France · Data collected on 12 August 2026
What Google's AI answers actually cite
1,000 French commercial queries run through Google, with the full record of the sources cited by AI Overviews. Wikipedia is cited once out of 4,466 citations.
Studies
Our studies
We work on SEO and GEO surrounded by claims nobody verifies on the French market. These studies exist to confirm or disprove them, with real numbers, including when the result does not suit us.
What we commit to
- Publishing the raw data of every study, so that each figure can be recomputed without taking our word for it.
- Writing the limits of the method inside the study itself, not in a footnote.
- Publishing the results that contradict what we sell, too.