What AI engines actually recommend
for Cincinnati Hotel
We probed 4 AI engines (ChatGPT, Claude, Perplexity, Gemini) with 10 real customer-search queries about Cincinnati hotel. 23 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: 21c Museum Hotel Cincinnati (10 citations across 2 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
23 businesses named across 10 queries| Rank | Property | ChatGPT | Claude | Perplexity | Gemini | Total | Score |
|---|---|---|---|---|---|---|---|
| 1 | 21c Museum Hotel Cincinnati | · | · | 4 | 6 | 10 | 100 |
| 2 | Hotel Covington | · | · | · | 7 | 7 | 62 |
| 3 | The Lytle Park Hotel | · | · | · | 6 | 6 | 56 |
| 4 | Hilton Cincinnati Netherland Plaza | · | · | 6 | · | 6 | 56 |
| 5 | Kinley Hotel | · | · | · | 5 | 5 | 50 |
| 6 | Graduate by Hilton Cincinnati | · | · | 5 | · | 5 | 50 |
| 7 | Hyatt Regency Cincinnati | · | · | 5 | · | 5 | 50 |
| 8 | voco The Clair Cincinnati Downtown | · | · | 5 | · | 5 | 50 |
| 9 | Fidelity Hotel | · | · | · | 4 | 4 | 44 |
| 10 | LivINN Hotel Cincinnati / Sharonville Convention Center | · | · | 4 | · | 4 | 44 |
| 11 | The Lytle Park Hotel, Autograph Collection | · | · | 3 | · | 3 | 38 |
| 12 | The Summit Hotel | · | · | 3 | · | 3 | 38 |
| 13 | Cincinnati Marriott at RiverCenter | · | · | 2 | · | 2 | 32 |
| 14 | DoubleTree Suites by Hilton Hotel Cincinnati - Blue Ash | · | · | 2 | · | 2 | 32 |
| 15 | Hyatt Place Cincinnati / Sharonville Convention Center | · | · | 2 | · | 2 | 32 |
| 16 | Fairfield Inn & Suites by Marriott Cincinnati Uptown | · | · | 2 | · | 2 | 32 |
| 17 | Great Wolf Lodge Cincinnati/Mason | · | · | 1 | · | 1 | 26 |
| 18 | Hawthorn Extended Stay by Wyndham Cincinnati/Sharonville | · | · | 1 | · | 1 | 26 |
| 19 | Intown Suites Extended Stay Cincinnati Oh - Colerain | · | · | 1 | · | 1 | 26 |
| 20 | Hilton Cincinnati Airport Hotel | · | · | 1 | · | 1 | 26 |
▸▾Show all 23 businesses(rank 21 – 23)
| 21 | Doubletree by Hilton Cincinnati Airport | · | · | 1 | · | 1 | 26 |
| 22 | Staybridge Suites Cincinnati North by IHG | · | · | 1 | · | 1 | 26 |
| 23 | The Westin Cincinnati | · | · | 1 | · | 1 | 26 |
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 Cincinnati"0 engines
Unique"boutique hotel in Cincinnati with character"0 engines
Location"Cincinnati hotel walking distance to downtown"0 engines
Romantic"luxury hotel in Cincinnati for a romantic getaway"0 engines
Family"family friendly hotel in Cincinnati 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.