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 analyzed
7,332
of 96,898 across Atlas · 7.6%
Business mentions
40,035
of 403,245 across Atlas · 9.9%
Businesses named over time
3,308
of 34,867 across Atlas · 9.5%
Buyer questions tested
141
of 1,616 across Atlas · 8.7%
Published snapshots
15
of 177 across Atlas · 8.5%
Businesses ranked
1,042
in the latest snapshot
These totals cover all published Cosmetic Dentistry research. The current ranking uses 1,128 eligible AI responses from Sep 27, 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 |
|
461 | 40.9% ±2.9 | 138 | 155 | 157 | 11 |
| #2 |
|
397 | 35.2% ±2.8 | 101 | 142 | 142 | 12 |
| #3 |
|
256 | 22.7% ±2.4 | 118 | 20 | 92 | 26 |
| #4 |
|
255 | 22.6% ±2.4 | 112 | 12 | 122 | 9 |
| #5 |
|
191 | 16.9% ±2.2 | 3 | 107 | 81 | 0 |
| #6 |
|
180 | 16.0% ±2.1 | 34 | 9 | 128 | 9 |
| #7 |
|
92 | 8.2% ±1.6 | 31 | 25 | 32 | 4 |
| #8 |
|
79 | 7.0% ±1.5 | 76 | 1 | 2 | 0 |
| #9 |
|
75 | 6.6% ±1.5 | 37 | 8 | 30 | 0 |
| #10 |
|
73 | 6.5% ±1.4 | 12 | 23 | 17 | 21 |
| #11 |
Park Smiles NYC Cosmetic Dentistry
Claude 66
ChatGPT 0
Gemini 1
Perplexity 2
|
69 | 6.1% ±1.4 | 66 | 0 | 1 | 2 |
| #12 |
NYC Smile Spa
Claude 31
ChatGPT 3
Gemini 10
Perplexity 23
|
67 | 5.9% ±1.4 | 31 | 3 | 10 | 23 |
| #13 |
Dr. Pia Lieb
Claude 0
ChatGPT 19
Gemini 13
Perplexity 35
|
67 | 5.9% ±1.4 | 0 | 19 | 13 | 35 |
| #14 |
|
61 | 5.4% ±1.3 | 21 | 11 | 21 | 8 |
| #15 |
|
61 | 5.4% ±1.3 | 32 | 17 | 11 | 1 |
| #16 |
|
59 | 5.2% ±1.3 | 3 | 37 | 16 | 3 |
| #17 |
|
51 | 4.5% ±1.2 | 22 | 5 | 14 | 10 |
| #18 |
|
45 | 4.0% ±1.2 | 0 | 8 | 5 | 32 |
| #19 |
VIP Smiles by Dr. Catrise Austin
Claude 28
ChatGPT 2
Gemini 2
Perplexity 10
|
42 | 3.7% ±1.1 | 28 | 2 | 2 | 10 |
| #20 |
|
42 | 3.7% ±1.1 | 1 | 1 | 40 | 0 |
| #21 |
Cosmetic Dental Studios
Claude 6
ChatGPT 1
Gemini 11
Perplexity 20
|
38 | 3.4% ±1.1 | 6 | 1 | 11 | 20 |
| #22 |
|
38 | 3.4% ±1.1 | 0 | 0 | 38 | 0 |
| #23 |
Sachar Dental NYC
Claude 0
ChatGPT 1
Gemini 0
Perplexity 35
|
36 | 3.2% ±1.0 | 0 | 1 | 0 | 35 |
| #24 |
Luxury & Cosmetic Dentistry NYC
Claude 0
ChatGPT 0
Gemini 10
Perplexity 25
|
35 | 3.1% ±1.0 | 0 | 0 | 10 | 25 |
| #25 |
|
33 | 2.9% ±1.0 | 1 | 0 | 30 | 2 |
Ranks #26–#100 (75 more businesses) click to expand
| #26 | 31 mentions · 2.8% · 3/4 AIs | |
| #27 | 30 mentions · 2.7% · 3/4 AIs | |
| #28 | 30 mentions · 2.7% · 1/4 AIs | |
| #29 | 27 mentions · 2.4% · 3/4 AIs | |
| #30 | 25 mentions · 2.2% · 2/4 AIs | |
| #31 | 25 mentions · 2.2% · 1/4 AIs | |
| #32 | 24 mentions · 2.1% · 3/4 AIs | |
| #33 | 23 mentions · 2.0% · 3/4 AIs | |
| #34 | 23 mentions · 2.0% · 2/4 AIs | |
| #35 | 22 mentions · 2.0% · 4/4 AIs | |
| #36 | 22 mentions · 2.0% · 4/4 AIs | |
| #37 | 21 mentions · 1.9% · 4/4 AIs | |
| #38 | 21 mentions · 1.9% · 2/4 AIs | |
| #39 | 20 mentions · 1.8% · 2/4 AIs | |
| #40 | 19 mentions · 1.7% · 1/4 AIs | |
| #41 | 18 mentions · 1.6% · 3/4 AIs | |
| #42 | 18 mentions · 1.6% · 2/4 AIs | |
| #43 | 18 mentions · 1.6% · 1/4 AIs | |
| #44 | 17 mentions · 1.5% · 4/4 AIs | |
| #45 | 17 mentions · 1.5% · 1/4 AIs | |
| #46 | 16 mentions · 1.4% · 1/4 AIs | |
| #47 | 15 mentions · 1.3% · 3/4 AIs | |
| #48 | 15 mentions · 1.3% · 2/4 AIs | |
| #49 | 15 mentions · 1.3% · 2/4 AIs | |
| #50 | 15 mentions · 1.3% · 1/4 AIs | |
| #51 | 15 mentions · 1.3% · 1/4 AIs | |
| #52 | 15 mentions · 1.3% · 1/4 AIs | |
| #53 | 14 mentions · 1.2% · 3/4 AIs | |
| #54 | 14 mentions · 1.2% · 3/4 AIs | |
| #55 | 14 mentions · 1.2% · 2/4 AIs | |
| #56 | 14 mentions · 1.2% · 2/4 AIs | |
| #57 | 14 mentions · 1.2% · 1/4 AIs | |
| #58 | 13 mentions · 1.2% · 4/4 AIs | |
| #59 | 13 mentions · 1.2% · 4/4 AIs | |
| #60 | 13 mentions · 1.2% · 3/4 AIs | |
| #61 | 13 mentions · 1.2% · 3/4 AIs | |
| #62 | 13 mentions · 1.2% · 3/4 AIs | |
| #63 | 13 mentions · 1.2% · 1/4 AIs | |
| #64 | 13 mentions · 1.2% · 1/4 AIs | |
| #65 | 12 mentions · 1.1% · 4/4 AIs | |
| #66 | 12 mentions · 1.1% · 3/4 AIs | |
| #67 | 12 mentions · 1.1% · 3/4 AIs | |
| #68 | 12 mentions · 1.1% · 2/4 AIs | |
| #69 | 12 mentions · 1.1% · 2/4 AIs | |
| #70 | 12 mentions · 1.1% · 1/4 AIs | |
| #71 | 12 mentions · 1.1% · 1/4 AIs | |
| #72 | 12 mentions · 1.1% · 1/4 AIs | |
| #73 | 11 mentions · 1.0% · 4/4 AIs | |
| #74 | 11 mentions · 1.0% · 2/4 AIs | |
| #75 | 11 mentions · 1.0% · 2/4 AIs | |
| #76 | 11 mentions · 1.0% · 2/4 AIs | |
| #77 | 11 mentions · 1.0% · 1/4 AIs | |
| #78 | 11 mentions · 1.0% · 1/4 AIs | |
| #79 | 10 mentions · 0.9% · 3/4 AIs | |
| #80 | 10 mentions · 0.9% · 1/4 AIs | |
| #81 | 9 mentions · 0.8% · 4/4 AIs | |
| #82 | 9 mentions · 0.8% · 4/4 AIs | |
| #83 | 9 mentions · 0.8% · 3/4 AIs | |
| #84 | 9 mentions · 0.8% · 3/4 AIs | |
| #85 | 9 mentions · 0.8% · 2/4 AIs | |
| #86 | 9 mentions · 0.8% · 2/4 AIs | |
| #87 | 9 mentions · 0.8% · 2/4 AIs | |
| #88 | 9 mentions · 0.8% · 2/4 AIs | |
| #89 | 9 mentions · 0.8% · 1/4 AIs | |
| #90 | 9 mentions · 0.8% · 1/4 AIs | |
| #91 | 8 mentions · 0.7% · 4/4 AIs | |
| #92 | 8 mentions · 0.7% · 4/4 AIs | |
| #93 | 8 mentions · 0.7% · 3/4 AIs | |
| #94 | 8 mentions · 0.7% · 3/4 AIs | |
| #95 | 8 mentions · 0.7% · 3/4 AIs | |
| #96 | 8 mentions · 0.7% · 2/4 AIs | |
| #97 | 8 mentions · 0.7% · 2/4 AIs | |
| #98 | 8 mentions · 0.7% · 1/4 AIs | |
| #99 | 8 mentions · 0.7% · 1/4 AIs | |
| #100 | 8 mentions · 0.7% · 1/4 AIs |
942 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
30 source · 0 verification · 0 comparison mentions
2. Yelp
24 source · 0 verification · 0 comparison mentions
3. Zocdoc
15 source · 0 verification · 0 comparison mentions
4. Healthgrades
healthgrades.com
6 source · 0 verification · 0 comparison mentions
5. American Board of Prosthodontics
5 source · 0 verification · 0 comparison mentions
6. Avvo
2 source · 0 verification · 0 comparison mentions
7. Preserve Your Teeth
2 source · 0 verification · 0 comparison mentions
8. American Dental Association
2 source · 0 verification · 0 comparison mentions
9. LGBTQ+ Medical Association
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 5,641 business mentions · all-time corpus: 7,332 responses and 40,035 business mentions · Sep 27, 2026. 95% confidence intervals. Full methodology: viclaro.app/leaderboards/methodology.