French semantic text optimisation tool that analyses a page and suggests vocabulary and topics to add so the text better matches search-engine expectations. Interface available in French, German, English, Spanish, Italian and Portuguese.
1.fr
GEO AI VisibilityAI visibilityPaid
Cognizo
Answer engine optimisation suite covering answer-engine insights, prompt volume research, AI traffic analytics and content agents, with an optional fully managed service tier.
What it is
Answer engine optimisation suite covering answer-engine insights, prompt volume research, AI traffic analytics and content agents, with an optional fully managed service tier.
It sits in the geo ai visibility category, and also covers content optimization, analytics. It is built by Cognizo.
AI-visibility coverage
Cognizo includes features for measuring presence inside generative answers — the category the Atlas tracks under GEO. Coverage varies a great deal between vendors: check which models are sampled, how often, in which countries, and whether the tool measures citations, mentions or both before you compare two products' numbers.
Company background
Cognizo is an AI search visibility platform founded by a team of LLM researchers and marketing operators. Secondary sources report a $1.8M pre-seed round in March 2026. Most recent disclosed round: Pre-Seed.
The Atlas does not rank tools. No scores, no "top 10", no affiliate links. Categories are descriptive, and two tools in the same category may solve very different problems. Trial the shortlist against your own site before deciding.
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