What AI engines actually recommend
for Allentown Motel
We probed 4 AI engines (ChatGPT, Claude, Perplexity, Gemini) with 15 real customer-search queries about Allentown motel. 17 unique businesses were named across the answers. Engine coverage (% of queries that returned a specific recommendation): Perplexity 100% · ChatGPT 93% · Claude 100% · Gemini 93%. Most-cited business: Motel 6 Allentown, PA (21 citations across 3 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
17 businesses named across 15 queries| Rank | Property | ChatGPT | Claude | Perplexity | Gemini | Total | Score |
|---|---|---|---|---|---|---|---|
| 1 | Motel 6 Allentown, PA | 3 | 10 | · | 8 | 21 | 90 |
| 2 | Days Hotel by Wyndham Allentown Airport / Lehigh Valley | 6 | 5 | · | 7 | 18 | 81 |
| 3 | Super 8 by Wyndham Allentown | 3 | 7 | · | 6 | 16 | 76 |
| 4 | Parkview Inn and Conference Center | · | · | 14 | · | 14 | 50 |
| 5 | Staybridge Suites Allentown Bethlehem Airport | 2 | 8 | · | · | 10 | 49 |
| 6 | Days Hotel by Wyndham Allentown | · | · | 12 | · | 12 | 44 |
| 7 | Fairfield Inn Allentown | · | · | 12 | · | 12 | 44 |
| 8 | Holiday Inn Express Allentown North | · | 3 | · | 5 | 8 | 43 |
| 9 | Holiday Inn Express Allentown | · | · | 11 | · | 11 | 41 |
| 10 | Best Western Allentown Bethlehem Inn | · | · | 10 | · | 10 | 39 |
| 11 | Red Roof Inn Allentown South | · | · | · | 9 | 9 | 36 |
| 12 | WoodSpring Suites Allentown | 5 | · | · | · | 5 | 24 |
| 13 | Hyatt Place Allentown Lehigh Valley | · | · | 5 | · | 5 | 24 |
| 14 | Homewood Suites Allentown | · | · | 4 | · | 4 | 21 |
| 15 | Days Hotel by Wyndham Allentown Airport | · | · | 3 | · | 3 | 19 |
| 16 | Super 8 Allentown | · | · | 2 | · | 2 | 16 |
| 17 | Travelodge Allentown | · | · | 2 | · | 2 | 16 |
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 saidRoad trip"best motel in Allentown for a road trip stopover"0 engines
Budget"cheap motel in Allentown under 100 a night"0 engines
Road trip"Allentown motel near the highway"0 engines
Family"family motel in Allentown with kitchenette"0 engines
Location"Allentown motel near the airport for early flight"0 engines
We probe 4 AI engines weekly with 15 hand-curated customer queries per market. The remaining 10 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 June 30, 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.