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⏶ Open data · 2026-W24 · Jun 8 – Jun 14, 2026

13 US Cities × 4 AI Engines — Lodging

How ChatGPT, Claude, Perplexity, and Gemini recommend hotels and motels across US markets.

Markets
26
13 cities × 2 industries
Snapshots
26
Window: 4 weeks
Properties named
1425
Unique across all markets
Dominant engine
ChatGPT
avg coverage shown below

Avg per-engine coverage across 26 markets

  • ChatGPT98%
  • Claude97%
  • Perplexity18%
  • Gemini97%

Per-market data (26)

asheville·hotel

1 snapshot
Median score
32
of cited businesses
Top score
90
single best
Properties named
62
unique, window
Avg coverage
80%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT100%
Claude93%
Perplexity27%
Gemini100%

asheville·motel

1 snapshot
Median score
35
of cited businesses
Top score
87
single best
Properties named
63
unique, window
Avg coverage
67%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT93%
Claude87%
Perplexity0%
Gemini87%

austin·hotel

1 snapshot
Median score
35
of cited businesses
Top score
100
single best
Properties named
73
unique, window
Avg coverage
75%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT100%
Claude100%
Perplexity0%
Gemini100%

austin·motel

1 snapshot
Median score
12
of cited businesses
Top score
100
single best
Properties named
74
unique, window
Avg coverage
82%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT100%
Claude100%
Perplexity27%
Gemini100%

bend·hotel

1 snapshot
Median score
16
of cited businesses
Top score
100
single best
Properties named
60
unique, window
Avg coverage
85%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT100%
Claude100%
Perplexity40%
Gemini100%

bend·motel

1 snapshot
Median score
31
of cited businesses
Top score
100
single best
Properties named
46
unique, window
Avg coverage
75%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT100%
Claude100%
Perplexity0%
Gemini100%

charleston·hotel

1 snapshot
Median score
28
of cited businesses
Top score
100
single best
Properties named
43
unique, window
Avg coverage
75%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT100%
Claude100%
Perplexity13%
Gemini87%

charleston·motel

1 snapshot
Median score
16
of cited businesses
Top score
90
single best
Properties named
77
unique, window
Avg coverage
78%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT100%
Claude100%
Perplexity13%
Gemini100%

joshua tree·hotel

1 snapshot
Median score
33
of cited businesses
Top score
100
single best
Properties named
54
unique, window
Avg coverage
75%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT100%
Claude100%
Perplexity0%
Gemini100%

joshua tree·motel

1 snapshot
Median score
32
of cited businesses
Top score
100
single best
Properties named
30
unique, window
Avg coverage
75%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT100%
Claude100%
Perplexity0%
Gemini100%

lake tahoe·hotel

1 snapshot
Median score
21
of cited businesses
Top score
100
single best
Properties named
63
unique, window
Avg coverage
75%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT100%
Claude100%
Perplexity0%
Gemini100%

lake tahoe·motel

1 snapshot
Median score
39
of cited businesses
Top score
90
single best
Properties named
63
unique, window
Avg coverage
78%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT100%
Claude100%
Perplexity13%
Gemini100%

nashville·hotel

1 snapshot
Median score
27
of cited businesses
Top score
100
single best
Properties named
67
unique, window
Avg coverage
77%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT93%
Claude93%
Perplexity20%
Gemini100%

nashville·motel

1 snapshot
Median score
23
of cited businesses
Top score
100
single best
Properties named
66
unique, window
Avg coverage
68%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT100%
Claude93%
Perplexity0%
Gemini80%

new orleans·hotel

1 snapshot
Median score
18
of cited businesses
Top score
100
single best
Properties named
90
unique, window
Avg coverage
97%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT100%
Claude100%
Perplexity87%
Gemini100%

new orleans·motel

1 snapshot
Median score
14
of cited businesses
Top score
90
single best
Properties named
77
unique, window
Avg coverage
77%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT100%
Claude100%
Perplexity7%
Gemini100%

park city·hotel

1 snapshot
Median score
25
of cited businesses
Top score
100
single best
Properties named
63
unique, window
Avg coverage
87%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT100%
Claude100%
Perplexity47%
Gemini100%

park city·motel

1 snapshot
Median score
14
of cited businesses
Top score
100
single best
Properties named
71
unique, window
Avg coverage
78%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT93%
Claude93%
Perplexity40%
Gemini87%

portland·hotel

1 snapshot
Median score
40
of cited businesses
Top score
100
single best
Properties named
48
unique, window
Avg coverage
68%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT80%
Claude100%
Perplexity0%
Gemini93%

portland·motel

1 snapshot
Median score
14
of cited businesses
Top score
90
single best
Properties named
90
unique, window
Avg coverage
83%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT100%
Claude100%
Perplexity33%
Gemini100%

savannah·hotel

1 snapshot
Median score
37
of cited businesses
Top score
100
single best
Properties named
50
unique, window
Avg coverage
73%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT100%
Claude93%
Perplexity0%
Gemini100%

savannah·motel

1 snapshot
Median score
14
of cited businesses
Top score
90
single best
Properties named
88
unique, window
Avg coverage
78%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT100%
Claude93%
Perplexity27%
Gemini93%

sedona·hotel

1 snapshot
Median score
32
of cited businesses
Top score
100
single best
Properties named
45
unique, window
Avg coverage
75%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT100%
Claude100%
Perplexity0%
Gemini100%

sedona·motel

1 snapshot
Median score
25
of cited businesses
Top score
90
single best
Properties named
55
unique, window
Avg coverage
82%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT100%
Claude100%
Perplexity33%
Gemini93%

woodstock ny·hotel

1 snapshot
Median score
23
of cited businesses
Top score
100
single best
Properties named
30
unique, window
Avg coverage
83%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT100%
Claude100%
Perplexity33%
Gemini100%

woodstock ny·motel

1 snapshot
Median score
33
of cited businesses
Top score
100
single best
Properties named
43
unique, window
Avg coverage
72%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT100%
Claude87%
Perplexity0%
Gemini100%

Methodology

Each market is probed with 15 hand-curated holiday-search queries against four AI engines (ChatGPT via OpenRouter, Claude via OpenRouter, Perplexity sonar-pro, Gemini via OpenRouter). Engine coverage = % of queries where the engine returned at least one specific business name (not a refusal or generic OTA link). Rank movement compares the earliest and latest snapshot inside the4-week trailing window. Data frozen at 2026-W24 window end — this URL will never be edited.

Snapshots feeding this report: 2026-05-18 → 2026-06-14