What AI engines actually recommend
for Miami Hotel
We probed 4 AI engines (ChatGPT, Claude, Perplexity, Gemini) with 10 real customer-search queries about Miami hotel. 11 unique businesses were named across the answers. Engine coverage (% of queries that returned a specific recommendation): Perplexity 100% · ChatGPT 0% · Claude 0% · Gemini 80%. Most-cited business: The Cadillac (10 citations across 1 engines). Below is the live data — every number is computed from the AI answers shown in the per-query breakdown.
Engine coverage
% of queries where the engine returned a specific business name (not just “search Booking.com” or a refusal).
Top 3 — who wins this market
Most-cited businesses
11 businesses named across 10 queries| Rank | Property | ChatGPT | Claude | Perplexity | Gemini | Total | Score |
|---|---|---|---|---|---|---|---|
| 1 | The Cadillac | · | · | 10 | · | 10 | 80 |
| 2 | Escape Collection | · | · | 10 | · | 10 | 80 |
| 3 | Novatel Miami Bickl | · | · | 10 | · | 10 | 80 |
| 4 | Tru by Hilton Miami West Brickell | · | · | 8 | · | 8 | 68 |
| 5 | Marriott Bonvoy Miami Pool Hotels | · | · | 8 | · | 8 | 68 |
| 6 | The Betsy Hotel | · | · | · | 5 | 5 | 50 |
| 7 | Condé Nast Affordable Miami Hotels | · | · | 4 | · | 4 | 44 |
| 8 | Four Seasons Hotel Miami | · | · | · | 3 | 3 | 38 |
| 9 | Loews Miami Beach Hotel | · | · | · | 3 | 3 | 38 |
| 10 | 1 Hotel South Beach | · | · | · | 3 | 3 | 38 |
| 11 | Faena Hotel Miami Beach | · | · | · | 2 | 2 | 32 |
Total = sum of citations across all engines × all queries. Score = density-weighted with cross-engine consensus.
Per-query breakdown
click any row to read what each AI actually saidOther"best hotels in Miami"0 engines
Unique"boutique hotel in Miami with character"0 engines
Location"Miami hotel walking distance to downtown"0 engines
Romantic"luxury hotel in Miami for a romantic getaway"0 engines
Family"family friendly hotel in Miami with pool"0 engines
We probe 4 AI engines weekly with 15 hand-curated customer queries per market. The remaining 5 answers (rank, citations, exact engine wording) unlock with Pro $49/mo. The full prompt library is Agency-tier IP — see pricing.
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Data snapshot generated July 6, 2026. Refreshed weekly. findloc.ai is independent — we are not affiliated with OpenAI, Anthropic, Perplexity or Google. AI engine answers shown are quoted verbatim from public API responses and may change between snapshots.