I am Sebastien, founder of Frenchsquid. I built Score GEO because of a simple frustration: in 2026, my clients keep asking "why is ChatGPT recommending my competitor instead of me?". GEO (Generative Engine Optimization) is the new discipline. AI engines like ChatGPT, Perplexity, Claude and Gemini cite sources based on signals that traditional SEO does not even look at: - llms.txt files - Schema.org structured data (Organization, FAQPage, Service, Person...) - Brand entity recognition (Wikipedia, Wikidata - 0.664 Spearman correlation per Ahrefs 2025) - AI bot accessibility (GPTBot, ClaudeBot, PerplexityBot, OAI-SearchBot in your robots.txt) - Passage-level citability (the 134-167 word self-contained chunks that LLMs love to quote) So I built Score GEO: 91 signals analyzed in 10 seconds, 100% PHP, fully deterministic. Your URL is NEVER sent to any third-party service (RGPD/CCPA by design), there is no AI in the engine (no API costs, no hallucinations), and results are 100% reproducible. What makes it different from yet-another-SEO-tool: - No signup, no email gate to see the score - Honest scoring: if your site is good, it says so (no fake "low score = buy now" tactics) - Bilingual FR + EN, localized scoring for US/UK/CA/IE/AU markets vs francophone Europe - Real AI visibility check: queries Mistral + Llama to verify your domain is actually cited - Free forever. Hands-on implementation services exist as upsell, but the audit stays free. What I would love to know from you: - If you run a site, try it and tell me if the score matches your gut feeling - If you build SEO tools, tell me what you would add - If you work for an AI search company, tell me if my signals match what you actually use Thanks for reading and looking forward to your honest feedback. Sebastien

Score Geo

Free GEO audit: measure your visibility in AI search

Free GEO audit: measure your visibility in AI search