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Score Geo
Free GEO audit: measure your visibility in AI search
Score GEO is a free, no-signup audit measuring your visibility in generative AI engines (ChatGPT, Perplexity, Claude, Gemini, Copilot). 91 SEO + GEO signals analyzed in 10 seconds. 100% PHP, fully deterministic, your URL never leaves the page. Unlike Semrush or Ahrefs, scoring is honest: tells you exactly which signals (llms.txt, Schema.org, AI bots, brand entity, citability) need fixing, or that everything is fine. Built for SMBs and mid-market companies in 2026.
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
About Score Geo on Product Hunt
“Free GEO audit: measure your visibility in AI search”
Score Geo was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #119 on the daily leaderboard. Score GEO is a free, no-signup audit measuring your visibility in generative AI engines (ChatGPT, Perplexity, Claude, Gemini, Copilot). 91 SEO + GEO signals analyzed in 10 seconds. 100% PHP, fully deterministic, your URL never leaves the page. Unlike Semrush or Ahrefs, scoring is honest: tells you exactly which signals (llms.txt, Schema.org, AI bots, brand entity, citability) need fixing, or that everything is fine. Built for SMBs and mid-market companies in 2026.
On the analytics side, Score Geo competes within Marketing, SEO and Artificial Intelligence — topics that collectively have 976.7k followers on Product Hunt. The dashboard above tracks how Score Geo performed against the three products that launched closest to it on the same day.
Who hunted Score Geo?
Score Geo was hunted by Frenchsquid. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of Score Geo including community comment highlights and product details, visit the product overview.
Frenchsquid