What AI engines actually recommend
for Columbus Hotel
We probed 4 AI engines (ChatGPT, Claude, Perplexity, Gemini) with 10 real customer-search queries about Columbus 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 100%. Most-cited business: Embassy Suites by Hilton Columbus Downtown (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 | Embassy Suites by Hilton Columbus Downtown | · | · | 10 | · | 10 | 80 |
| 2 | Sheraton Columbus at Capitol Square | · | · | 10 | · | 10 | 80 |
| 3 | The Westin Columbus | · | · | 9 | · | 9 | 74 |
| 4 | Hilton Columbus at Polaris | · | · | 9 | · | 9 | 74 |
| 5 | Hyatt Place Columbus Downtown | · | · | 9 | · | 9 | 74 |
| 6 | Renaissance Columbus Downtown Hotel | · | · | · | 8 | 8 | 68 |
| 7 | The Junto | · | · | · | 6 | 6 | 56 |
| 8 | Hotel LeVeque | · | · | · | 6 | 6 | 56 |
| 9 | Hilton Columbus Downtown | · | · | · | 4 | 4 | 44 |
| 10 | Holiday Inn Columbus Dwtn – Capitol Square | · | · | · | 4 | 4 | 44 |
| 11 | Holiday Inn Express & Suites Columbus - Polaris Parkway | · | · | 3 | · | 3 | 38 |
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 Columbus"0 engines
Unique"boutique hotel in Columbus with character"0 engines
Location"Columbus hotel walking distance to downtown"0 engines
Romantic"luxury hotel in Columbus for a romantic getaway"0 engines
Family"family friendly hotel in Columbus 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.