When someone asks ChatGPT “best place to stay in Sedona”, whose name comes up?
Probably not yours. We probe ChatGPT, Claude, Perplexity and Gemini every week with real customer queries, publish who gets cited, and help your business climb the list.
How findloc.ai works
Three steps · public data + paid tracking
- 1We probe 4 AI engines weekly
Every Sunday night, for each (city × industry) market we cover, we send 15 real customer queries through ChatGPT, Claude, Perplexity and Gemini.
Queries are hand-curated by intent (family · group · budget · location · romantic · unique · business · amenity · road trip). The full prompt list is part of our IP — Agency-tier subscribers get to see and customise it.
- 2We publish who gets cited
For each market we publish an AI Report showing every business AI engines named, ranked by cross-engine consensus. Free for anyone to read. Each engine’s verbatim answer is on the page — you can verify every claim.
See one live: /ai-visibility/us/sedona/airbnb — top 3 Sedona Airbnbs by AI consensus + per-engine breakdown + AI’s exact words. - 3You claim your business → weekly tracking + AI suggestions
Claim your business (free) and we automatically check every relevant AI Report for your rank. Subscribe to Pro ($49/mo) and every Monday morning you get an email: where you rank, which engines mention you, who’s climbing, and AI-generated improvement suggestions based on what the AI engines said about competitors that beat you.
But wait — what’s GEO, in plain English?
When ChatGPT (or Claude, Perplexity, Gemini) answers a question, it doesn’t just look at one website. It checks multiple signals and picks businesses that show up consistently across them. For a hotel in Boston, the AI is checking:
| Source | What AI looks at |
|---|---|
| The hotel’s own website | Clear <title>, schema.org Hotel structured data |
| Google Business Profile | Reviews, photos, hours, address |
| TripAdvisor / Booking.com | Ratings and reviews |
| Wikipedia / travel blogs | Third-party mentions |
| Local news / tourism media | Editorial citations |
| /llms.txt file | Few sites have one — AI prefers ones that do |
A business that “wins” in AI answers has 5-6 sources all aligned — same name, address, phone; consistent description; structured data on the website. That’s GEO. The improvement suggestions in Pro tell you specifically which of these you’re missing.
What you get at each tier
- Browse AI Reports — see top 20 cited businesses per market
- See 5 of 15 sample queries (the other 10 are paid)
- Claim 1 business — find out if you rank
- Per-engine breakdown
- Weekly rank changes
- Improvement suggestions
- Competitor comparison
- 1 business tracked across all relevant reports
- See each AI engine’s verbatim answers for ALL 15 query intents (prompt text itself is Agency-tier IP)
- Weekly email: rank, deltas, who climbed/dropped
- AI-generated improvement suggestions
- Compare against 3 competitors
- 5 businesses tracked
- Deeper AI improvement suggestions per business
- Compare against 10 competitors (cross-business)
- 12-month rank history + trend charts
- Monthly industry benchmark reports
- Unlimited businesses
- Full prompt library access — see exactly which 15 prompts we use + write your own custom prompts
- API access for bulk pulls into your own dashboard
- White-label PDF report exports
- Priority new-city / new-industry seed requests
The findloc GEO Engine: 7 dimensions, evidence-anchored
We measure your AI visibility across 7 independent dimensions, weight them deliberately (content + citation + competitor gap dominate; vertical-specific signals stay small), and recommend changes grounded in academic research — not LLM intuition.
| Optimization | Measured lift |
|---|---|
| Quotation Addition | +41% (top single technique) |
| Statistics Addition | +32% |
| Cite Sources | +28% |
| Keyword Stuffing | NEGATIVE (opposite of Google SEO) |
Our content-density scoring rule directly encodes these findings. When you see a suggestion that says “Add a guest quote — Princeton measured +41% citation lift”, we’re not making that up.
Full methodology: findloc.ai/method — the 7 dimensions, the formulas, the evidence base, the open questions.
Why we publish the raw AI answers (and most tools don’t)
- No black-box scores. Other “AI visibility” tools give you a 0-100 number with no way to verify it. Ours shows ChatGPT’s exact answer next to the score, so you can read for yourself why your competitor was named and you weren’t.
- Public reports beat private dashboards. If only the buyer can see the data, no one can challenge it. By publishing the AI Reports, the entire market can see what AI thinks. We get critiqued fast when we get something wrong — and that’s the whole point.
- The prompts ARE the IP. We hide the full prompt list (Agency tier sees it) because that’s our defensible differentiation — anyone can call an AI API; few can pick the 15 prompts that actually map to how guests search.
Why agencies charge $5,000+ for $500 of work
Nothing against agencies — we just believe in transparent pricing. A typical $4,000–7,000/year “AI optimisation” package usually breaks down like this:
| What they do | Real hours | Actual value |
|---|---|---|
| Add schema.org markup | 1-2h | High |
| Submit to 50-100 directories | ~10h | Low (most directories are dead) |
| Write 5-10 generic blog posts | 5-15h | Low (AI ignores self-promotion) |
| Send monthly dashboard reports | automated | Low (hard to verify) |
| Wikipedia / press outreach | 0-5h | High (but rarely actually done) |
Real cost of delivery: ~$1,000–1,800. They charge $4,000–7,000 because most clients can’t evaluate what they got. Pro at $588/year does the same job with verifiable data.
See a live report or check your business
Browse the AI Reports for free — no signup. If your business should be on one of them, claim it and we’ll tell you exactly where you rank.