https://quentinyacoub.com/en/ 2026-10-19 monthly 1.0 https://quentinyacoub.com/img/photo-quentin-yacoub.webp Quentin Yacoub — SEO/GEO Specialist https://quentinyacoub.com/media/personal-ai-agents-webmcp-test-bench-small.webp Blueprint drawing of a test bench: a WebMCP measuring instrument is wired to four devices labeled Muse, Grok Bot, OpenAI Dots and Gemini, each with a gauge below it. Title block: WebMCP test, October 2026. https://quentinyacoub.com/media/webmcp-astro-cover-small.webp Blueprint diagram of a WebMCP setup on an Astro site: the Astro build generates news-index.json, the page exposes a search_news() WebMCP tool through document.modelContext, AI agents like Dots, Muse and Grok Bot call it, and a beacon logs each call to a Cloudflare Worker and a Google Sheet. https://quentinyacoub.com/media/chatgpt-query-fan-out-bookmarklet-v2-cover-small.webp Blueprint-style graphic featuring the text CHATGPT QUERY FAN OUT BOOKMARKLET V2 (GPT-5.6) on a grid background. https://quentinyacoub.com/media/chatgpt-5-3-5-4-fan-out-query-extraction-bookmarklet-cover-small.webp Blueprint-style graphic featuring the text CHATGPT FAN OUT QUERY EXTRACTION BOOKMARKLET on a grid background. https://quentinyacoub.com/media/what-is-aem-sites-optimizer-cover-small.webp AEM Sites Optimizer interface showing performance metrics https://quentinyacoub.com/media/the-seo-first-stack-cover-small.webp Technical architectural diagram showing a Static Build process using Astro 6.0 and Sharp Image Optimizer, followed by an Edge Deployment via PlanetHoster and Cloudflare to a web browser. https://quentinyacoub.com/media/seo-geo-ai-news-october-5-to-october-18-2026-cover-small.webp News digest cover image https://quentinyacoub.com/media/seo-geo-ai-news-june-8-to-june-21-2026-cover-small.webp News digest cover image https://quentinyacoub.com/media/seo-geo-ai-news-may-25-to-june-7-2026-cover-small.webp News digest cover image https://quentinyacoub.com/media/seo-geo-ai-news-april-13-to-april-26-2026-cover-small.webp News digest cover image https://quentinyacoub.com/media/seo-geo-ai-news-april-6-to-april-12-2026-cover-small.webp News digest cover image https://quentinyacoub.com/media/seo-geo-ai-news-march-23-to-april-5-2026-cover-small.webp News digest cover image https://quentinyacoub.com/fr/ 2026-10-19 monthly 1.0 https://quentinyacoub.com/img/photo-quentin-yacoub.webp Quentin Yacoub — Spécialiste SEO/GEO https://quentinyacoub.com/media/banc-de-test-webmcp-agents-ia-personnels-small.webp Dessin blueprint d'un banc de test : un instrument de mesure WebMCP est relié à quatre appareils nommés Muse, Grok Bot, OpenAI Dots et Gemini, chacun avec un cadran en dessous. Cartouche : test WebMCP, octobre 2026. https://quentinyacoub.com/media/webmcp-astro-couverture-small.webp Schéma blueprint d'une installation WebMCP sur un site Astro : le build Astro génère news-index.json, la page expose un outil WebMCP search_news() via document.modelContext, des agents IA comme Dots, Muse et Grok Bot l'appellent, et un beacon enregistre chaque appel via un Worker Cloudflare dans un Google Sheet. https://quentinyacoub.com/media/script-extraction-query-fan-out-chatgpt-v2-couverture-small.webp Graphique style blueprint avec le texte EXTRACTION QUERY FAN OUT CHATGPT V2 (GPT-5.6) sur fond de grille. https://quentinyacoub.com/media/script-extraction-query-fan-chatgpt-5-3-5-4-cover-small.webp Graphique style blueprint avec le texte EXTRACTION QUERY FAN OUT CHATGPT 5.3/5.4 https://quentinyacoub.com/media/guide-aem-sites-optimizer-cover-small.webp Interface de AEM Sites Optimizer montrant des indicateurs de performance https://quentinyacoub.com/media/stack-technique-seo-geo-small.webp Schéma d'architecture technique montrant un processus de Static Build via Astro 6.0 et Sharp, suivi d'un déploiement Edge via PlanetHoster et Cloudflare vers un navigateur web. https://quentinyacoub.com/media/seo-geo-ai-actualites-5-octobre-18-octobre-2026-cover-small.webp Image de couverture du digest https://quentinyacoub.com/media/seo-geo-ai-actualites-8-juin-21-juin-2026-cover-small.webp Image de couverture du digest https://quentinyacoub.com/media/seo-geo-ai-actualites-25-mai-7-juin-2026-cover-small.webp Image de couverture du digest https://quentinyacoub.com/media/seo-geo-ai-actualites-13-avril-26-avril-2026-cover-small.webp image de couverture du digest https://quentinyacoub.com/media/seo-geo-ai-actualites-6-avril-12-avril-2026-cover-small.webp Image de couverture du digest https://quentinyacoub.com/media/seo-geo-ai-actualites-23-mars-5-avril-2026-cover-small.webp Image de couverture de la revue de presse, actualités SEO, GEO, & IA du 23 mars au 5 avril 2026 https://quentinyacoub.com/en/about/ monthly 0.8 https://quentinyacoub.com/img/quentin-yacoub-working.webp Quentin Yacoub | SEO & GEO Specialist at Adobe https://quentinyacoub.com/img/about-me-life-offline.webp Quentin Yacoub — life outside work https://quentinyacoub.com/en/privacy/ monthly 0.3 https://quentinyacoub.com/fr/a-propos/ monthly 0.8 https://quentinyacoub.com/img/quentin-yacoub-working.webp Quentin Yacoub | Spécialiste SEO & GEO chez Adobe https://quentinyacoub.com/img/about-me-life-offline.webp Quentin Yacoub — la vie en dehors du travail https://quentinyacoub.com/fr/confidentialite/ monthly 0.3 https://quentinyacoub.com/en/blog/ 2026-10-19 monthly 0.9 https://quentinyacoub.com/media/personal-ai-agents-webmcp-test-bench-small.webp Blueprint drawing of a test bench: a WebMCP measuring instrument is wired to four devices labeled Muse, Grok Bot, OpenAI Dots and Gemini, each with a gauge below it. Title block: WebMCP test, October 2026. https://quentinyacoub.com/media/webmcp-astro-cover-small.webp Blueprint diagram of a WebMCP setup on an Astro site: the Astro build generates news-index.json, the page exposes a search_news() WebMCP tool through document.modelContext, AI agents like Dots, Muse and Grok Bot call it, and a beacon logs each call to a Cloudflare Worker and a Google Sheet. https://quentinyacoub.com/media/chatgpt-query-fan-out-bookmarklet-v2-cover-small.webp Blueprint-style graphic featuring the text CHATGPT QUERY FAN OUT BOOKMARKLET V2 (GPT-5.6) on a grid background. https://quentinyacoub.com/media/chatgpt-5-3-5-4-fan-out-query-extraction-bookmarklet-cover-small.webp Blueprint-style graphic featuring the text CHATGPT FAN OUT QUERY EXTRACTION BOOKMARKLET on a grid background. https://quentinyacoub.com/media/what-is-aem-sites-optimizer-cover-small.webp AEM Sites Optimizer interface showing performance metrics https://quentinyacoub.com/media/the-seo-first-stack-cover-small.webp Technical architectural diagram showing a Static Build process using Astro 6.0 and Sharp Image Optimizer, followed by an Edge Deployment via PlanetHoster and Cloudflare to a web browser. https://quentinyacoub.com/media/hello-world-cover-small.webp test https://quentinyacoub.com/en/news/ 2026-10-19 monthly 0.9 https://quentinyacoub.com/media/seo-geo-ai-news-october-5-to-october-18-2026-cover-small.webp News digest cover image https://quentinyacoub.com/media/seo-geo-ai-news-june-8-to-june-21-2026-cover-small.webp News digest cover image https://quentinyacoub.com/media/seo-geo-ai-news-may-25-to-june-7-2026-cover-small.webp News digest cover image https://quentinyacoub.com/media/seo-geo-ai-news-april-13-to-april-26-2026-cover-small.webp News digest cover image https://quentinyacoub.com/media/seo-geo-ai-news-april-6-to-april-12-2026-cover-small.webp News digest cover image https://quentinyacoub.com/media/seo-geo-ai-news-march-23-to-april-5-2026-cover-small.webp News digest cover image https://quentinyacoub.com/fr/actualites/ 2026-10-19 monthly 0.9 https://quentinyacoub.com/media/seo-geo-ai-actualites-5-octobre-18-octobre-2026-cover-small.webp Image de couverture du digest https://quentinyacoub.com/media/seo-geo-ai-actualites-8-juin-21-juin-2026-cover-small.webp Image de couverture du digest https://quentinyacoub.com/media/seo-geo-ai-actualites-25-mai-7-juin-2026-cover-small.webp Image de couverture du digest https://quentinyacoub.com/media/seo-geo-ai-actualites-13-avril-26-avril-2026-cover-small.webp image de couverture du digest https://quentinyacoub.com/media/seo-geo-ai-actualites-6-avril-12-avril-2026-cover-small.webp Image de couverture du digest https://quentinyacoub.com/media/seo-geo-ai-actualites-23-mars-5-avril-2026-cover-small.webp Image de couverture de la revue de presse, actualités SEO, GEO, & IA du 23 mars au 5 avril 2026 https://quentinyacoub.com/fr/blog/ 2026-10-19 monthly 0.9 https://quentinyacoub.com/media/banc-de-test-webmcp-agents-ia-personnels-small.webp Dessin blueprint d'un banc de test : un instrument de mesure WebMCP est relié à quatre appareils nommés Muse, Grok Bot, OpenAI Dots et Gemini, chacun avec un cadran en dessous. Cartouche : test WebMCP, octobre 2026. https://quentinyacoub.com/media/webmcp-astro-couverture-small.webp Schéma blueprint d'une installation WebMCP sur un site Astro : le build Astro génère news-index.json, la page expose un outil WebMCP search_news() via document.modelContext, des agents IA comme Dots, Muse et Grok Bot l'appellent, et un beacon enregistre chaque appel via un Worker Cloudflare dans un Google Sheet. https://quentinyacoub.com/media/script-extraction-query-fan-out-chatgpt-v2-couverture-small.webp Graphique style blueprint avec le texte EXTRACTION QUERY FAN OUT CHATGPT V2 (GPT-5.6) sur fond de grille. https://quentinyacoub.com/media/script-extraction-query-fan-chatgpt-5-3-5-4-cover-small.webp Graphique style blueprint avec le texte EXTRACTION QUERY FAN OUT CHATGPT 5.3/5.4 https://quentinyacoub.com/media/guide-aem-sites-optimizer-cover-small.webp Interface de AEM Sites Optimizer montrant des indicateurs de performance https://quentinyacoub.com/media/stack-technique-seo-geo-small.webp Schéma d'architecture technique montrant un processus de Static Build via Astro 6.0 et Sharp, suivi d'un déploiement Edge via PlanetHoster et Cloudflare vers un navigateur web. https://quentinyacoub.com/media/hello-world-cover-small.webp test https://quentinyacoub.com/en/blog/chatgpt-53-54-query-fan-out-extraction-bookmarklet/ 2026-10-04 monthly 0.7 https://quentinyacoub.com/img/logo-quentin-yacoub.webp Quentin Yacoub https://quentinyacoub.com/media/chatgpt-5-3-5-4-fan-out-query-extraction-bookmarklet-cover-large.webp Blueprint-style graphic featuring the text CHATGPT FAN OUT QUERY EXTRACTION BOOKMARKLET on a grid background. https://quentinyacoub.com/media/chatgpt-5.3-5.4-fan-out-bookmarklet-creation-large.webp Chrome bookmarklet dialog: name “ChatGPT Fan-out”, URL field with javascript: bookmark https://quentinyacoub.com/media/chat-gpt-5.3-5.4-conversation-with-fan-out-bookmarklet-large.webp ChatGPT conversation open in the browser with the fan-out bookmarklet on the bookmarks bar https://quentinyacoub.com/media/free-chatgpt-5.3-5.4-fan-out-extraction-bookmarklet-large.webp New tab showing extracted fan-out queries, citations, and web search rows from ChatGPT https://quentinyacoub.com/img/photo-quentin-yacoub.webp Quentin Yacoub https://quentinyacoub.com/media/personal-ai-agents-webmcp-test-bench-small.webp Blueprint drawing of a test bench: a WebMCP measuring instrument is wired to four devices labeled Muse, Grok Bot, OpenAI Dots and Gemini, each with a gauge below it. Title block: WebMCP test, October 2026. https://quentinyacoub.com/media/webmcp-astro-cover-small.webp Blueprint diagram of a WebMCP setup on an Astro site: the Astro build generates news-index.json, the page exposes a search_news() WebMCP tool through document.modelContext, AI agents like Dots, Muse and Grok Bot call it, and a beacon logs each call to a Cloudflare Worker and a Google Sheet. https://quentinyacoub.com/media/chatgpt-query-fan-out-bookmarklet-v2-cover-small.webp Blueprint-style graphic featuring the text CHATGPT QUERY FAN OUT BOOKMARKLET V2 (GPT-5.6) on a grid background. https://quentinyacoub.com/media/what-is-aem-sites-optimizer-cover-small.webp AEM Sites Optimizer interface showing performance metrics https://quentinyacoub.com/media/the-seo-first-stack-cover-small.webp Technical architectural diagram showing a Static Build process using Astro 6.0 and Sharp Image Optimizer, followed by an Edge Deployment via PlanetHoster and Cloudflare to a web browser. https://quentinyacoub.com/en/blog/chatgpt-query-fan-out-bookmarklet-v2-gpt-5-6/ 2026-10-04 monthly 0.7 https://quentinyacoub.com/img/logo-quentin-yacoub.webp Quentin Yacoub https://quentinyacoub.com/media/chatgpt-query-fan-out-bookmarklet-v2-cover-large.webp Blueprint-style graphic featuring the text CHATGPT QUERY FAN OUT BOOKMARKLET V2 (GPT-5.6) on a grid background. https://quentinyacoub.com/media/chatgpt-fan-out-v2-bookmark-creation-large.webp Chrome bookmarklet dialog: name “ChatGPT Fan Out”, URL field with the javascript: bookmarklet https://quentinyacoub.com/media/chatgpt-fan-out-v2-recorder-badge-large.webp ChatGPT answer with the blue Fan-out recorder badge showing 1 query in the top-right corner https://quentinyacoub.com/media/chatgpt-fan-out-v2-export-queries-large.webp Export tab showing the fan-out query captured live by the recorder, followed by the citations https://quentinyacoub.com/img/photo-quentin-yacoub.webp Quentin Yacoub https://quentinyacoub.com/media/personal-ai-agents-webmcp-test-bench-small.webp Blueprint drawing of a test bench: a WebMCP measuring instrument is wired to four devices labeled Muse, Grok Bot, OpenAI Dots and Gemini, each with a gauge below it. Title block: WebMCP test, October 2026. https://quentinyacoub.com/media/webmcp-astro-cover-small.webp Blueprint diagram of a WebMCP setup on an Astro site: the Astro build generates news-index.json, the page exposes a search_news() WebMCP tool through document.modelContext, AI agents like Dots, Muse and Grok Bot call it, and a beacon logs each call to a Cloudflare Worker and a Google Sheet. https://quentinyacoub.com/media/chatgpt-5-3-5-4-fan-out-query-extraction-bookmarklet-cover-small.webp Blueprint-style graphic featuring the text CHATGPT FAN OUT QUERY EXTRACTION BOOKMARKLET on a grid background. https://quentinyacoub.com/media/what-is-aem-sites-optimizer-cover-small.webp AEM Sites Optimizer interface showing performance metrics https://quentinyacoub.com/media/the-seo-first-stack-cover-small.webp Technical architectural diagram showing a Static Build process using Astro 6.0 and Sharp Image Optimizer, followed by an Edge Deployment via PlanetHoster and Cloudflare to a web browser. https://quentinyacoub.com/en/blog/do-ai-agents-use-webmcp/ 2026-10-16 monthly 0.7 https://quentinyacoub.com/img/logo-quentin-yacoub.webp Quentin Yacoub https://quentinyacoub.com/media/personal-ai-agents-webmcp-test-bench-large.webp Blueprint drawing of a test bench: a WebMCP measuring instrument is wired to four devices labeled Muse, Grok Bot, OpenAI Dots and Gemini, each with a gauge below it. Title block: WebMCP test, October 2026. https://quentinyacoub.com/img/photo-quentin-yacoub.webp Quentin Yacoub https://quentinyacoub.com/media/webmcp-astro-cover-small.webp Blueprint diagram of a WebMCP setup on an Astro site: the Astro build generates news-index.json, the page exposes a search_news() WebMCP tool through document.modelContext, AI agents like Dots, Muse and Grok Bot call it, and a beacon logs each call to a Cloudflare Worker and a Google Sheet. https://quentinyacoub.com/media/chatgpt-query-fan-out-bookmarklet-v2-cover-small.webp Blueprint-style graphic featuring the text CHATGPT QUERY FAN OUT BOOKMARKLET V2 (GPT-5.6) on a grid background. https://quentinyacoub.com/media/chatgpt-5-3-5-4-fan-out-query-extraction-bookmarklet-cover-small.webp Blueprint-style graphic featuring the text CHATGPT FAN OUT QUERY EXTRACTION BOOKMARKLET on a grid background. https://quentinyacoub.com/media/the-seo-first-stack-cover-small.webp Technical architectural diagram showing a Static Build process using Astro 6.0 and Sharp Image Optimizer, followed by an Edge Deployment via PlanetHoster and Cloudflare to a web browser. https://quentinyacoub.com/media/hello-world-cover-small.webp test https://quentinyacoub.com/en/blog/hello-world/ 2026-03-19 monthly 0.7 https://quentinyacoub.com/img/logo-quentin-yacoub.webp Quentin Yacoub https://quentinyacoub.com/media/hello-world-cover-large.webp test https://quentinyacoub.com/media/why-did-i-build-this-website-now-section-large.webp Alt https://quentinyacoub.com/media/4am-dad-shift-large.webp Alt https://quentinyacoub.com/img/photo-quentin-yacoub.webp Quentin Yacoub https://quentinyacoub.com/media/personal-ai-agents-webmcp-test-bench-small.webp Blueprint drawing of a test bench: a WebMCP measuring instrument is wired to four devices labeled Muse, Grok Bot, OpenAI Dots and Gemini, each with a gauge below it. Title block: WebMCP test, October 2026. https://quentinyacoub.com/media/webmcp-astro-cover-small.webp Blueprint diagram of a WebMCP setup on an Astro site: the Astro build generates news-index.json, the page exposes a search_news() WebMCP tool through document.modelContext, AI agents like Dots, Muse and Grok Bot call it, and a beacon logs each call to a Cloudflare Worker and a Google Sheet. https://quentinyacoub.com/media/chatgpt-query-fan-out-bookmarklet-v2-cover-small.webp Blueprint-style graphic featuring the text CHATGPT QUERY FAN OUT BOOKMARKLET V2 (GPT-5.6) on a grid background. https://quentinyacoub.com/media/chatgpt-5-3-5-4-fan-out-query-extraction-bookmarklet-cover-small.webp Blueprint-style graphic featuring the text CHATGPT FAN OUT QUERY EXTRACTION BOOKMARKLET on a grid background. https://quentinyacoub.com/media/what-is-aem-sites-optimizer-cover-small.webp AEM Sites Optimizer interface showing performance metrics https://quentinyacoub.com/en/blog/how-to-build-webmcp-tool/ 2026-10-19 monthly 0.7 https://quentinyacoub.com/img/logo-quentin-yacoub.webp Quentin Yacoub https://quentinyacoub.com/media/webmcp-astro-cover-large.webp Blueprint diagram of a WebMCP setup on an Astro site: the Astro build generates news-index.json, the page exposes a search_news() WebMCP tool through document.modelContext, AI agents like Dots, Muse and Grok Bot call it, and a beacon logs each call to a Cloudflare Worker and a Google Sheet. https://quentinyacoub.com/media/webmcp-use-cases-complexity-matrix-large.webp Four-quadrant blueprint matrix of WebMCP use cases, from reading data to taking action and from simple to complex: start here with content search, light actions with lead forms, live data with product search and availability checks, and high stakes with add to cart, account actions, booking and checkout. My news search tool sits in the start here quadrant. https://quentinyacoub.com/media/webmcp-origin-trial-form-large.webp Chrome Origin Trials registration form for the WebMCP trial, available from Chrome 149 to 162 until March 29, 2027, with the Web Origin field, the third-party and subdomain checkboxes, and the expected usage menu https://quentinyacoub.com/media/webmcp-calls-google-sheet-large.webp Google Sheet row logged by the Cloudflare Worker for a WebMCP call: status 204, URL /__webmcp with tool=search_news, query llms.txt, 2 results, country CA, and format webmcp; the IP address and other log rows are blurred https://quentinyacoub.com/img/photo-quentin-yacoub.webp Quentin Yacoub https://quentinyacoub.com/media/personal-ai-agents-webmcp-test-bench-small.webp Blueprint drawing of a test bench: a WebMCP measuring instrument is wired to four devices labeled Muse, Grok Bot, OpenAI Dots and Gemini, each with a gauge below it. Title block: WebMCP test, October 2026. https://quentinyacoub.com/media/chatgpt-query-fan-out-bookmarklet-v2-cover-small.webp Blueprint-style graphic featuring the text CHATGPT QUERY FAN OUT BOOKMARKLET V2 (GPT-5.6) on a grid background. https://quentinyacoub.com/media/chatgpt-5-3-5-4-fan-out-query-extraction-bookmarklet-cover-small.webp Blueprint-style graphic featuring the text CHATGPT FAN OUT QUERY EXTRACTION BOOKMARKLET on a grid background. https://quentinyacoub.com/media/the-seo-first-stack-cover-small.webp Technical architectural diagram showing a Static Build process using Astro 6.0 and Sharp Image Optimizer, followed by an Edge Deployment via PlanetHoster and Cloudflare to a web browser. https://quentinyacoub.com/media/hello-world-cover-small.webp test https://quentinyacoub.com/en/blog/seo-geo-technical-stack/ 2026-03-21 monthly 0.7 https://quentinyacoub.com/img/logo-quentin-yacoub.webp Quentin Yacoub https://quentinyacoub.com/media/the-seo-first-stack-cover-large.webp Technical architectural diagram showing a Static Build process using Astro 6.0 and Sharp Image Optimizer, followed by an Edge Deployment via PlanetHoster and Cloudflare to a web browser. https://quentinyacoub.com/media/skill-sphere-en-large.webp Alt https://quentinyacoub.com/media/pagespeed-insights-en-large.webp Alt https://quentinyacoub.com/img/photo-quentin-yacoub.webp Quentin Yacoub https://quentinyacoub.com/media/personal-ai-agents-webmcp-test-bench-small.webp Blueprint drawing of a test bench: a WebMCP measuring instrument is wired to four devices labeled Muse, Grok Bot, OpenAI Dots and Gemini, each with a gauge below it. Title block: WebMCP test, October 2026. https://quentinyacoub.com/media/webmcp-astro-cover-small.webp Blueprint diagram of a WebMCP setup on an Astro site: the Astro build generates news-index.json, the page exposes a search_news() WebMCP tool through document.modelContext, AI agents like Dots, Muse and Grok Bot call it, and a beacon logs each call to a Cloudflare Worker and a Google Sheet. https://quentinyacoub.com/media/chatgpt-query-fan-out-bookmarklet-v2-cover-small.webp Blueprint-style graphic featuring the text CHATGPT QUERY FAN OUT BOOKMARKLET V2 (GPT-5.6) on a grid background. https://quentinyacoub.com/media/chatgpt-5-3-5-4-fan-out-query-extraction-bookmarklet-cover-small.webp Blueprint-style graphic featuring the text CHATGPT FAN OUT QUERY EXTRACTION BOOKMARKLET on a grid background. https://quentinyacoub.com/media/what-is-aem-sites-optimizer-cover-small.webp AEM Sites Optimizer interface showing performance metrics https://quentinyacoub.com/en/blog/what-is-aem-sites-optimizer/ 2026-03-28 monthly 0.7 https://quentinyacoub.com/img/logo-quentin-yacoub.webp Quentin Yacoub https://quentinyacoub.com/media/what-is-aem-sites-optimizer-cover-large.webp AEM Sites Optimizer interface showing performance metrics https://quentinyacoub.com/media/aem-sites-optimizer-opportunities-large.webp AEM Sites Optimizer interface showing optimization opportunities https://quentinyacoub.com/img/photo-quentin-yacoub.webp Quentin Yacoub https://quentinyacoub.com/media/chatgpt-query-fan-out-bookmarklet-v2-cover-small.webp Blueprint-style graphic featuring the text CHATGPT QUERY FAN OUT BOOKMARKLET V2 (GPT-5.6) on a grid background. https://quentinyacoub.com/media/chatgpt-5-3-5-4-fan-out-query-extraction-bookmarklet-cover-small.webp Blueprint-style graphic featuring the text CHATGPT FAN OUT QUERY EXTRACTION BOOKMARKLET on a grid background. https://quentinyacoub.com/media/the-seo-first-stack-cover-small.webp Technical architectural diagram showing a Static Build process using Astro 6.0 and Sharp Image Optimizer, followed by an Edge Deployment via PlanetHoster and Cloudflare to a web browser. https://quentinyacoub.com/media/hello-world-cover-small.webp test https://quentinyacoub.com/en/news/seo-geo-ai-news-april-13-to-april-26-2026/ 2026-04-27 monthly 0.7 https://quentinyacoub.com/img/logo-quentin-yacoub.webp Quentin Yacoub https://quentinyacoub.com/media/seo-geo-ai-news-april-13-to-april-26-2026-cover-large.webp News digest cover image https://quentinyacoub.com/img/photo-quentin-yacoub.webp Quentin Yacoub https://quentinyacoub.com/media/seo-geo-ai-news-october-5-to-october-18-2026-cover-small.webp News digest cover image https://quentinyacoub.com/media/seo-geo-ai-news-june-8-to-june-21-2026-cover-small.webp News digest cover image https://quentinyacoub.com/media/seo-geo-ai-news-may-25-to-june-7-2026-cover-small.webp News digest cover image https://quentinyacoub.com/media/seo-geo-ai-news-april-6-to-april-12-2026-cover-small.webp News digest cover image https://quentinyacoub.com/media/seo-geo-ai-news-march-23-to-april-5-2026-cover-small.webp News digest cover image https://quentinyacoub.com/en/news/seo-geo-ai-news-april-6-to-april-12-2026/ 2026-04-12 monthly 0.7 https://quentinyacoub.com/img/logo-quentin-yacoub.webp Quentin Yacoub https://quentinyacoub.com/media/seo-geo-ai-news-april-6-to-april-12-2026-cover-large.webp News digest cover image https://quentinyacoub.com/media/traditional-seo-ranking-factors-vs-geo-ranking-factors-large.webp 12 LLM Ranking Factors for 2026 https://quentinyacoub.com/img/photo-quentin-yacoub.webp Quentin Yacoub https://quentinyacoub.com/media/seo-geo-ai-news-october-5-to-october-18-2026-cover-small.webp News digest cover image https://quentinyacoub.com/media/seo-geo-ai-news-june-8-to-june-21-2026-cover-small.webp News digest cover image https://quentinyacoub.com/media/seo-geo-ai-news-may-25-to-june-7-2026-cover-small.webp News digest cover image https://quentinyacoub.com/media/seo-geo-ai-news-april-13-to-april-26-2026-cover-small.webp News digest cover image https://quentinyacoub.com/media/seo-geo-ai-news-march-23-to-april-5-2026-cover-small.webp News digest cover image https://quentinyacoub.com/en/news/seo-geo-ai-news-june-8-to-june-21-2026/ 2026-06-21 monthly 0.7 https://quentinyacoub.com/img/logo-quentin-yacoub.webp Quentin Yacoub https://quentinyacoub.com/media/seo-geo-ai-news-june-8-to-june-21-2026-cover-large.webp News digest cover image https://quentinyacoub.com/media/similarweb-genai-graph-last-12-months-large.webp Similarweb chart of Gen AI website traffic share over the last 12 months https://quentinyacoub.com/img/photo-quentin-yacoub.webp Quentin Yacoub https://quentinyacoub.com/media/seo-geo-ai-news-october-5-to-october-18-2026-cover-small.webp News digest cover image https://quentinyacoub.com/media/seo-geo-ai-news-may-25-to-june-7-2026-cover-small.webp News digest cover image https://quentinyacoub.com/media/seo-geo-ai-news-april-13-to-april-26-2026-cover-small.webp News digest cover image https://quentinyacoub.com/media/seo-geo-ai-news-april-6-to-april-12-2026-cover-small.webp News digest cover image https://quentinyacoub.com/media/seo-geo-ai-news-march-23-to-april-5-2026-cover-small.webp News digest cover image https://quentinyacoub.com/en/news/seo-geo-ai-news-march-23-to-april-5-2026/ 2026-04-06 monthly 0.7 https://quentinyacoub.com/img/logo-quentin-yacoub.webp Quentin Yacoub https://quentinyacoub.com/media/seo-geo-ai-news-march-23-to-april-5-2026-cover-large.webp News digest cover image https://quentinyacoub.com/img/photo-quentin-yacoub.webp Quentin Yacoub https://quentinyacoub.com/media/seo-geo-ai-news-october-5-to-october-18-2026-cover-small.webp News digest cover image https://quentinyacoub.com/media/seo-geo-ai-news-june-8-to-june-21-2026-cover-small.webp News digest cover image https://quentinyacoub.com/media/seo-geo-ai-news-may-25-to-june-7-2026-cover-small.webp News digest cover image https://quentinyacoub.com/media/seo-geo-ai-news-april-13-to-april-26-2026-cover-small.webp News digest cover image https://quentinyacoub.com/media/seo-geo-ai-news-april-6-to-april-12-2026-cover-small.webp News digest cover image https://quentinyacoub.com/en/news/seo-geo-ai-news-may-25-to-june-7-2026/ 2026-06-08 monthly 0.7 https://quentinyacoub.com/img/logo-quentin-yacoub.webp Quentin Yacoub https://quentinyacoub.com/media/seo-geo-ai-news-may-25-to-june-7-2026-cover-large.webp News digest cover image https://quentinyacoub.com/img/photo-quentin-yacoub.webp Quentin Yacoub https://quentinyacoub.com/media/seo-geo-ai-news-october-5-to-october-18-2026-cover-small.webp News digest cover image https://quentinyacoub.com/media/seo-geo-ai-news-june-8-to-june-21-2026-cover-small.webp News digest cover image https://quentinyacoub.com/media/seo-geo-ai-news-april-13-to-april-26-2026-cover-small.webp News digest cover image https://quentinyacoub.com/media/seo-geo-ai-news-april-6-to-april-12-2026-cover-small.webp News digest cover image https://quentinyacoub.com/media/seo-geo-ai-news-march-23-to-april-5-2026-cover-small.webp News digest cover image https://quentinyacoub.com/en/news/seo-geo-ai-news-october-5-to-october-18-2026/ 2026-10-19 monthly 0.7 https://quentinyacoub.com/img/logo-quentin-yacoub.webp Quentin Yacoub https://quentinyacoub.com/media/seo-geo-ai-news-october-5-to-october-18-2026-cover-large.webp News digest cover image https://quentinyacoub.com/img/photo-quentin-yacoub.webp Quentin Yacoub https://quentinyacoub.com/media/seo-geo-ai-news-june-8-to-june-21-2026-cover-small.webp News digest cover image https://quentinyacoub.com/media/seo-geo-ai-news-may-25-to-june-7-2026-cover-small.webp News digest cover image https://quentinyacoub.com/media/seo-geo-ai-news-april-13-to-april-26-2026-cover-small.webp News digest cover image https://quentinyacoub.com/media/seo-geo-ai-news-april-6-to-april-12-2026-cover-small.webp News digest cover image https://quentinyacoub.com/media/seo-geo-ai-news-march-23-to-april-5-2026-cover-small.webp News digest cover image https://quentinyacoub.com/fr/actualites/seo-geo-ai-actualites-13-avril-26-avril-2026/ 2026-04-27 monthly 0.7 https://quentinyacoub.com/img/logo-quentin-yacoub.webp Quentin Yacoub https://quentinyacoub.com/media/seo-geo-ai-actualites-13-avril-26-avril-2026-cover-large.webp image de couverture du digest https://quentinyacoub.com/img/photo-quentin-yacoub.webp Quentin Yacoub https://quentinyacoub.com/media/seo-geo-ai-actualites-5-octobre-18-octobre-2026-cover-small.webp Image de couverture du digest https://quentinyacoub.com/media/seo-geo-ai-actualites-8-juin-21-juin-2026-cover-small.webp Image de couverture du digest https://quentinyacoub.com/media/seo-geo-ai-actualites-25-mai-7-juin-2026-cover-small.webp Image de couverture du digest https://quentinyacoub.com/media/seo-geo-ai-actualites-6-avril-12-avril-2026-cover-small.webp Image de couverture du digest https://quentinyacoub.com/media/seo-geo-ai-actualites-23-mars-5-avril-2026-cover-small.webp Image de couverture de la revue de presse, actualités SEO, GEO, & IA du 23 mars au 5 avril 2026 https://quentinyacoub.com/fr/actualites/seo-geo-ai-actualites-23-mars-5-avril-2026/ 2026-04-06 monthly 0.7 https://quentinyacoub.com/img/logo-quentin-yacoub.webp Quentin Yacoub https://quentinyacoub.com/media/seo-geo-ai-actualites-23-mars-5-avril-2026-cover-large.webp Image de couverture de la revue de presse, actualités SEO, GEO, & IA du 23 mars au 5 avril 2026 https://quentinyacoub.com/img/photo-quentin-yacoub.webp Quentin Yacoub 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https://quentinyacoub.com/media/seo-geo-ai-actualites-5-octobre-18-octobre-2026-cover-small.webp Image de couverture du digest https://quentinyacoub.com/media/seo-geo-ai-actualites-8-juin-21-juin-2026-cover-small.webp Image de couverture du digest https://quentinyacoub.com/media/seo-geo-ai-actualites-13-avril-26-avril-2026-cover-small.webp image de couverture du digest https://quentinyacoub.com/media/seo-geo-ai-actualites-6-avril-12-avril-2026-cover-small.webp Image de couverture du digest https://quentinyacoub.com/media/seo-geo-ai-actualites-23-mars-5-avril-2026-cover-small.webp Image de couverture de la revue de presse, actualités SEO, GEO, & IA du 23 mars au 5 avril 2026 https://quentinyacoub.com/fr/actualites/seo-geo-ai-actualites-5-octobre-18-octobre-2026/ 2026-10-19 monthly 0.7 https://quentinyacoub.com/img/logo-quentin-yacoub.webp Quentin Yacoub https://quentinyacoub.com/media/seo-geo-ai-actualites-5-octobre-18-octobre-2026-cover-large.webp Image de couverture du digest https://quentinyacoub.com/img/photo-quentin-yacoub.webp Quentin Yacoub https://quentinyacoub.com/media/seo-geo-ai-actualites-8-juin-21-juin-2026-cover-small.webp Image de couverture du digest https://quentinyacoub.com/media/seo-geo-ai-actualites-25-mai-7-juin-2026-cover-small.webp Image de couverture du digest https://quentinyacoub.com/media/seo-geo-ai-actualites-13-avril-26-avril-2026-cover-small.webp image de couverture du digest https://quentinyacoub.com/media/seo-geo-ai-actualites-6-avril-12-avril-2026-cover-small.webp Image de couverture du digest https://quentinyacoub.com/media/seo-geo-ai-actualites-23-mars-5-avril-2026-cover-small.webp Image de couverture de la revue de presse, actualités SEO, GEO, & IA du 23 mars au 5 avril 2026 https://quentinyacoub.com/fr/actualites/seo-geo-ai-actualites-6-avril-12-avril-2026/ 2026-04-12 monthly 0.7 https://quentinyacoub.com/img/logo-quentin-yacoub.webp Quentin Yacoub https://quentinyacoub.com/media/seo-geo-ai-actualites-6-avril-12-avril-2026-cover-large.webp Image de couverture du digest https://quentinyacoub.com/media/traditional-seo-ranking-factors-vs-geo-ranking-factors-large.webp 12 facteurs de classement LLM en 2026 https://quentinyacoub.com/img/photo-quentin-yacoub.webp Quentin Yacoub https://quentinyacoub.com/media/seo-geo-ai-actualites-5-octobre-18-octobre-2026-cover-small.webp Image de couverture du digest https://quentinyacoub.com/media/seo-geo-ai-actualites-8-juin-21-juin-2026-cover-small.webp Image de couverture du digest https://quentinyacoub.com/media/seo-geo-ai-actualites-25-mai-7-juin-2026-cover-small.webp Image de couverture du digest https://quentinyacoub.com/media/seo-geo-ai-actualites-13-avril-26-avril-2026-cover-small.webp image de couverture du digest https://quentinyacoub.com/media/seo-geo-ai-actualites-23-mars-5-avril-2026-cover-small.webp Image de couverture de la revue de presse, actualités SEO, GEO, & IA du 23 mars au 5 avril 2026 https://quentinyacoub.com/fr/actualites/seo-geo-ai-actualites-8-juin-21-juin-2026/ 2026-06-21 monthly 0.7 https://quentinyacoub.com/img/logo-quentin-yacoub.webp Quentin Yacoub https://quentinyacoub.com/media/seo-geo-ai-actualites-8-juin-21-juin-2026-cover-large.webp Image de couverture du digest https://quentinyacoub.com/media/similarweb-genai-graph-last-12-months-large.webp Graphique Similarweb de la part de trafic web des IA génératives sur les 12 derniers mois https://quentinyacoub.com/img/photo-quentin-yacoub.webp Quentin Yacoub https://quentinyacoub.com/media/seo-geo-ai-actualites-5-octobre-18-octobre-2026-cover-small.webp Image de couverture du digest https://quentinyacoub.com/media/seo-geo-ai-actualites-25-mai-7-juin-2026-cover-small.webp Image de couverture du digest https://quentinyacoub.com/media/seo-geo-ai-actualites-13-avril-26-avril-2026-cover-small.webp image de couverture du digest https://quentinyacoub.com/media/seo-geo-ai-actualites-6-avril-12-avril-2026-cover-small.webp Image de couverture du digest https://quentinyacoub.com/media/seo-geo-ai-actualites-23-mars-5-avril-2026-cover-small.webp Image de couverture de la revue de presse, actualités SEO, GEO, & IA du 23 mars au 5 avril 2026 https://quentinyacoub.com/fr/blog/agents-ia-utilisent-ils-webmcp/ 2026-10-16 monthly 0.7 https://quentinyacoub.com/img/logo-quentin-yacoub.webp Quentin Yacoub https://quentinyacoub.com/media/banc-de-test-webmcp-agents-ia-personnels-large.webp Dessin blueprint d'un banc de test : un instrument de mesure WebMCP est relié à quatre appareils nommés Muse, Grok Bot, OpenAI Dots et Gemini, chacun avec un cadran en dessous. Cartouche : test WebMCP, octobre 2026. https://quentinyacoub.com/img/photo-quentin-yacoub.webp Quentin Yacoub https://quentinyacoub.com/media/webmcp-astro-couverture-small.webp Schéma blueprint d'une installation WebMCP sur un site Astro : le build Astro génère news-index.json, la page expose un outil WebMCP search_news() via document.modelContext, des agents IA comme Dots, Muse et Grok Bot l'appellent, et un beacon enregistre chaque appel via un Worker Cloudflare dans un Google Sheet. https://quentinyacoub.com/media/script-extraction-query-fan-out-chatgpt-v2-couverture-small.webp Graphique style blueprint avec le texte EXTRACTION QUERY FAN OUT CHATGPT V2 (GPT-5.6) sur fond de grille. https://quentinyacoub.com/media/script-extraction-query-fan-chatgpt-5-3-5-4-cover-small.webp Graphique style blueprint avec le texte EXTRACTION QUERY FAN OUT CHATGPT 5.3/5.4 https://quentinyacoub.com/media/stack-technique-seo-geo-small.webp Schéma d'architecture technique montrant un processus de Static Build via Astro 6.0 et Sharp, suivi d'un déploiement Edge via PlanetHoster et Cloudflare vers un navigateur web. https://quentinyacoub.com/media/hello-world-cover-small.webp test https://quentinyacoub.com/fr/blog/creer-outil-webmcp/ 2026-10-19 monthly 0.7 https://quentinyacoub.com/img/logo-quentin-yacoub.webp Quentin Yacoub https://quentinyacoub.com/media/webmcp-astro-couverture-large.webp Schéma blueprint d'une installation WebMCP sur un site Astro : le build Astro génère news-index.json, la page expose un outil WebMCP search_news() via document.modelContext, des agents IA comme Dots, Muse et Grok Bot l'appellent, et un beacon enregistre chaque appel via un Worker Cloudflare dans un Google Sheet. https://quentinyacoub.com/media/matrice-cas-usage-webmcp-large.webp Matrice blueprint en quatre quadrants des cas d'usage WebMCP, de la lecture de données à l'action et du simple au complexe : commencer ici avec la recherche de contenu, actions légères avec le formulaire de contact, données en temps réel avec la recherche produits et les disponibilités, et enjeux élevés avec l'ajout au panier, les actions de compte, la réservation et le paiement. Mon outil de recherche d'actualités se situe dans le quadrant commencer ici. https://quentinyacoub.com/media/webmcp-origin-trial-form-large.webp Formulaire d'inscription Chrome Origin Trials pour l'essai WebMCP, disponible de Chrome 149 à 162 jusqu'au 29 mars 2027, avec le champ Web Origin, les cases tiers et sous-domaines, et le menu d'usage prévu https://quentinyacoub.com/media/webmcp-calls-google-sheet-large.webp Ligne du Google Sheet enregistrée par le Worker Cloudflare pour un appel WebMCP : statut 204, URL /__webmcp avec tool=search_news, requête llms.txt, 2 résultats, pays CA et format webmcp ; l'adresse IP et les autres lignes de logs sont floutées https://quentinyacoub.com/img/photo-quentin-yacoub.webp Quentin Yacoub https://quentinyacoub.com/media/banc-de-test-webmcp-agents-ia-personnels-small.webp Dessin blueprint d'un banc de test : un instrument de mesure WebMCP est relié à quatre appareils nommés Muse, Grok Bot, OpenAI Dots et Gemini, chacun avec un cadran en dessous. Cartouche : test WebMCP, octobre 2026. https://quentinyacoub.com/media/script-extraction-query-fan-out-chatgpt-v2-couverture-small.webp Graphique style blueprint avec le texte EXTRACTION QUERY FAN OUT CHATGPT V2 (GPT-5.6) sur fond de grille. https://quentinyacoub.com/media/script-extraction-query-fan-chatgpt-5-3-5-4-cover-small.webp Graphique style blueprint avec le texte EXTRACTION QUERY FAN OUT CHATGPT 5.3/5.4 https://quentinyacoub.com/media/stack-technique-seo-geo-small.webp Schéma d'architecture technique montrant un processus de Static Build via Astro 6.0 et Sharp, suivi d'un déploiement Edge via PlanetHoster et Cloudflare vers un navigateur web. https://quentinyacoub.com/media/hello-world-cover-small.webp test https://quentinyacoub.com/fr/blog/guide-aem-sites-optimizer/ 2026-03-28 monthly 0.7 https://quentinyacoub.com/img/logo-quentin-yacoub.webp Quentin Yacoub https://quentinyacoub.com/media/guide-aem-sites-optimizer-cover-large.webp Interface de AEM Sites Optimizer montrant des indicateurs de performance https://quentinyacoub.com/media/opportunites-aem-sites-optimizer-large.webp Interface d'AEM Sites Optimizer montrant des opportunités d'optimisation https://quentinyacoub.com/img/photo-quentin-yacoub.webp Quentin Yacoub https://quentinyacoub.com/media/script-extraction-query-fan-out-chatgpt-v2-couverture-small.webp Graphique style blueprint avec le texte EXTRACTION QUERY FAN OUT CHATGPT V2 (GPT-5.6) sur fond de grille. https://quentinyacoub.com/media/script-extraction-query-fan-chatgpt-5-3-5-4-cover-small.webp Graphique style blueprint avec le texte EXTRACTION QUERY FAN OUT CHATGPT 5.3/5.4 https://quentinyacoub.com/media/stack-technique-seo-geo-small.webp Schéma d'architecture technique montrant un processus de Static Build via Astro 6.0 et Sharp, suivi d'un déploiement Edge via PlanetHoster et Cloudflare vers un navigateur web. https://quentinyacoub.com/media/hello-world-cover-small.webp test https://quentinyacoub.com/fr/blog/hello-world/ 2026-03-19 monthly 0.7 https://quentinyacoub.com/img/logo-quentin-yacoub.webp Quentin Yacoub https://quentinyacoub.com/media/hello-world-cover-large.webp test https://quentinyacoub.com/media/quatre-elements-declencheurs-large.webp Alt https://quentinyacoub.com/media/le-quart-de-4h-du-mat-large.webp Alt https://quentinyacoub.com/img/photo-quentin-yacoub.webp Quentin Yacoub https://quentinyacoub.com/media/banc-de-test-webmcp-agents-ia-personnels-small.webp Dessin blueprint d'un banc de test : un instrument de mesure WebMCP est relié à quatre appareils nommés Muse, Grok Bot, OpenAI Dots et Gemini, chacun avec un cadran en dessous. Cartouche : test WebMCP, octobre 2026. https://quentinyacoub.com/media/webmcp-astro-couverture-small.webp Schéma blueprint d'une installation WebMCP sur un site Astro : le build Astro génère news-index.json, la page expose un outil WebMCP search_news() via document.modelContext, des agents IA comme Dots, Muse et Grok Bot l'appellent, et un beacon enregistre chaque appel via un Worker Cloudflare dans un Google Sheet. https://quentinyacoub.com/media/script-extraction-query-fan-out-chatgpt-v2-couverture-small.webp Graphique style blueprint avec le texte EXTRACTION QUERY FAN OUT CHATGPT V2 (GPT-5.6) sur fond de grille. https://quentinyacoub.com/media/script-extraction-query-fan-chatgpt-5-3-5-4-cover-small.webp Graphique style blueprint avec le texte EXTRACTION QUERY FAN OUT CHATGPT 5.3/5.4 https://quentinyacoub.com/media/guide-aem-sites-optimizer-cover-small.webp Interface de AEM Sites Optimizer montrant des indicateurs de performance https://quentinyacoub.com/fr/blog/script-extraction-query-fan-out-chatgpt-53-54/ 2026-10-04 monthly 0.7 https://quentinyacoub.com/img/logo-quentin-yacoub.webp Quentin Yacoub https://quentinyacoub.com/media/script-extraction-query-fan-chatgpt-5-3-5-4-cover-large.webp Graphique style blueprint avec le texte EXTRACTION QUERY FAN OUT CHATGPT 5.3/5.4 https://quentinyacoub.com/media/creation-favoris-script-query-fan-out-chatgpt-5.3-5.4-large.webp Boîte de dialogue « Modifier le favori » Chrome : nom « ChatGPT Fan-out », champ URL avec le bookmarklet javascript: https://quentinyacoub.com/media/conversation-chat-gpt-5.3-5.4-avec-favoris-script-query-fan-out-large.webp Capture d'écran d'une conversation ChatGPT avec le bouton du raccourci activé https://quentinyacoub.com/media/script-gratuit-extraction-query-fan-out-chatgpt-5.3-5.4-large.webp Résultat de l'extraction des données fan-out https://quentinyacoub.com/img/photo-quentin-yacoub.webp Quentin Yacoub https://quentinyacoub.com/media/banc-de-test-webmcp-agents-ia-personnels-small.webp Dessin blueprint d'un banc de test : un instrument de mesure WebMCP est relié à quatre appareils nommés Muse, Grok Bot, OpenAI Dots et Gemini, chacun avec un cadran en dessous. Cartouche : test WebMCP, octobre 2026. https://quentinyacoub.com/media/webmcp-astro-couverture-small.webp Schéma blueprint d'une installation WebMCP sur un site Astro : le build Astro génère news-index.json, la page expose un outil WebMCP search_news() via document.modelContext, des agents IA comme Dots, Muse et Grok Bot l'appellent, et un beacon enregistre chaque appel via un Worker Cloudflare dans un Google Sheet. https://quentinyacoub.com/media/script-extraction-query-fan-out-chatgpt-v2-couverture-small.webp Graphique style blueprint avec le texte EXTRACTION QUERY FAN OUT CHATGPT V2 (GPT-5.6) sur fond de grille. https://quentinyacoub.com/media/guide-aem-sites-optimizer-cover-small.webp Interface de AEM Sites Optimizer montrant des indicateurs de performance https://quentinyacoub.com/media/stack-technique-seo-geo-small.webp Schéma d'architecture technique montrant un processus de Static Build via Astro 6.0 et Sharp, suivi d'un déploiement Edge via PlanetHoster et Cloudflare vers un navigateur web. https://quentinyacoub.com/fr/blog/script-extraction-query-fan-out-chatgpt-v2-gpt-5-6/ 2026-10-04 monthly 0.7 https://quentinyacoub.com/img/logo-quentin-yacoub.webp Quentin Yacoub https://quentinyacoub.com/media/script-extraction-query-fan-out-chatgpt-v2-couverture-large.webp Graphique style blueprint avec le texte EXTRACTION QUERY FAN OUT CHATGPT V2 (GPT-5.6) sur fond de grille. https://quentinyacoub.com/media/creation-favori-script-fan-out-chatgpt-v2-large.webp Boîte de dialogue « Modifier le favori » de Chrome : nom « ChatGPT Fan-out », champ URL avec le raccourci javascript: https://quentinyacoub.com/media/badge-enregistreur-fan-out-chatgpt-v2-large.webp Réponse de ChatGPT avec le badge bleu Fan-out recorder indiquant 1 requête en haut à droite https://quentinyacoub.com/media/export-requetes-fan-out-chatgpt-v2-large.webp Onglet d'export affichant la requête fan-out captée en direct par l'enregistreur, suivie des citations https://quentinyacoub.com/img/photo-quentin-yacoub.webp Quentin Yacoub https://quentinyacoub.com/media/banc-de-test-webmcp-agents-ia-personnels-small.webp Dessin blueprint d'un banc de test : un instrument de mesure WebMCP est relié à quatre appareils nommés Muse, Grok Bot, OpenAI Dots et Gemini, chacun avec un cadran en dessous. Cartouche : test WebMCP, octobre 2026. https://quentinyacoub.com/media/webmcp-astro-couverture-small.webp Schéma blueprint d'une installation WebMCP sur un site Astro : le build Astro génère news-index.json, la page expose un outil WebMCP search_news() via document.modelContext, des agents IA comme Dots, Muse et Grok Bot l'appellent, et un beacon enregistre chaque appel via un Worker Cloudflare dans un Google Sheet. https://quentinyacoub.com/media/script-extraction-query-fan-chatgpt-5-3-5-4-cover-small.webp Graphique style blueprint avec le texte EXTRACTION QUERY FAN OUT CHATGPT 5.3/5.4 https://quentinyacoub.com/media/guide-aem-sites-optimizer-cover-small.webp Interface de AEM Sites Optimizer montrant des indicateurs de performance https://quentinyacoub.com/media/stack-technique-seo-geo-small.webp Schéma d'architecture technique montrant un processus de Static Build via Astro 6.0 et Sharp, suivi d'un déploiement Edge via PlanetHoster et Cloudflare vers un navigateur web. https://quentinyacoub.com/fr/blog/stack-technique-seo-geo/ 2026-03-21 monthly 0.7 https://quentinyacoub.com/img/logo-quentin-yacoub.webp Quentin Yacoub https://quentinyacoub.com/media/stack-technique-seo-geo-large.webp Schéma d'architecture technique montrant un processus de Static Build via Astro 6.0 et Sharp, suivi d'un déploiement Edge via PlanetHoster et Cloudflare vers un navigateur web. https://quentinyacoub.com/media/skill-sphere-fr-large.webp Alt https://quentinyacoub.com/media/pagespeed-insights-fr-large.webp Alt https://quentinyacoub.com/img/photo-quentin-yacoub.webp Quentin Yacoub https://quentinyacoub.com/media/banc-de-test-webmcp-agents-ia-personnels-small.webp Dessin blueprint d'un banc de test : un instrument de mesure WebMCP est relié à quatre appareils nommés Muse, Grok Bot, OpenAI Dots et Gemini, chacun avec un cadran en dessous. Cartouche : test WebMCP, octobre 2026. https://quentinyacoub.com/media/webmcp-astro-couverture-small.webp Schéma blueprint d'une installation WebMCP sur un site Astro : le build Astro génère news-index.json, la page expose un outil WebMCP search_news() via document.modelContext, des agents IA comme Dots, Muse et Grok Bot l'appellent, et un beacon enregistre chaque appel via un Worker Cloudflare dans un Google Sheet. https://quentinyacoub.com/media/script-extraction-query-fan-out-chatgpt-v2-couverture-small.webp Graphique style blueprint avec le texte EXTRACTION QUERY FAN OUT CHATGPT V2 (GPT-5.6) sur fond de grille. https://quentinyacoub.com/media/script-extraction-query-fan-chatgpt-5-3-5-4-cover-small.webp Graphique style blueprint avec le texte EXTRACTION QUERY FAN OUT CHATGPT 5.3/5.4 https://quentinyacoub.com/media/guide-aem-sites-optimizer-cover-small.webp Interface de AEM Sites Optimizer montrant des indicateurs de performance