What AI engines actually recommend
for Allentown Hotel
We probed 4 AI engines (ChatGPT, Claude, Perplexity, Gemini) with 10 real customer-search queries about Allentown hotel. 14 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: Hyatt Place Allentown (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
14 businesses named across 10 queries| Rank | Property | ChatGPT | Claude | Perplexity | Gemini | Total | Score |
|---|---|---|---|---|---|---|---|
| 1 | Hyatt Place Allentown | · | · | 9 | · | 9 | 80 |
| 2 | The Hotel at Lehigh Valley | · | · | 8 | · | 8 | 73 |
| 3 | Hilton Allentown | · | · | 8 | · | 8 | 73 |
| 4 | Americus Hotel | · | · | · | 7 | 7 | 67 |
| 5 | Renaissance Allentown Hotel | · | · | · | 7 | 7 | 67 |
| 6 | Courtyard by Marriott Allentown | · | · | 7 | · | 7 | 67 |
| 7 | Hampton Inn Allentown | · | · | 7 | · | 7 | 67 |
| 8 | Allentown Park Hotel by The Red Collection | · | · | · | 6 | 6 | 60 |
| 9 | Days Hotel by Wyndham Allentown Airport / Lehigh Valley | · | · | · | 5 | 5 | 53 |
| 10 | Lehigh Valley Inn | · | · | 5 | · | 5 | 53 |
| 11 | Holiday Inn Allentown–Bethlehem | · | · | · | 3 | 3 | 40 |
| 12 | The Inn at Glenloch | · | · | 3 | · | 3 | 40 |
| 13 | The Glen Hotel | · | · | 2 | · | 2 | 33 |
| 14 | Allentown Boutique House | · | · | 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 saidOther"best hotels in Allentown"0 engines
Unique"boutique hotel in Allentown with character"0 engines
Location"Allentown hotel walking distance to downtown"0 engines
Romantic"luxury hotel in Allentown for a romantic getaway"0 engines
Family"family friendly hotel in Allentown 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.