LIVE101Cities4AI engines364+Markets5,460Queries / wk54,995+Citations analysed
The public AI-recommendation database · updated weekly

The public database of AI recommendations for local businesses.

Every week we ask ChatGPT, Claude, Perplexity and Gemini what they recommend across 364+ city × industry markets — and publish exactly who they cite. Free to read.

Check AI visibility — free, no signup

Paste any URL or business name. We score it on the 4 signals AI engines actually use: schema.org, robots.txt allowlist, sitemap, /llms.txt. ~12 seconds. Different from the AI Reports above — that probes live AI engines for whole markets; this audits one site at a time.

WHAT TO CHECK:

Business name & city, comma-separated. Works with or without a website.

Business type
🔍 Auto-detect (Google Places)

No signup · 3 free checks/day · Sign in for unlimited · powered by Perplexity

Why AI can’t find you

Your website was built for humans. AI assistants need it written a completely different way.

What a HUMAN sees
tonyspizza.com
TONY’S PIZZAEST. 1987
HomeMenuAboutContact

The best wood-fired pizza in town.
Open late Fri & Sat.

4.9(247 Google reviews)
Order Now
✓ Beautiful. Gets you Google traffic.
What an AI assistant sees
application/ld+json · GPTBot · ClaudeBot · PerplexityBot
{
  "@context": "schema.org",
  "@type": "LocalBusiness",
  "name": null,
  "address": null,
  "openingHours": null,
  "aggregateRating": null,
  "image": null
}
✗ Empty. AI recommends your competitor instead.

Traditional websites are too bloated for AI to read. AI doesn’t need pretty layouts or marketing copy — it needs structured data: facts tagged so machines can extract them. The vast majority of small-business websites provide none.

How it works · 3 steps
  1. Step 1 · free
    Find your market in the database

    Open the live dashboard, pick your city and industry, see who AI engines are recommending — with the verbatim answers behind every number.

  2. Step 2 · free
    Claim your slot in the database

    30 seconds. We attach your business to its entry and publish a clean, schema-perfect page AI engines can read when they research your market — one extra signal in the mix, not a guarantee. Real visibility takes more than one page (see Step 3).

  3. Step 3 · Pro $49/mo
    Track + improve, weekly

    Every Monday: rank deltas, who climbed, who dropped, and AI-generated improvement suggestions based on what AI engines say about competitors that beat you.

Plumbing built for AI crawlers

Three infrastructure details most GEO tools skip

None of these are unique protocols — they’re standards. The unique part is that we wire them up specifically for the AI-crawler audience.

  • IndexNow live-push
    Bing knows about your edit within 60 seconds

    The moment you claim or edit your mini-page, we push the URL to Bing’s IndexNow endpoint. Bing’s index powers ChatGPT search — faster indexing means faster citation eligibility.

  • Real-time lastmod
    Our sitemap tells the truth

    Every mini-page entry in /sitemap.xml carries the actual lastmod from the database, not the build timestamp. Crawlers schedule revisits based on this — we make sure it’s accurate.

Common questions
  • What does findloc.ai actually do?

    We are the public database of AI recommendations for local businesses. Every week we probe 4 AI engines — ChatGPT, Claude, Perplexity, Gemini — with real customer search queries across dozens of city × industry markets, and publish exactly which businesses they recommend. See live data at findloc.ai/visibility. Free to read. Pro $49/mo adds personalised tracking + weekly trend emails for your own business.

  • Are you a "where should I open my next shop" tool?

    No. findloc.ai used to lean on OpenStreetMap data for location research, and that map still lives at /map for casual browsing. But the product today is about AI visibility — making your existing business get cited by ChatGPT, Claude, Perplexity and Gemini when customers ask them for recommendations.

  • What is the difference between the AI visibility check and the AI Reports?

    The visibility check (on this page) audits ONE website you paste in — it tells you whether your own site has the schema.org, robots.txt, sitemap and /llms.txt signals AI engines look for. The AI Visibility Dashboard (at /visibility) flips the lens: for a given city + industry, we ask 4 AI engines the real customer-search questions a customer would type, and publish which specific businesses got recommended. Use the check to fix your own site; use the dashboard to see who is winning your market.

  • How accurate are the AI Reports — are those real AI answers?

    Yes. Every number on a report page is computed from a real API call. We hit each AI engine with 15 hand-curated queries per (city, industry), capture the verbatim answers, extract the business names, and tally cross-engine citations. The full raw answer for every query is on the page — click any query in the per-query breakdown to read what ChatGPT actually said. Data refreshes weekly via cron.

  • Do you sell my data?

    No. Everything we publish is public-by-design: your mini-page IS the product, the AI Reports are public-by-design (it is who AI is already recommending, just made visible). We do not sell business data, contact lists, or audit results to anyone.

See your market before your competitors do.

364+ city × industry markets probed this week. Free to read — find yours.