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Articles, guides et études originales basés sur nos données d'audit.

AEO vs GEO: Same Thing or Different Disciplines?
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AEO vs GEO: Same Thing or Different Disciplines?

AEO targets direct-answer retrieval in AI assistants; GEO targets citation and synthesis in generative engines. They overlap but are not interchangeable — here is how to tell them apart.

5 min de lecture
SeoChatAI vs Semrush: When Free AEO Beats $99/mo
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SeoChatAI vs Semrush: When Free AEO Beats $99/mo

Semrush dominates traditional SEO tooling, but it largely ignores AI search readiness. SeoChatAI audits your site for AEO, structured data, and AI-engine visibility — for free. Here's when that matters more than $99/mo.

4 min de lecture
Claude vs ChatGPT for Citations: When Each Engine Wins
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Claude vs ChatGPT for Citations: When Each Engine Wins

Claude and ChatGPT cite sources in fundamentally different ways. Knowing which engine favors your content type—and why—lets you write pages that get pulled into AI-generated answers.

5 min de lecture
llms.txt vs robots.txt: When to Use Each (or Both)
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llms.txt vs robots.txt: When to Use Each (or Both)

robots.txt controls crawler access for search engines. llms.txt guides AI language models on how to use your content. This article breaks down exactly when each file matters — and why serious sites need both.

6 min de lecture
Google AI Overviews vs ChatGPT Search: Key Differences
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Google AI Overviews vs ChatGPT Search: Key Differences

Google AI Overviews and ChatGPT Search both answer queries without a click, but their retrieval logic, citation models, and ranking signals diverge sharply. Here is what every SEO practitioner needs to know.

6 min de lecture
ChatGPT Search vs Perplexity: Which Engine Cites You?
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ChatGPT Search vs Perplexity: Which Engine Cites You?

ChatGPT Search and Perplexity both pull from the live web, but their citation behaviors differ significantly. Here's what SEO practitioners need to know to earn consistent mentions in both engines.

6 min de lecture