What AI engines actually recommend
for Toledo Hotel
We probed 4 AI engines (ChatGPT, Claude, Perplexity, Gemini) with 10 real customer-search queries about Toledo hotel. 15 unique businesses were named across the answers. Engine coverage (% of queries that returned a specific recommendation): Perplexity 100% · ChatGPT 0% · Claude 0% · Gemini 100%. Most-cited business: The Toledo Hotel (9 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
15 businesses named across 10 queries| Rank | Property | ChatGPT | Claude | Perplexity | Gemini | Total | Score |
|---|---|---|---|---|---|---|---|
| 1 | The Toledo Hotel | · | · | 9 | · | 9 | 80 |
| 2 | Hilton Toledo | · | · | 9 | · | 9 | 80 |
| 3 | Embassy Suites Toledo | · | · | 9 | · | 9 | 80 |
| 4 | Courtyard by Marriott Toledo | · | · | 9 | · | 9 | 80 |
| 5 | Hampton Inn Toledo | · | · | 9 | · | 9 | 80 |
| 6 | Renaissance Toledo Downtown Hotel | · | · | · | 7 | 7 | 67 |
| 7 | Haven Hotels - Toledo, OH | · | · | · | 6 | 6 | 60 |
| 8 | Hotel Royal | · | · | · | 5 | 5 | 53 |
| 9 | The Kings Throne Inn | · | · | · | 4 | 4 | 47 |
| 10 | Homewood Suites by Hilton Toledo Downtown | · | · | · | 4 | 4 | 47 |
| 11 | The Victorian Inn | · | · | 1 | · | 1 | 27 |
| 12 | Boutique Toledo House | · | · | 1 | · | 1 | 27 |
| 13 | The Old Mill Hotel | · | · | 1 | · | 1 | 27 |
| 14 | The Artisan Loft | · | · | 1 | · | 1 | 27 |
| 15 | The Heritage Inn | · | · | 1 | · | 1 | 27 |
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 saidRomantic"luxury hotel in Toledo for a romantic getaway"0 engines
Other"best hotels in Toledo"0 engines
Unique"boutique hotel in Toledo with character"0 engines
Location"Toledo hotel walking distance to downtown"0 engines
Family"family friendly hotel in Toledo 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.