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⏶ Open data · 2026-W25 · Jun 15 – Jun 21, 2026

100 US Cities × 4 AI Engines — Dental

How AI engines pick a dentist when someone searches "best dentist in {city}", "Invisalign", "dental implants", "emergency dentist".

Markets
100
100 cities × 1 industries
Snapshots
100
Window: 4 weeks
Properties named
14139
Unique across all markets
Dominant engine
Perplexity
avg coverage shown below

Avg per-engine coverage across 100 markets

  • ChatGPT24%
  • Claude23%
  • Perplexity100%
  • Gemini13%

Per-market data (100)

akron·dentist

1 snapshot
Median score
43
of cited businesses
Top score
73
single best
Properties named
102
unique, window
Avg coverage
29%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT7%
Claude7%
Perplexity100%
Gemini0%

albany·dentist

1 snapshot
Median score
20
of cited businesses
Top score
80
single best
Properties named
176
unique, window
Avg coverage
62%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT53%
Claude47%
Perplexity100%
Gemini47%

albuquerque·dentist

1 snapshot
Median score
35
of cited businesses
Top score
80
single best
Properties named
99
unique, window
Avg coverage
28%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT0%
Claude0%
Perplexity100%
Gemini13%

allentown·dentist

1 snapshot
Median score
40
of cited businesses
Top score
80
single best
Properties named
173
unique, window
Avg coverage
47%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT53%
Claude20%
Perplexity100%
Gemini13%

asheville·dentist

1 snapshot
Median score
60
of cited businesses
Top score
100
single best
Properties named
98
unique, window
Avg coverage
25%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT0%
Claude0%
Perplexity100%
Gemini0%

atlanta·dentist

1 snapshot
Median score
50
of cited businesses
Top score
80
single best
Properties named
100
unique, window
Avg coverage
27%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT0%
Claude0%
Perplexity100%
Gemini7%

austin·dentist

1 snapshot
Median score
25
of cited businesses
Top score
70
single best
Properties named
200
unique, window
Avg coverage
52%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT40%
Claude53%
Perplexity100%
Gemini13%

bakersfield·dentist

1 snapshot
Median score
25
of cited businesses
Top score
80
single best
Properties named
171
unique, window
Avg coverage
52%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT47%
Claude47%
Perplexity100%
Gemini13%

baltimore·dentist

1 snapshot
Median score
30
of cited businesses
Top score
80
single best
Properties named
176
unique, window
Avg coverage
49%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT40%
Claude47%
Perplexity100%
Gemini7%

baton rouge·dentist

1 snapshot
Median score
25
of cited businesses
Top score
70
single best
Properties named
136
unique, window
Avg coverage
38%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT7%
Claude33%
Perplexity100%
Gemini13%

bend·dentist

1 snapshot
Median score
50
of cited businesses
Top score
100
single best
Properties named
87
unique, window
Avg coverage
27%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT0%
Claude0%
Perplexity100%
Gemini7%

birmingham·dentist

1 snapshot
Median score
40
of cited businesses
Top score
80
single best
Properties named
185
unique, window
Avg coverage
50%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT27%
Claude47%
Perplexity100%
Gemini27%

boise·dentist

1 snapshot
Median score
25
of cited businesses
Top score
70
single best
Properties named
196
unique, window
Avg coverage
50%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT47%
Claude47%
Perplexity100%
Gemini7%

boston·dentist

1 snapshot
Median score
19
of cited businesses
Top score
80
single best
Properties named
197
unique, window
Avg coverage
57%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT53%
Claude47%
Perplexity93%
Gemini33%

bridgeport·dentist

1 snapshot
Median score
22
of cited businesses
Top score
87
single best
Properties named
113
unique, window
Avg coverage
40%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT7%
Claude0%
Perplexity100%
Gemini53%

buffalo·dentist

1 snapshot
Median score
60
of cited businesses
Top score
100
single best
Properties named
102
unique, window
Avg coverage
25%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT0%
Claude0%
Perplexity100%
Gemini0%

charleston·dentist

1 snapshot
Median score
25
of cited businesses
Top score
90
single best
Properties named
177
unique, window
Avg coverage
53%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT40%
Claude53%
Perplexity100%
Gemini20%

charlotte·dentist

1 snapshot
Median score
25
of cited businesses
Top score
76
single best
Properties named
192
unique, window
Avg coverage
49%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT47%
Claude47%
Perplexity100%
Gemini0%

chattanooga·dentist

1 snapshot
Median score
28
of cited businesses
Top score
87
single best
Properties named
186
unique, window
Avg coverage
50%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT47%
Claude53%
Perplexity100%
Gemini0%

chicago·dentist

1 snapshot
Median score
30
of cited businesses
Top score
70
single best
Properties named
161
unique, window
Avg coverage
43%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT33%
Claude27%
Perplexity100%
Gemini13%

cincinnati·dentist

1 snapshot
Median score
30
of cited businesses
Top score
90
single best
Properties named
189
unique, window
Avg coverage
52%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT53%
Claude47%
Perplexity100%
Gemini7%

cleveland·dentist

1 snapshot
Median score
32
of cited businesses
Top score
80
single best
Properties named
93
unique, window
Avg coverage
27%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT0%
Claude0%
Perplexity100%
Gemini7%

columbia sc·dentist

1 snapshot
Median score
40
of cited businesses
Top score
80
single best
Properties named
99
unique, window
Avg coverage
32%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT0%
Claude0%
Perplexity100%
Gemini27%

columbus·dentist

1 snapshot
Median score
19
of cited businesses
Top score
80
single best
Properties named
192
unique, window
Avg coverage
58%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT47%
Claude53%
Perplexity100%
Gemini33%

corpus christi·dentist

1 snapshot
Median score
30
of cited businesses
Top score
80
single best
Properties named
190
unique, window
Avg coverage
52%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT53%
Claude47%
Perplexity100%
Gemini7%

dallas·dentist

1 snapshot
Median score
33
of cited businesses
Top score
73
single best
Properties named
128
unique, window
Avg coverage
34%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT27%
Claude7%
Perplexity100%
Gemini0%

dayton·dentist

1 snapshot
Median score
25
of cited businesses
Top score
70
single best
Properties named
189
unique, window
Avg coverage
55%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT53%
Claude47%
Perplexity100%
Gemini20%

denver·dentist

1 snapshot
Median score
33
of cited businesses
Top score
73
single best
Properties named
141
unique, window
Avg coverage
33%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT13%
Claude20%
Perplexity100%
Gemini0%

des moines·dentist

1 snapshot
Median score
40
of cited businesses
Top score
80
single best
Properties named
92
unique, window
Avg coverage
27%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT0%
Claude0%
Perplexity100%
Gemini7%

detroit·dentist

1 snapshot
Median score
40
of cited businesses
Top score
80
single best
Properties named
148
unique, window
Avg coverage
35%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT40%
Claude0%
Perplexity100%
Gemini0%

el paso·dentist

1 snapshot
Median score
40
of cited businesses
Top score
80
single best
Properties named
103
unique, window
Avg coverage
27%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT0%
Claude0%
Perplexity100%
Gemini7%

fort collins·dentist

1 snapshot
Median score
32
of cited businesses
Top score
80
single best
Properties named
103
unique, window
Avg coverage
28%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT0%
Claude0%
Perplexity100%
Gemini13%

fort myers·dentist

1 snapshot
Median score
22
of cited businesses
Top score
70
single best
Properties named
183
unique, window
Avg coverage
50%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT40%
Claude53%
Perplexity100%
Gemini7%

fresno·dentist

1 snapshot
Median score
40
of cited businesses
Top score
80
single best
Properties named
105
unique, window
Avg coverage
28%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT0%
Claude0%
Perplexity100%
Gemini13%

grand rapids·dentist

1 snapshot
Median score
30
of cited businesses
Top score
90
single best
Properties named
171
unique, window
Avg coverage
52%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT47%
Claude47%
Perplexity100%
Gemini13%

greensboro·dentist

1 snapshot
Median score
25
of cited businesses
Top score
80
single best
Properties named
196
unique, window
Avg coverage
52%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT53%
Claude47%
Perplexity93%
Gemini13%

greenville sc·dentist

1 snapshot
Median score
28
of cited businesses
Top score
87
single best
Properties named
194
unique, window
Avg coverage
50%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT53%
Claude47%
Perplexity100%
Gemini0%

hartford·dentist

1 snapshot
Median score
22
of cited businesses
Top score
70
single best
Properties named
181
unique, window
Avg coverage
52%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT47%
Claude47%
Perplexity100%
Gemini13%

honolulu·dentist

1 snapshot
Median score
18
of cited businesses
Top score
90
single best
Properties named
200
unique, window
Avg coverage
52%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT40%
Claude53%
Perplexity100%
Gemini13%

houston·dentist

1 snapshot
Median score
40
of cited businesses
Top score
80
single best
Properties named
190
unique, window
Avg coverage
52%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT47%
Claude47%
Perplexity100%
Gemini13%

indianapolis·dentist

1 snapshot
Median score
28
of cited businesses
Top score
73
single best
Properties named
187
unique, window
Avg coverage
50%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT53%
Claude47%
Perplexity100%
Gemini0%

jacksonville·dentist

1 snapshot
Median score
40
of cited businesses
Top score
80
single best
Properties named
91
unique, window
Avg coverage
30%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT0%
Claude0%
Perplexity100%
Gemini20%

joshua tree·dentist

1 snapshot
Median score
35
of cited businesses
Top score
85
single best
Properties named
91
unique, window
Avg coverage
27%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT0%
Claude0%
Perplexity100%
Gemini7%

kansas city·dentist

1 snapshot
Median score
60
of cited businesses
Top score
100
single best
Properties named
91
unique, window
Avg coverage
25%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT0%
Claude0%
Perplexity100%
Gemini0%

knoxville·dentist

1 snapshot
Median score
60
of cited businesses
Top score
100
single best
Properties named
111
unique, window
Avg coverage
25%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT0%
Claude0%
Perplexity100%
Gemini0%

lake tahoe·dentist

1 snapshot
Median score
35
of cited businesses
Top score
100
single best
Properties named
145
unique, window
Avg coverage
37%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT47%
Claude0%
Perplexity100%
Gemini0%

las vegas·dentist

1 snapshot
Median score
35
of cited businesses
Top score
80
single best
Properties named
103
unique, window
Avg coverage
28%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT0%
Claude0%
Perplexity100%
Gemini13%

lexington·dentist

1 snapshot
Median score
17
of cited businesses
Top score
80
single best
Properties named
167
unique, window
Avg coverage
57%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT47%
Claude27%
Perplexity100%
Gemini53%

little rock·dentist

1 snapshot
Median score
30
of cited businesses
Top score
80
single best
Properties named
104
unique, window
Avg coverage
27%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT0%
Claude0%
Perplexity100%
Gemini7%

los angeles·dentist

1 snapshot
Median score
40
of cited businesses
Top score
80
single best
Properties named
100
unique, window
Avg coverage
27%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT0%
Claude0%
Perplexity100%
Gemini7%

louisville·dentist

1 snapshot
Median score
25
of cited businesses
Top score
80
single best
Properties named
190
unique, window
Avg coverage
50%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT40%
Claude53%
Perplexity100%
Gemini7%

madison·dentist

1 snapshot
Median score
18
of cited businesses
Top score
70
single best
Properties named
189
unique, window
Avg coverage
62%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT47%
Claude47%
Perplexity100%
Gemini53%

mcallen·dentist

1 snapshot
Median score
25
of cited businesses
Top score
70
single best
Properties named
145
unique, window
Avg coverage
43%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT33%
Claude27%
Perplexity100%
Gemini13%

memphis·dentist

1 snapshot
Median score
22
of cited businesses
Top score
70
single best
Properties named
156
unique, window
Avg coverage
42%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT13%
Claude47%
Perplexity100%
Gemini7%

miami·dentist

1 snapshot
Median score
50
of cited businesses
Top score
80
single best
Properties named
105
unique, window
Avg coverage
27%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT0%
Claude0%
Perplexity100%
Gemini7%

milwaukee·dentist

1 snapshot
Median score
40
of cited businesses
Top score
80
single best
Properties named
98
unique, window
Avg coverage
27%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT0%
Claude0%
Perplexity100%
Gemini7%

minneapolis·dentist

1 snapshot
Median score
30
of cited businesses
Top score
80
single best
Properties named
198
unique, window
Avg coverage
53%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT53%
Claude47%
Perplexity100%
Gemini13%

mobile·dentist

1 snapshot
Median score
35
of cited businesses
Top score
80
single best
Properties named
79
unique, window
Avg coverage
30%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT0%
Claude0%
Perplexity100%
Gemini20%

modesto·dentist

1 snapshot
Median score
30
of cited businesses
Top score
80
single best
Properties named
94
unique, window
Avg coverage
27%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT0%
Claude0%
Perplexity100%
Gemini7%

nashville·dentist

1 snapshot
Median score
29
of cited businesses
Top score
80
single best
Properties named
99
unique, window
Avg coverage
27%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT0%
Claude0%
Perplexity100%
Gemini7%

new orleans·dentist

1 snapshot
Median score
30
of cited businesses
Top score
70
single best
Properties named
200
unique, window
Avg coverage
52%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT33%
Claude60%
Perplexity100%
Gemini13%

new york·dentist

1 snapshot
Median score
25
of cited businesses
Top score
70
single best
Properties named
182
unique, window
Avg coverage
49%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT40%
Claude47%
Perplexity100%
Gemini7%

ogden·dentist

1 snapshot
Median score
60
of cited businesses
Top score
100
single best
Properties named
98
unique, window
Avg coverage
25%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT0%
Claude0%
Perplexity100%
Gemini0%

oklahoma city·dentist

1 snapshot
Median score
22
of cited businesses
Top score
70
single best
Properties named
179
unique, window
Avg coverage
52%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT53%
Claude47%
Perplexity100%
Gemini7%

omaha·dentist

1 snapshot
Median score
30
of cited businesses
Top score
70
single best
Properties named
184
unique, window
Avg coverage
52%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT40%
Claude47%
Perplexity100%
Gemini20%

orlando·dentist

1 snapshot
Median score
33
of cited businesses
Top score
73
single best
Properties named
106
unique, window
Avg coverage
30%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT0%
Claude7%
Perplexity100%
Gemini13%

oxnard·dentist

1 snapshot
Median score
25
of cited businesses
Top score
70
single best
Properties named
117
unique, window
Avg coverage
34%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT7%
Claude20%
Perplexity100%
Gemini7%

park city·dentist

1 snapshot
Median score
30
of cited businesses
Top score
80
single best
Properties named
85
unique, window
Avg coverage
35%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT0%
Claude0%
Perplexity100%
Gemini40%

philadelphia·dentist

1 snapshot
Median score
25
of cited businesses
Top score
70
single best
Properties named
170
unique, window
Avg coverage
45%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT33%
Claude33%
Perplexity100%
Gemini13%

phoenix·dentist

1 snapshot
Median score
25
of cited businesses
Top score
70
single best
Properties named
124
unique, window
Avg coverage
35%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT27%
Claude7%
Perplexity100%
Gemini7%

pittsburgh·dentist

1 snapshot
Median score
40
of cited businesses
Top score
80
single best
Properties named
188
unique, window
Avg coverage
50%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT53%
Claude47%
Perplexity93%
Gemini7%

portland·dentist

1 snapshot
Median score
19
of cited businesses
Top score
90
single best
Properties named
163
unique, window
Avg coverage
60%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT40%
Claude53%
Perplexity100%
Gemini47%

providence·dentist

1 snapshot
Median score
25
of cited businesses
Top score
90
single best
Properties named
185
unique, window
Avg coverage
53%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT53%
Claude47%
Perplexity100%
Gemini13%

provo·dentist

1 snapshot
Median score
28
of cited businesses
Top score
87
single best
Properties named
173
unique, window
Avg coverage
50%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT53%
Claude47%
Perplexity100%
Gemini0%

raleigh·dentist

1 snapshot
Median score
50
of cited businesses
Top score
80
single best
Properties named
105
unique, window
Avg coverage
32%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT0%
Claude0%
Perplexity100%
Gemini27%

reno·dentist

1 snapshot
Median score
21
of cited businesses
Top score
87
single best
Properties named
165
unique, window
Avg coverage
47%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT40%
Claude47%
Perplexity100%
Gemini0%

richmond·dentist

1 snapshot
Median score
22
of cited businesses
Top score
90
single best
Properties named
136
unique, window
Avg coverage
45%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT20%
Claude20%
Perplexity100%
Gemini40%

riverside·dentist

1 snapshot
Median score
18
of cited businesses
Top score
70
single best
Properties named
184
unique, window
Avg coverage
64%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT47%
Claude47%
Perplexity100%
Gemini60%

rochester·dentist

1 snapshot
Median score
23
of cited businesses
Top score
87
single best
Properties named
115
unique, window
Avg coverage
44%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT27%
Claude0%
Perplexity100%
Gemini47%

sacramento·dentist

1 snapshot
Median score
60
of cited businesses
Top score
100
single best
Properties named
89
unique, window
Avg coverage
25%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT0%
Claude0%
Perplexity100%
Gemini0%

salt lake city·dentist

1 snapshot
Median score
40
of cited businesses
Top score
80
single best
Properties named
83
unique, window
Avg coverage
30%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT0%
Claude0%
Perplexity100%
Gemini20%

san antonio·dentist

1 snapshot
Median score
30
of cited businesses
Top score
70
single best
Properties named
200
unique, window
Avg coverage
52%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT47%
Claude47%
Perplexity100%
Gemini13%

san diego·dentist

1 snapshot
Median score
33
of cited businesses
Top score
73
single best
Properties named
160
unique, window
Avg coverage
40%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT40%
Claude20%
Perplexity100%
Gemini0%

san francisco·dentist

1 snapshot
Median score
50
of cited businesses
Top score
80
single best
Properties named
106
unique, window
Avg coverage
28%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT0%
Claude0%
Perplexity100%
Gemini13%

san jose·dentist

1 snapshot
Median score
50
of cited businesses
Top score
80
single best
Properties named
99
unique, window
Avg coverage
27%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT0%
Claude0%
Perplexity100%
Gemini7%

sarasota·dentist

1 snapshot
Median score
55
of cited businesses
Top score
100
single best
Properties named
101
unique, window
Avg coverage
25%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT0%
Claude0%
Perplexity100%
Gemini0%

savannah·dentist

1 snapshot
Median score
32
of cited businesses
Top score
80
single best
Properties named
84
unique, window
Avg coverage
27%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT0%
Claude0%
Perplexity93%
Gemini13%

seattle·dentist

1 snapshot
Median score
50
of cited businesses
Top score
80
single best
Properties named
103
unique, window
Avg coverage
28%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT0%
Claude0%
Perplexity100%
Gemini13%

sedona·dentist

1 snapshot
Median score
20
of cited businesses
Top score
80
single best
Properties named
186
unique, window
Avg coverage
53%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT47%
Claude53%
Perplexity100%
Gemini13%

spokane·dentist

1 snapshot
Median score
30
of cited businesses
Top score
70
single best
Properties named
194
unique, window
Avg coverage
50%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT40%
Claude53%
Perplexity100%
Gemini7%

st louis·dentist

1 snapshot
Median score
52
of cited businesses
Top score
100
single best
Properties named
93
unique, window
Avg coverage
25%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT0%
Claude0%
Perplexity100%
Gemini0%

tampa·dentist

1 snapshot
Median score
40
of cited businesses
Top score
100
single best
Properties named
105
unique, window
Avg coverage
32%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT0%
Claude0%
Perplexity100%
Gemini27%

toledo·dentist

1 snapshot
Median score
35
of cited businesses
Top score
80
single best
Properties named
93
unique, window
Avg coverage
28%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT0%
Claude0%
Perplexity100%
Gemini13%

tucson·dentist

1 snapshot
Median score
40
of cited businesses
Top score
80
single best
Properties named
105
unique, window
Avg coverage
30%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT0%
Claude0%
Perplexity100%
Gemini20%

tulsa·dentist

1 snapshot
Median score
33
of cited businesses
Top score
100
single best
Properties named
187
unique, window
Avg coverage
48%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT40%
Claude53%
Perplexity100%
Gemini0%

virginia beach·dentist

1 snapshot
Median score
30
of cited businesses
Top score
90
single best
Properties named
178
unique, window
Avg coverage
50%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT47%
Claude47%
Perplexity100%
Gemini7%

washington dc·dentist

1 snapshot
Median score
22
of cited businesses
Top score
70
single best
Properties named
186
unique, window
Avg coverage
49%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT40%
Claude47%
Perplexity100%
Gemini7%

wichita·dentist

1 snapshot
Median score
40
of cited businesses
Top score
80
single best
Properties named
95
unique, window
Avg coverage
28%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT0%
Claude0%
Perplexity100%
Gemini13%

woodstock ny·dentist

1 snapshot
Median score
44
of cited businesses
Top score
100
single best
Properties named
85
unique, window
Avg coverage
25%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT0%
Claude0%
Perplexity100%
Gemini0%

worcester·dentist

1 snapshot
Median score
35
of cited businesses
Top score
80
single best
Properties named
91
unique, window
Avg coverage
30%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT0%
Claude0%
Perplexity93%
Gemini27%

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-W25 window end — this URL will never be edited.

Snapshots feeding this report: 2026-05-25 → 2026-06-21