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findloc.ai
Make your business citable by ChatGPT, Claude & Perplexity
Customers ask AI "best dentist near me" — but most local businesses are invisible to ChatGPT. findloc.ai gives you a free AI-visible mini-page with schema, FAQ & structured data so ChatGPT, Claude, Perplexity and Google AI can actually cite you.
Top comment
Hi HN, I built findloc.ai because every time I thought about opening something — a café, a laundromat — Google Maps was useless for the actual question: "Where in this city does this make sense?" Click any city block, and you see: - How many cafés/restaurants/competitors are within 250m / 500m / 1km - What kinds of shops cluster nearby - Per-block research factors tuned to YOUR business type (28 types supported — laundromat cares about residential density; cafés care about office workers; bars care about evening foot traffic) - Side-by-side comparison of two blocks against the same checklist All powered by live OpenStreetMap data via Overpass, with H3 hexagonal binning for the density grid. The whole site is free, no signup, no tracking, no paywall — and it works anywhere on Earth that OSM covers (most places, in practice). Stack: Next.js 14, MapLibre GL, h3-js, deck.gl, OSM, NASA basemap. 700+ programmatic SEO pages for city × business-type research guides. Self-hosted, ~$20/mo to run on Vercel. I'd love feedback — especially from anyone who's gone through actual site selection. What did the existing tools miss? What would you want to see on a block before signing a lease? Try it: https://findloc.ai Browse guides: https://findloc.ai/research
About findloc.ai on Product Hunt
“Make your business citable by ChatGPT, Claude & Perplexity”
findloc.ai launched on Product Hunt on June 2nd, 2026 and earned 80 upvotes and 5 comments, placing #21 on the daily leaderboard. Customers ask AI "best dentist near me" — but most local businesses are invisible to ChatGPT. findloc.ai gives you a free AI-visible mini-page with schema, FAQ & structured data so ChatGPT, Claude, Perplexity and Google AI can actually cite you.
On the analytics side, findloc.ai competes within Marketing, SEO and Maps — topics that collectively have 514.8k followers on Product Hunt. The dashboard above tracks how findloc.ai performed against the three products that launched closest to it on the same day.
Who hunted findloc.ai ?
findloc.ai was hunted by Daniel Duan. 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 findloc.ai including community comment highlights and product details, visit the product overview.