Show HN: Potatometer – Check how visible your website is to AI search (GEO)

Re:Show HN: Potatometer – Check how visible your website is ... by maxxmini on Thursday February 19, 2026 @03:37AM (#47071394)

Interesting concept. The gap between traditional SEO and AI visibility is real — I've noticed that structured, opinionated content with clear problem/solution framing tends to get cited by AI models much more than keyword-optimized content.

One signal I think matters a lot for GEO that traditional SEO ignores: specificity of claims. AI models seem to prefer content that makes concrete, verifiable statements over vague authority pages. Would be cool to see Potatometer check for that kind of content quality signal.

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Re:Show HN: Potatometer – Check how visible your website is ... by apswin on Thursday February 19, 2026 @02:11PM (#47077786)

Thanks.

Both of these are making it into the roadmap. The semantic internal linking cluster point is particularly interesting, most tools treat internal links as a PageRank signal but you’re right that LLMs parse them differently. And the specificity of claims check is something I hadn’t explicitly scored for but makes intuitive sense given how RAG systems work. Adding both.

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