on appelle d\u00e9sormais le <strong>GEO (Generative Engine Optimization)<\/strong>. Les sites qui performent sur Google sont souvent ceux qui nourrissent les LLM. Mais attention : pour devenir une \u00ab\u00a0Source Tier 1\u00a0\u00bb (une source de confiance que l&rsquo;IA cite syst\u00e9matiquement), tu dois changer radicalement ta fa\u00e7on de structurer l&rsquo;information.<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe title=\"Comment devenir une source pour les LLM ? (secrets du Chiang Mai SEO)\" width=\"1200\" height=\"675\" data-src=\"https:\/\/www.youtube.com\/embed\/oDrWUFm5nb0?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" data-load-mode=\"1\"><\/iframe>\n<\/div><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Ce qu&rsquo;il faut retenir pour ta strat\u00e9gie GEO en 2025<\/h2>\n\n\n\n<p>L&rsquo;optimisation pour les LLM n&rsquo;est pas une discipline s\u00e9par\u00e9e. C&rsquo;est du SEO <strong>plus strict, plus technique et plus structur\u00e9<\/strong>.<\/p>\n\n\n\n<p>Pour gagner, tu dois appliquer trois principes fondamentaux :<\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-5e620cd0 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column has-border-color has-cyan-bluish-gray-border-color has-contrast-background-color has-background is-layout-flow wp-block-column-is-layout-flow\" style=\"border-width:1px;border-radius:12px;padding-top:32px;padding-right:32px;padding-bottom:32px;padding-left:32px\">\n<p class=\"has-base-color has-text-color\" style=\"font-size:23px;line-height:1\"><span style=\"color:#00b4d8\">1.<\/span> <strong>Simplifie \u00e0 l&rsquo;extr\u00eame<\/strong><\/p>\n\n\n\n<p class=\"has-base-color has-text-color\" style=\"font-size:16px;line-height:1.6\">Phrases courtes, voix active, information en d\u00e9but de phrase (c&rsquo;est le principe de la Pyramide Invers\u00e9e). L&rsquo;IA n&rsquo;a pas le temps pour tes tournures de phrases complexes.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column has-border-color has-cyan-bluish-gray-border-color has-base-color has-contrast-background-color has-text-color has-background has-link-color wp-elements-72cbefe67d7948d9891a639870b2184e is-layout-flow wp-block-column-is-layout-flow\" style=\"border-width:1px;border-radius:12px;padding-top:32px;padding-right:32px;padding-bottom:32px;padding-left:32px\">\n<p class=\"has-base-color has-text-color\" style=\"font-size:22px;line-height:1\"><strong><span style=\"color:#00b4d8\">2.<\/span> Structure tes donn\u00e9es<\/strong><\/p>\n\n\n\n<p class=\"has-base-color has-text-color\" style=\"font-size:16px;line-height:1.6\">Abuse du format JSON et des listes \u00e0 puces. C&rsquo;est le langage que les robots comprennent le mieux.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column has-border-color has-cyan-bluish-gray-border-color has-contrast-background-color has-background is-layout-flow wp-block-column-is-layout-flow\" style=\"border-width:1px;border-radius:12px;padding-top:32px;padding-right:32px;padding-bottom:32px;padding-left:32px\">\n<p class=\"has-base-color has-text-color has-link-color wp-elements-0ef19e53abe83c5da3e93cedaafa1528\" style=\"font-size:22px\"><strong><span style=\"color:#00b4d8\">3.<\/span> Cr\u00e9dibilise ton entit\u00e9<\/strong><\/p>\n\n\n\n<p class=\"has-base-color has-text-color\" style=\"font-size:16px;line-height:1.6\">Travaille ton Branding et connecte tes entit\u00e9s via le sch\u00e9ma.<\/p>\n<\/div>\n<\/div>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">1. La nouvelle m\u00e9trique : Le \u00ab\u00a0Co\u00fbt de R\u00e9cup\u00e9ration d&rsquo;Information\u00a0\u00bb<\/h2>\n\n\n\n<p>Oublie le \u00ab\u00a0Crawl Budget\u00a0\u00bb de Google un instant. Pour les LLM (<em>Large Language Models<\/em>), la nouvelle contrainte majeure est le <strong>Information Retrieval Cost<\/strong> (Co\u00fbt de r\u00e9cup\u00e9ration de l&rsquo;information).<\/p>\n\n\n\n<p>Les IA ing\u00e8rent des millions de pages. Pour elles, trouver une information pr\u00e9cise dans un contenu \u00ab\u00a0bavard\u00a0\u00bb revient \u00e0 chercher une aiguille dans une botte de foin. Chaque \u00ab\u00a0token\u00a0\u00bb (chaque morceau de mot) leur co\u00fbte de l&rsquo;argent en puissance de calcul.<\/p>\n\n\n\n<p><strong>Ta mission est simple : R\u00e9duire ce co\u00fbt pour l&rsquo;IA.<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Sois direct (<em>To The Point<\/em>) :<\/strong> L&rsquo;IA d\u00e9teste le blabla. Elle veut l&rsquo;information brute, sans style litt\u00e9raire superflu. Si tu tournes autour du pot, tu perds des points de pertinence.<\/li>\n\n\n\n<li><strong>Structure l&rsquo;info :<\/strong> Si l&rsquo;IA doit \u00ab\u00a0r\u00e9fl\u00e9chir\u00a0\u00bb pour comprendre ta phrase ou le lien entre deux id\u00e9es, elle passera \u00e0 une source plus simple \u00e0 dig\u00e9rer.<\/li>\n<\/ul>\n\n\n\n<div class=\"wp-block-group has-border-color has-contrast-background-color has-background\" style=\"border-color:#e5e7eb;border-width:1px;border-radius:12px;margin-top:28px;margin-bottom:28px;padding-top:20px;padding-right:24px;padding-bottom:20px;padding-left:24px\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-container-core-group-is-layout-1e7d5acf wp-block-group-is-layout-constrained\">\n<p class=\"has-base-color has-text-color has-link-color wp-elements-7663b438dc44d4ff05a778a4adabff53\" style=\"font-size:15px;line-height:1.7\"><strong>\ud83d\udca1 Mon conseil :<\/strong> \u00c9crire \u00ab\u00a0droit au but\u00a0\u00bb sans fioritures am\u00e9liore non seulement ta compr\u00e9hension par les IA, mais c&rsquo;est aussi devenu un signal positif pour Google. Le moteur recherche d\u00e9sormais la satisfaction imm\u00e9diate de l&rsquo;utilisateur.<\/p>\n<\/div><\/div>\n\n\n\n<h2 class=\"wp-block-heading\" style=\"margin-top:48px;margin-bottom:24px;font-size:28px;font-style:normal;font-weight:800\">2. Le JSON est le carburant ultime des LLM<\/h2>\n\n\n\n<p>S&rsquo;il y a une p\u00e9pite technique \u00e0 retenir de ma vid\u00e9o, c&rsquo;est celle-ci : <strong>Les LLM sont accros au format JSON.<\/strong> C&rsquo;est litt\u00e9ralement leur format de pr\u00e9dilection pour structurer la donn\u00e9e.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"403\" src=\"https:\/\/www.astrak.agency\/live-backup\/wp-content\/uploads\/2025\/12\/Capture-decran-2025-12-11-a-12.08.25-1024x403.png\" alt=\"image JSON Script\" class=\"wp-image-45240\"\/><\/figure>\n<\/div>\n\n\n<p>Structurer tes donn\u00e9es, et notamment tes FAQ, en format JSON facilite consid\u00e9rablement l&rsquo;ingestion de ton contenu par les mod\u00e8les comme GPT-4, Perplexity ou Claude.<\/p>\n\n\n\n<p><strong>Comment l&rsquo;appliquer concr\u00e8tement ?<\/strong><\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-5e620cd0 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column has-border-color has-cyan-bluish-gray-border-color has-contrast-background-color has-background is-layout-flow wp-block-column-is-layout-flow\" style=\"border-width:1px;border-radius:12px;padding-top:32px;padding-right:32px;padding-bottom:32px;padding-left:32px\">\n<p class=\"has-base-color has-text-color\" style=\"font-size:23px;line-height:1\"><span style=\"color:#00b4d8\">1.<\/span> <strong><strong>FAQ en JSON-LD <\/strong><\/strong><\/p>\n\n\n\n<p class=\"has-base-color has-text-color\" style=\"font-size:16px;line-height:1.6\">Arr\u00eate de te contenter de simples questions\/r\u00e9ponses en texte brut dans tes articles. Utilise le balisage de donn\u00e9es structur\u00e9es (Schema.org) pour tes FAQ.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column has-border-color has-cyan-bluish-gray-border-color has-base-color has-contrast-background-color has-text-color has-background has-link-color wp-elements-95fa85446a4d8a5a223930fb6b21c2c5 is-layout-flow wp-block-column-is-layout-flow\" style=\"border-width:1px;border-radius:12px;padding-top:32px;padding-right:32px;padding-bottom:32px;padding-left:32px\">\n<p class=\"has-base-color has-text-color\" style=\"font-size:22px;line-height:1\"><strong><span style=\"color:#00b4d8\">2.<\/span> <strong>Format \u00ab\u00a0Ping-Pong\u00a0\u00bb<\/strong><\/strong><\/p>\n\n\n\n<p class=\"has-base-color has-text-color\" style=\"font-size:16px;line-height:1.6\">Privil\u00e9gie des questions courtes suivies de r\u00e9ponses courtes et factuelles. Ce format est id\u00e9al pour \u00eatre \u00ab\u00a0aspir\u00e9\u00a0\u00bb et ressorti tel quel dans une r\u00e9ponse de chatbot.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column has-border-color has-cyan-bluish-gray-border-color has-contrast-background-color has-background is-layout-flow wp-block-column-is-layout-flow\" style=\"border-width:1px;border-radius:12px;padding-top:32px;padding-right:32px;padding-bottom:32px;padding-left:32px\">\n<p class=\"has-base-color has-text-color has-link-color wp-elements-9a08c0fca118f2b53e0e9e193ef0a590\" style=\"font-size:22px\"><strong><span style=\"color:#00b4d8\">3.<\/span> <strong>Pages \u00ab\u00a0Chunky\u00a0\u00bb (simples \u00e0 extraire)<\/strong><\/strong><\/p>\n\n\n\n<p class=\"has-base-color has-text-color\" style=\"font-size:16px;line-height:1.6\">Une page d\u00e9di\u00e9e \u00e0 une intention pr\u00e9cise, cod\u00e9e proprement sans scripts superflus, sera toujours privil\u00e9gi\u00e9e par rapport \u00e0 un guide complexe de 5000 mots qui m\u00e9lange tout.<\/p>\n<\/div>\n<\/div>\n\n\n\n<p style=\"font-size:18px;line-height:1.8\"><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" style=\"margin-top:48px;margin-bottom:24px;font-size:28px;font-style:normal;font-weight:800\">3. Devenir une \u00ab\u00a0Source Tier 1\u00a0\u00bb : La strat\u00e9gie d&rsquo;autorit\u00e9<\/h2>\n\n\n\n<p>Tu as d\u00e9j\u00e0 remarqu\u00e9 que ChatGPT cite souvent les m\u00eames sites ? Ce n&rsquo;est pas un hasard. Il fonctionne avec une hi\u00e9rarchie de sources, mise en \u00e9vidence par les \u00e9tudes de Surfer SEO :<\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-5e620cd0 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column has-border-color has-cyan-bluish-gray-border-color has-contrast-background-color has-background is-layout-flow wp-block-column-is-layout-flow\" style=\"border-width:1px;border-radius:12px;padding-top:32px;padding-right:32px;padding-bottom:32px;padding-left:32px\">\n<p class=\"has-base-color has-text-color\" style=\"font-size:23px;line-height:1\"><strong><span style=\"color:#00b4d8\">1.<\/span> Les Sources Tier 1 (Core Sources) <\/strong><\/p>\n\n\n\n<p class=\"has-base-color has-text-color\" style=\"font-size:16px;line-height:1.6\">Les sources de confiance, r\u00e9currentes, qu&rsquo;il consid\u00e8re comme \u00ab\u00a0la v\u00e9rit\u00e9\u00a0\u00bb. Elles apparaissent syst\u00e9matiquement.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column has-border-color has-cyan-bluish-gray-border-color has-base-color has-contrast-background-color has-text-color has-background has-link-color wp-elements-12e3ed9cfee3ec5a8bd4f2cec475e3d7 is-layout-flow wp-block-column-is-layout-flow\" style=\"border-width:1px;border-radius:12px;padding-top:32px;padding-right:32px;padding-bottom:32px;padding-left:32px\">\n<p class=\"has-base-color has-text-color\" style=\"font-size:22px;line-height:1\"><strong><span style=\"color:#00b4d8\">2.<\/span> <strong><strong>Les Sources Tier 2<\/strong><\/strong><\/strong><\/p>\n\n\n\n<p class=\"has-base-color has-text-color\" style=\"font-size:16px;line-height:1.6\">Les sources volatiles qu&rsquo;il utilise pour compl\u00e9ter, mais auxquelles il accorde moins de poids.<\/p>\n<\/div>\n<\/div>\n\n\n\n<p>Pour que ton site devienne une source Tier 1, tu dois prouver ton autorit\u00e9 s\u00e9mantique et ton existence en tant qu&rsquo;entit\u00e9 r\u00e9elle aux yeux du Knowledge Graph.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Construire ta \u00ab\u00a0Forteresse Sociale\u00a0\u00bb<\/h3>\n\n\n\n<p>Les IA v\u00e9rifient ta cr\u00e9dibilit\u00e9 via des signaux externes. C&rsquo;est ce que j&rsquo;appelle construire une forteresse.<\/p>\n\n\n\n<p><strong>Signaux Utilisateurs r\u00e9els :<\/strong> Les IA (et Google) privil\u00e9gient les sites o\u00f9 de vrais humains passent du temps et naviguent. Le trafic r\u00e9el cr\u00e9dibilise la source.<\/p>\n\n\n\n<p><strong>R\u00e9seaux Sociaux Actifs :<\/strong> Un compte LinkedIn actif, une fiche Google Business Profile \u00e0 jour ou un profil Twitter engageant valident ton existence. LinkedIn est d&rsquo;ailleurs une source de donn\u00e9es (\u00ab\u00a0corpus\u00a0\u00bb) massivement consomm\u00e9e par les IA.<\/p>\n\n\n\n<p><strong>Le sch\u00e9ma <code>sameAs<\/code> :<\/strong> C&rsquo;est technique mais crucial. Utilise cette balise Schema.org dans le code de ton site pour dire explicitement aux robots : <em>\u00ab\u00a0Mon site Web, c&rsquo;est la m\u00eame entit\u00e9 que cette page LinkedIn et cette fiche Wikip\u00e9dia\u00a0\u00bb<\/em>. Cela connecte les points du <em>Knowledge Graph<\/em> et renforce ton autorit\u00e9.<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">4. Les techniques avanc\u00e9es (et \u00ab\u00a0Grey Hat\u00a0\u00bb) pour influencer les IA<\/h2>\n\n\n\n<p>Le Chiang Mai SEO 2025 a aussi r\u00e9v\u00e9l\u00e9 des m\u00e9thodes beaucoup plus agressives pour manipuler les r\u00e9sultats des IA. Je te les partage \u00e0 titre informatif (\u00e0 utiliser avec prudence et \u00e9thique, on est d&rsquo;accord ?).<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Le \u00ab\u00a0Parasite SEO\u00a0\u00bb sur LinkedIn :<\/strong> Puisque les IA font confiance \u00e0 LinkedIn, publier du contenu optimis\u00e9 (via des articles Pulse ou des posts longs) permet de se positionner tr\u00e8s vite dans les r\u00e9ponses des chatbots, en \u00ab\u00a0parasitant\u00a0\u00bb l&rsquo;autorit\u00e9 du domaine LinkedIn. J&rsquo;ai moi-m\u00eame utilis\u00e9 cette technique pour nettoyer l&rsquo;e-r\u00e9putation de certains clients.<\/li>\n\n\n\n<li><strong>L&rsquo;influence par les m\u00e9dias \u00e9trangers :<\/strong> Utiliser des m\u00e9dias de confiance dans d&rsquo;autres pays (qui parlent la m\u00eame langue) pour pousser une information peut influencer la perception globale du mod\u00e8le. C&rsquo;est moins cher et parfois plus efficace que d&rsquo;essayer d&rsquo;influencer Le Monde ou le Figaro.<\/li>\n\n\n\n<li><strong>Le \u00ab\u00a0DMCA Takedown\u00a0\u00bb :<\/strong> C&rsquo;est radical. Certains SEO ont r\u00e9ussi \u00e0 faire dispara\u00eetre des entit\u00e9s compl\u00e8tes (comme des personnalit\u00e9s publiques) de la m\u00e9moire des IA en envoyant des requ\u00eates de droit d&rsquo;auteur (DMCA) massives. Si l&rsquo;IA ne peut plus lire la source, elle oublie l&rsquo;information.<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Tu penses que le SEO est mort avec l&rsquo;arriv\u00e9e de ChatGPT et Gemini ? Faux. Il \u00e9volue. Si tu veux que ton contenu soit repris &#8230; <a title=\"SEO GEO : Comment ranker 1er dans les LLM ?\" class=\"read-more\" href=\"https:\/\/www.astrak.agency\/live-backup\/devenir-une-source-pour-les-llm\/\" aria-label=\"En savoir plus sur SEO GEO : Comment ranker 1er dans les LLM ?\">Lire la suite<\/a><\/p>\n","protected":false},"author":2,"featured_media":45226,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"content-type":"","_lmt_disableupdate":"","_lmt_disable":"","footnotes":""},"categories":[1],"tags":[],"class_list":["post-45223","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.9 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>SEO GEO : Comment ranker 1er dans les LLM ? - Astrak<\/title>\n<meta name=\"robots\" content=\"noindex, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"SEO GEO : Comment ranker 1er dans les LLM ? - Astrak\" \/>\n<meta property=\"og:description\" content=\"Tu penses que le SEO est mort avec l&rsquo;arriv\u00e9e de ChatGPT et Gemini ? 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