What AI engines actually recommend
for Chattanooga Hotel
We probed 4 AI engines (ChatGPT, Claude, Perplexity, Gemini) with 10 real customer-search queries about Chattanooga hotel. 29 unique businesses were named across the answers. Engine coverage (% of queries that returned a specific recommendation): Perplexity 100% · ChatGPT 0% · Claude 0% · Gemini 80%. Most-cited business: The Read House (7 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
29 businesses named across 10 queries| Rank | Property | ChatGPT | Claude | Perplexity | Gemini | Total | Score |
|---|---|---|---|---|---|---|---|
| 1 | The Read House | · | · | · | 7 | 7 | 80 |
| 2 | Hotel Indigo Chattanooga - Downtown | · | · | · | 6 | 6 | 71 |
| 3 | The Edwin Hotel, Autograph Collection | · | · | 6 | · | 6 | 71 |
| 4 | The Read House Hotel | · | · | 6 | · | 6 | 71 |
| 5 | The Edwin Hotel Chattanooga | · | · | · | 5 | 5 | 63 |
| 6 | The Waymark | · | · | · | 4 | 4 | 54 |
| 7 | The Hotel Chalet at The Choo Choo | · | · | 4 | · | 4 | 54 |
| 8 | Hampton Inn Chattanooga East Ridge | · | · | 3 | · | 3 | 46 |
| 9 | Drury Plaza Hotel Chattanooga Hamilton Place | · | · | 3 | · | 3 | 46 |
| 10 | Embassy Suites Chattanooga / Hamilton Place | · | · | 2 | · | 2 | 37 |
| 11 | The Chattanoogan Hotel, Curio Collection by Hilton | · | · | 2 | · | 2 | 37 |
| 12 | Staybridge Suites Chattanooga Dwtn - Conv Ctnr By Ihg | · | · | 2 | · | 2 | 37 |
| 13 | The Westin Chattanooga | · | · | 2 | · | 2 | 37 |
| 14 | Designer Penthouse with Rooftop Deck Near Downtown | · | · | 2 | · | 2 | 37 |
| 15 | Home2 Suites by Hilton Chattanooga Hamilton Place | · | · | 2 | · | 2 | 37 |
| 16 | Motel 6 Chattanooga, TN - Airport | · | · | 2 | · | 2 | 37 |
| 17 | Hampton Inn & Suites Chattanooga/Hamilton Place | · | · | 2 | · | 2 | 37 |
| 18 | Bluff View Inn | · | · | 1 | · | 1 | 29 |
| 19 | Bode Chattanooga | · | · | 1 | · | 1 | 29 |
| 20 | The Dwell Hotel – Member of Design Hotels | · | · | 1 | · | 1 | 29 |
▸▾Show all 29 businesses(rank 21 – 29)
| 21 | Chattanooga Marriott Downtown | · | · | 1 | · | 1 | 29 |
| 22 | TownePlace Suites Chattanooga near Hamilton Place | · | · | 1 | · | 1 | 29 |
| 23 | Residence Inn Chattanooga Near Hamilton Place | · | · | 1 | · | 1 | 29 |
| 24 | Baymont by Wyndham Chattanooga Eastridge | · | · | 1 | · | 1 | 29 |
| 25 | Extended Stay America - Chattanooga - Airport | · | · | 1 | · | 1 | 29 |
| 26 | InTown Suites Chattanooga Airport | · | · | 1 | · | 1 | 29 |
| 27 | Homewood Suites by Hilton Chattanooga - Hamilton Place | · | · | 1 | · | 1 | 29 |
| 28 | Doubletree By Hilton Hotel Chattanooga Downtown | · | · | 1 | · | 1 | 29 |
| 29 | Aloft Chattanooga Hamilton Place | · | · | 1 | · | 1 | 29 |
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 Chattanooga"0 engines
Unique"boutique hotel in Chattanooga with character"0 engines
Location"Chattanooga hotel walking distance to downtown"0 engines
Romantic"luxury hotel in Chattanooga for a romantic getaway"0 engines
Family"family friendly hotel in Chattanooga 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.