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+75% average organic traffic growth after 6 months
+40% average AI citations after 3 months
+65% GEO visibility growth across scaled accounts
47 GEO offer pages read line by line: 11 terms for one discipline, 2 named artefacts at the median, 7 published prices out of 47, zero committed engagement length.
12 AI visibility audit prompts, copied in one click, plus the logging grid. None was run for this article: what is measured here is the demand.
40 GA4 properties, 2,085,299 sessions, 12 months. AI traffic is 1.02% of the total, it is flat, and four counting methods out of five undercount it.
We measured 162 French keywords and 12 months of Search Console. The vocabulary that names AI SEO has volume; the one describing the work has none.
20 metric definitions collected from 6 vendors. Seven publish no formula at all, the other thirteen divide by six different denominators.
36 robots.txt files read on 27 August 2026: 8 sites name an AI crawler, none blocks an answer engine. The decision table, bot by bot.
What llms.txt does, what it doesn't, and what we measured across 31 industry sites. Interactive anatomy of the file.
Ten French GEO agencies: the generative engines each works on, the indicators it reports and the deliverables it publishes.
Not all AIs cite content the same way. Here's what that changes for your visibility in 2026.
RAG is why ChatGPT cites some websites and not others. Here's how this mechanism works, and what it means for you.
How AI models split your searches into dozens of sub-queries before responding, and why this changes the rules of the game for your visibility.
Your content might be great, but is it structured to be extracted and cited by AI?
ChatGPT is answering your prospects before they ever click on Google. Here's what that means for your visibility.
The guide to understanding how AI generates responses and how to appear in the sources they cite.
The essential tools comparison to track and enhance your presence in generative AI responses.
Structured data is the technical foundation to exist in SEO and AEO.
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