Any city · any category

AI Visibility Leaderboards

See how AI search engines (ChatGPT, Claude, Perplexity, Google AI Overviews) would rank the businesses in any city. Powered by live OpenStreetMap data + findloc.ai’s claimed-business index.

Rank any city × category

Top 30 in any city worldwide, scored by AI-search visibility. First time for a new combo takes ~8s (live OpenStreetMap pull); after that the result is cached for a week.

Popular near United States

nearest to you
Browse all 250 pre-computed leaderboards →

How the score is calculated

  • Claimed on findloc.ai (70-100): Base 70 for the full schema.org markup + sitemap + llms.txt + AI-bot allowlist that every mini-page ships with. +6 points each for description, website, photos, opening hours, and FAQ — the fields AI engines actually quote.
  • Unclaimed (0-50): Scored from what OpenStreetMap tags expose — name, website, phone, address, category. No website = no real AI hook = low score.
  • Where the data comes from: Live OpenStreetMap (Overpass API) for the universe of local businesses + findloc.ai’s own claimed-business database for the high-scoring entries. Computed every Monday and cached.
Own one of these businesses?

Claim your free findloc.ai mini-page. Average score jump on the week after claiming: +35 points. Every signal above the “70” baseline is something we auto-generate for you.

Run the free AI visibility check on my site