Articles, guides et études originales basés sur nos données d'audit.
Reverse-engineering a competitor's AEO strategy reveals which content structures, entities, and answer formats AI engines prefer to cite. This playbook gives you a repeatable process to close that gap fast.
Microsoft Copilot pulls answers directly from Bing's index. To rank in Copilot, you must win in Bing first — then structure content so the AI can cite it confidently.
La part de citations IA mesure la fréquence à laquelle votre contenu est référencé par les moteurs d'IA comme ChatGPT et Perplexity. Voici trois méthodes actionnables pour la suivre avant vos concurrents.
AEO (Answer Engine Optimization) builds on classic SEO but prioritizes direct answers, structured data, and citation-readiness for AI search engines. This 30-day plan shows you how to migrate systematically.
AI search engines like ChatGPT and Perplexity cite sources instead of ranking them. This guide covers 5 tools and manual methods to monitor your AI citation share before competitors do.
Augmentez votre score AEO en 30 jours en corrigeant les données structurées, en réécrivant le contenu pour des réponses directes et en renforçant les signaux d'autorité. Cette feuille de route tactique montre…
AI referrers like chatgpt.com and perplexity.ai are sending measurable traffic — but GA4 buries them. Here's how to surface, segment, and report on that traffic accurately.
ChatGPT Search pulls answers from pages that satisfy 8 measurable signals — authority, structure, directness, and more. Here's the practitioner playbook for getting cited.
AI crawlers from OpenAI, Anthropic, and others visit your site constantly. This guide shows you exactly how to find them in raw server logs and what to do with that data.
AI search engines cite pages differently than traditional Google crawls. This guide shows you the five signals to check in under 30 seconds to know if your site is ready.
DOM mismatch kills FAQPage rich results. This guide shows you how to write valid JSON-LD, sync it with visible page content, and test it before deploying.
Getting cited by Claude starts with one file: llms.txt. This guide covers why Claude prioritizes structured content signals, how llms.txt works, and the concrete steps to implement it today.
Google AI Overviews pull citations almost exclusively from pages already ranking in the top organic results. Earn the organic rank first — AIO visibility follows. Here's how to optimize for both.
Perplexity AI surfaces 5–10 sources per answer. Getting cited means satisfying both a crawlability check and a relevance signal. Here's the tactical playbook to earn a slot.
A correct llms.txt file tells AI language models which pages matter, what your site does, and how to prioritize content. This guide gives you a copy-paste template plus annotated examples.
Bloquer les robots d'indexation d'IA est simple en ciblant des chaînes d'agent utilisateur spécifiques dans robots.txt, sans toucher à Googlebot ni à Bingbot. Voici la méthode exacte pour le faire en toute sécurité.
Le balisage JSON-LD d'article indique aux moteurs de recherche IA ce qu'est votre contenu, qui l'a écrit et pourquoi il fait autorité. Ce guide vous montre comment l'implémenter correctement pour que vos pages soient…
Cumulative Layout Shift (CLS) measures unexpected visual instability. A score above 0.1 damages both user experience and Core Web Vitals rankings. This playbook walks you through every fix, step by step.
Les robots d'IA rivalisent désormais avec les robots d'indexation en termes de volume. Ce guide vous montre les directives robots.txt exactes pour bloquer ou autoriser GPTBot, ClaudeBot et PerplexityBot — protégeant le…