Search moved to AI answers β and ranking #1 on Google no longer means ChatGPT or Perplexity cite you. GEO Lens scores any page's AI citability in one click, then writes the actual fix: copy-paste FAQPage/Article schema built from your own content. Free, private, no account.
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Hi Product Hunt π
I kept hitting the same wall. Every AI-SEO tool would tell me "add FAQ schema" or "improve your structured data" β but none of them would actually give me the schema. I'd still have to go write it by hand, or paste my URL into ChatGPT and hope it didn't hallucinate half my page.
So I built GEO Lens.
It's a free Chrome extension that does two things on any page, in one click:
1. Scores how citable the page is by ChatGPT, Perplexity and Google AI β across 14 signals answer engines actually reward (schema, FAQ, answer-first content, E-E-A-T, freshnessβ¦).
2. Writes the fix. It reads your page's real, rendered content and generates valid, copy-paste FAQPage / Article JSON-LD and meta tags β from YOUR content, not invented.
The whole thing runs in your browser. No account, no scraping, nothing leaves your machine.
Why I think this matters: the overlap between Google's top-10 results and what AI engines cite has collapsed from ~75% to under 40% in about a year. Ranking and citability have split β and your keyword tools can't see the gap.
It's free. **Pro is live** β AI rewrites (bring your own key), audit history, multi-page site scans and branded PDF agency reports. $9.99/mo with a 7-day trial: https://justcoderworld.github.io...
I'd genuinely love your feedback β especially: what signals would you want it to check next? And if you run an audit on one of your pages, tell me the score π
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How does it decide what counts as "citability" β like is there a fixed scoring rubric or does it actually pull live prompts from ChatGPT and Perplexity to test whether your page gets cited?
How does it decide what counts as "citability" β like is there a fixed scoring rubric or does it actually pull live prompts from ChatGPT and Perplexity to test whether your page gets cited?