What AI engines actually recommend
for Mcallen Hotel
We probed 4 AI engines (ChatGPT, Claude, Perplexity, Gemini) with 10 real customer-search queries about Mcallen 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 90%. Most-cited business: Casa De Palmas, Trademark Collection by Wyndham (8 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 | Casa De Palmas, Trademark Collection by Wyndham | · | · | · | 8 | 8 | 80 |
| 2 | Hampton Inn & Suites McAllen | · | · | 7 | · | 7 | 73 |
| 3 | Hilton Garden Inn McAllen | · | · | 7 | · | 7 | 73 |
| 4 | Fairfield Inn & Suites McAllen | · | · | 7 | · | 7 | 73 |
| 5 | Courtyard by Marriott McAllen | · | · | 7 | · | 7 | 73 |
| 6 | Residence Inn by Marriott McAllen | · | · | 7 | · | 7 | 73 |
| 7 | Wyndham Garden McAllen At La Plaza Mall | · | · | · | 4 | 4 | 50 |
| 8 | Cambria Hotel McAllen Convention Center | · | · | · | 4 | 4 | 50 |
| 9 | La Quinta Inn & Suites by Wyndham McAllen La Plaza Mall | · | · | · | 4 | 4 | 50 |
| 10 | Holiday Inn McAllen – Medical Center Area | · | · | · | 3 | 3 | 43 |
| 11 | The McAllen Inn | · | · | 3 | · | 3 | 43 |
| 12 | Boutique Stay McAllen | · | · | 3 | · | 3 | 43 |
| 13 | Heritage House McAllen | · | · | 3 | · | 3 | 43 |
| 14 | The McAllen Manor | · | · | 3 | · | 3 | 43 |
| 15 | McAllen Boutique Suites | · | · | 3 | · | 3 | 43 |
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 McAllen"0 engines
Unique"boutique hotel in McAllen with character"0 engines
Location"McAllen hotel walking distance to downtown"0 engines
Romantic"luxury hotel in McAllen for a romantic getaway"0 engines
Family"family friendly hotel in McAllen 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.