New York City · Medical
Cosmetic Dentistry
How to read the rankings
How to read the rankings
Columns
- Rank
- Position in the ranking within the latest snapshot.
- Mentions
- Latest-snapshot AI responses that named this business.
- Response mention rate (±margin)
- Mentions ÷ latest-snapshot AI responses. The ± is the 95% confidence margin.
- Per-AI columns
- Responses from each assistant that named the business; together they sum to Mentions.
The independent record of which businesses ChatGPT, Claude, Gemini, and Perplexity put on the shortlist when New York City buyers describe what they need.
Model versions and response counts
openai/gpt-4o: 282 · perplexity/sonar: 282 · google/gemini-2.5-flash: 282 · anthropic/claude-sonnet-4.6: 282
Viclaro Atlas
A Viclaro publication · viclaro.app
All-time Cosmetic Dentistry results
AI responses, all time
5,076
of 64,422 across Atlas · 7.9%
Business mentions, all time
26,697
of 218,877 across Atlas · 12%
Unique businesses ranked, all time
2,445
of 24,531 across Atlas · 10.0%
Unique buyer questions, all time
141
of 1,616 across Atlas · 8.7%
Published ranking editions
12
of 143 across Atlas · 8.4%
Businesses in latest ranking
1,079
in the latest snapshot
These totals cover all published Cosmetic Dentistry research; the highlighted count is only the latest edition. The latest ranking uses 1,128 eligible AI responses from Sep 6, 2026.
Filters this ranking only. Use Atlas search above to search every market.
| #Rank | Business | HitsMentions | RateResponse mention rate | Clauden=282 | ChatGPTn=282 | Geminin=282 | Perplexityn=282 |
|---|---|---|---|---|---|---|---|
| #1 |
|
445 | 39.5% ±2.8 | 136 | 153 | 146 | 10 |
| #2 |
|
383 | 34.0% ±2.8 | 100 | 146 | 121 | 16 |
| #3 |
|
266 | 23.6% ±2.5 | 124 | 23 | 82 | 37 |
| #4 |
|
260 | 23.0% ±2.5 | 117 | 15 | 123 | 5 |
| #5 |
|
188 | 16.7% ±2.2 | 38 | 16 | 123 | 11 |
| #6 |
|
140 | 12.4% ±1.9 | 0 | 90 | 49 | 1 |
| #7 |
|
106 | 9.4% ±1.7 | 29 | 17 | 57 | 3 |
| #8 |
|
99 | 8.8% ±1.7 | 33 | 6 | 59 | 1 |
| #9 |
|
86 | 7.6% ±1.6 | 79 | 3 | 4 | 0 |
| #10 |
Park Smiles NYC Cosmetic Dentistry
Claude 72
ChatGPT 0
Gemini 0
Perplexity 12
|
84 | 7.4% ±1.5 | 72 | 0 | 0 | 12 |
| #11 |
Dr. Pia Lieb
Claude 0
ChatGPT 21
Gemini 11
Perplexity 46
|
78 | 6.9% ±1.5 | 0 | 21 | 11 | 46 |
| #12 |
NYC Smile Spa
Claude 23
ChatGPT 3
Gemini 12
Perplexity 39
|
77 | 6.8% ±1.5 | 23 | 3 | 12 | 39 |
| #13 |
|
74 | 6.6% ±1.5 | 16 | 16 | 10 | 32 |
| #14 |
|
72 | 6.4% ±1.4 | 8 | 49 | 13 | 2 |
| #15 |
|
63 | 5.6% ±1.3 | 29 | 18 | 15 | 1 |
| #16 |
|
59 | 5.2% ±1.3 | 0 | 0 | 59 | 0 |
| #17 |
|
58 | 5.1% ±1.3 | 25 | 4 | 13 | 16 |
| #18 |
|
56 | 5.0% ±1.3 | 21 | 17 | 8 | 10 |
| #19 |
|
51 | 4.5% ±1.2 | 0 | 0 | 51 | 0 |
| #20 |
VIP Smiles by Dr. Catrise Austin
Claude 27
ChatGPT 7
Gemini 3
Perplexity 9
|
46 | 4.1% ±1.2 | 27 | 7 | 3 | 9 |
| #21 |
|
45 | 4.0% ±1.2 | 0 | 0 | 45 | 0 |
| #22 |
|
42 | 3.7% ±1.1 | 1 | 0 | 15 | 26 |
| #23 |
Cosmetic Dental Studios
Claude 11
ChatGPT 2
Gemini 10
Perplexity 17
|
40 | 3.5% ±1.1 | 11 | 2 | 10 | 17 |
| #24 |
Dr. Michael J. Wei, DDS
Claude 0
ChatGPT 16
Gemini 19
Perplexity 5
|
40 | 3.5% ±1.1 | 0 | 16 | 19 | 5 |
| #25 |
Smile Design Manhattan
Claude 1
ChatGPT 4
Gemini 10
Perplexity 16
|
31 | 2.7% ±1.0 | 1 | 4 | 10 | 16 |
Ranks #26–#100 (75 more businesses) click to expand
| #26 | 28 mentions · 2.5% · 3/4 AIs | |
| #27 | 28 mentions · 2.5% · 3/4 AIs | |
| #28 | 27 mentions · 2.4% · 1/4 AIs | |
| #29 | 26 mentions · 2.3% · 1/4 AIs | |
| #30 | 25 mentions · 2.2% · 3/4 AIs | |
| #31 | 25 mentions · 2.2% · 2/4 AIs | |
| #32 | 24 mentions · 2.1% · 3/4 AIs | |
| #33 | 24 mentions · 2.1% · 2/4 AIs | |
| #34 | 24 mentions · 2.1% · 1/4 AIs | |
| #35 | 22 mentions · 2.0% · 4/4 AIs | |
| #36 | 20 mentions · 1.8% · 4/4 AIs | |
| #37 | 20 mentions · 1.8% · 3/4 AIs | |
| #38 | 20 mentions · 1.8% · 3/4 AIs | |
| #39 | 20 mentions · 1.8% · 1/4 AIs | |
| #40 | 19 mentions · 1.7% · 3/4 AIs | |
| #41 | 19 mentions · 1.7% · 3/4 AIs | |
| #42 | 19 mentions · 1.7% · 3/4 AIs | |
| #43 | 18 mentions · 1.6% · 4/4 AIs | |
| #44 | 17 mentions · 1.5% · 3/4 AIs | |
| #45 | 17 mentions · 1.5% · 2/4 AIs | |
| #46 | 17 mentions · 1.5% · 1/4 AIs | |
| #47 | 16 mentions · 1.4% · 1/4 AIs | |
| #48 | 15 mentions · 1.3% · 3/4 AIs | |
| #49 | 15 mentions · 1.3% · 2/4 AIs | |
| #50 | 15 mentions · 1.3% · 2/4 AIs | |
| #51 | 15 mentions · 1.3% · 2/4 AIs | |
| #52 | 14 mentions · 1.2% · 4/4 AIs | |
| #53 | 14 mentions · 1.2% · 2/4 AIs | |
| #54 | 14 mentions · 1.2% · 2/4 AIs | |
| #55 | 14 mentions · 1.2% · 2/4 AIs | |
| #56 | 13 mentions · 1.2% · 3/4 AIs | |
| #57 | 13 mentions · 1.2% · 2/4 AIs | |
| #58 | 13 mentions · 1.2% · 1/4 AIs | |
| #59 | 12 mentions · 1.1% · 4/4 AIs | |
| #60 | 12 mentions · 1.1% · 2/4 AIs | |
| #61 | 12 mentions · 1.1% · 2/4 AIs | |
| #62 | 12 mentions · 1.1% · 1/4 AIs | |
| #63 | 12 mentions · 1.1% · 1/4 AIs | |
| #64 | 11 mentions · 1.0% · 4/4 AIs | |
| #65 | 11 mentions · 1.0% · 4/4 AIs | |
| #66 | 11 mentions · 1.0% · 4/4 AIs | |
| #67 | 11 mentions · 1.0% · 4/4 AIs | |
| #68 | 11 mentions · 1.0% · 3/4 AIs | |
| #69 | 11 mentions · 1.0% · 2/4 AIs | |
| #70 | 11 mentions · 1.0% · 1/4 AIs | |
| #71 | 10 mentions · 0.9% · 3/4 AIs | |
| #72 | 10 mentions · 0.9% · 2/4 AIs | |
| #73 | 10 mentions · 0.9% · 1/4 AIs | |
| #74 | 10 mentions · 0.9% · 1/4 AIs | |
| #75 | 10 mentions · 0.9% · 1/4 AIs | |
| #76 | 10 mentions · 0.9% · 1/4 AIs | |
| #77 | 9 mentions · 0.8% · 4/4 AIs | |
| #78 | 9 mentions · 0.8% · 3/4 AIs | |
| #79 | 9 mentions · 0.8% · 3/4 AIs | |
| #80 | 9 mentions · 0.8% · 2/4 AIs | |
| #81 | 9 mentions · 0.8% · 2/4 AIs | |
| #82 | 9 mentions · 0.8% · 2/4 AIs | |
| #83 | 9 mentions · 0.8% · 1/4 AIs | |
| #84 | 9 mentions · 0.8% · 1/4 AIs | |
| #85 | 8 mentions · 0.7% · 4/4 AIs | |
| #86 | 8 mentions · 0.7% · 4/4 AIs | |
| #87 | 8 mentions · 0.7% · 3/4 AIs | |
| #88 | 8 mentions · 0.7% · 3/4 AIs | |
| #89 | 8 mentions · 0.7% · 3/4 AIs | |
| #90 |
Dr. Mitchell V Sabbagh DMD Aesthetic Dentistry of New York, PC
www.adnysmiles.com
8 mentions · 0.7% · 2/4 AIs
|
8 mentions · 0.7% · 2/4 AIs |
| #91 | 8 mentions · 0.7% · 2/4 AIs | |
| #92 | 8 mentions · 0.7% · 2/4 AIs | |
| #93 | 8 mentions · 0.7% · 2/4 AIs | |
| #94 | 8 mentions · 0.7% · 2/4 AIs | |
| #95 | 8 mentions · 0.7% · 2/4 AIs | |
| #96 | 8 mentions · 0.7% · 2/4 AIs | |
| #97 | 8 mentions · 0.7% · 2/4 AIs | |
| #98 | 8 mentions · 0.7% · 2/4 AIs | |
| #99 | 8 mentions · 0.7% · 2/4 AIs | |
| #100 | 8 mentions · 0.7% · 1/4 AIs |
979 additional firms beyond rank 100 available via the JSON API (requires atlas API token).
No firms in this ranking match that search.
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Sources cited by AI
Directories, associations, and other sources
These sources appeared in AI answers as places to research, verify, or compare businesses. We show them here because they helped shape the answers.
1. RealSelf.com
realself.com
28 source · 0 verification · 0 comparison mentions
2. Yelp
25 source · 0 verification · 0 comparison mentions
3. Zocdoc
13 source · 0 verification · 0 comparison mentions
4. Reddit
10 source · 0 verification · 0 comparison mentions
5. American Board of Prosthodontics
7 source · 0 verification · 0 comparison mentions
6. Healthgrades
healthgrades.com
4 source · 0 verification · 0 comparison mentions
7. Avvo
2 source · 0 verification · 0 comparison mentions
8. Preserve Your Teeth
2 source · 0 verification · 0 comparison mentions
9. American Dental Association
1 source · 0 verification · 0 comparison mentions
10. An American Association of Endodontists
1 source · 0 verification · 0 comparison mentions
These sources can reveal where buyers and AI assistants research the market. Source mentions are reported separately from business rankings.
In-depth report
How AI recommends Cosmetic Dentistry in New York City
A written breakdown of the current snapshot — which firms each assistant names, how concentrated the recommendations are, and what a buyer would actually see if they asked ChatGPT, Claude, Gemini or Perplexity today.
Further reading
Pillar guide
AI Search Rankings: A 2026 Guide
How AI search rankings work and how to read a response-mention-rate leaderboard.
Playbook
How to Rank in ChatGPT
The exact structure and language that makes an AI reuse your firm as an answer.
Concepts
Generative Engine Optimization (GEO)
GEO vs AEO vs SEO — definitions, metrics, and limitations.
Field notes on reading these rankings
All notes →How to Read AI Search Rankings (Beyond Vanity Metrics)
AI search rankings measure how often assistants like ChatGPT, Claude, Gemini, and Perplexity name a business when a buyer asks who to hire. Read for share of vo...
How to Write Content That AI Assistants Actually Cite
Content that AI assistants cite looks different from content designed for humans or Google. It answers the buyer's exact question in a single quotable sentence,...
Why AI Recommendations Change Between Runs (and When a Change Is Real)
An assistant is not a laminated directory. Search results move, generated wording varies, and a tiny prompt edit can change the shortlist. The answer is not to...
Don't see your business? Or ranked low?
See which prompts and assistants omit your business, then measure the effect of site changes.
Get a free AI visibility audit →Methodology v1.0 · latest snapshot: 1,128 AI responses and 5,729 business mentions · all-time corpus: 5,076 responses and 26,697 business mentions · Sep 6, 2026. 95% confidence intervals. Full methodology: viclaro.app/leaderboards/methodology.