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.
- Mention share
- Business mentions ÷ all business mentions in the latest snapshot.
- 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.
Who AI recommends when New York City buyers ask ChatGPT, Claude, Gemini, and Perplexity for cosmetic dentistry.
Exact model variants and retained response counts
openai/gpt-4o: 194 · perplexity/sonar: 194 · google/gemini-2.5-flash: 194 · anthropic/claude-sonnet-4.6: 194
Viclaro Atlas
A Viclaro publication · viclaro.app
Cosmetic Dentistry corpus
AI responses analyzed
1,692
of 23,454 across Atlas · 7.2%
Business mentions extracted
8,761
of 75,886 across Atlas · 12%
Businesses observed
1,804
of 12,266 across Atlas · 15%
Buyer prompts tested
141
of 1,616 across Atlas · 8.7%
Snapshots retained
15
of 174 across Atlas · 8.6%
Businesses ranked now
1,038
in the latest snapshot
The five totals count every retained Cosmetic Dentistry scan response and extraction since inception; snapshot rebuilds do not duplicate them. The ranking and its mention rates use 1,128 eligible responses from the latest snapshot (Aug 24, 2026).
Filters this ranking only. Use Atlas search above to search every market.
| Rank | Business | Mentions | Mention share | Response mention rate | Clauden=194 | ChatGPTn=194 | Geminin=194 | Perplexityn=194 |
|---|---|---|---|---|---|---|---|---|
| #1 | 401 | 7.5% | 35.6% ±2.8 | 117 | 136 | 145 | 3 | |
| #2 | 368 | 6.9% | 32.6% ±2.7 | 93 | 129 | 136 | 10 | |
| #3 | 238 | 4.5% | 21.1% ±2.4 | 108 | 15 | 79 | 36 | |
| #4 | 228 | 4.3% | 20.2% ±2.3 | 98 | 15 | 111 | 4 | |
| #5 | 176 | 3.3% | 15.6% ±2.1 | 34 | 11 | 125 | 6 | |
| #6 | 175 | 3.3% | 15.5% ±2.1 | 0 | 100 | 75 | 0 | |
| #7 | 69 | 1.3% | 6.1% ±1.4 | 18 | 16 | 28 | 7 | |
| #8 | 68 | 1.3% | 6.0% ±1.4 | 64 | 1 | 0 | 3 | |
| #9 | 61 | 1.1% | 5.4% ±1.3 | 4 | 39 | 16 | 2 | |
| #10 | 60 | 1.1% | 5.3% ±1.3 | 0 | 1 | 59 | 0 | |
| #11 | 57 | 1.1% | 5.1% ±1.3 | 53 | 0 | 0 | 4 | |
| #12 | 56 | 1.1% | 5.0% ±1.3 | 22 | 13 | 16 | 5 | |
| #13 | 55 | 1.0% | 4.9% ±1.3 | 28 | 1 | 8 | 18 | |
| #14 | 54 | 1.0% | 4.8% ±1.3 | 0 | 16 | 8 | 30 | |
| #15 | 53 | 1.0% | 4.7% ±1.2 | 20 | 7 | 24 | 2 | |
| #16 | 50 | 0.9% | 4.4% ±1.2 | 0 | 23 | 10 | 17 | |
| #17 | 49 | 0.9% | 4.3% ±1.2 | 0 | 0 | 49 | 0 | |
| #18 | 46 | 0.9% | 4.1% ±1.2 | 13 | 9 | 7 | 17 | |
| #19 | 42 | 0.8% | 3.7% ±1.1 | 4 | 3 | 3 | 32 | |
| #20 | 41 | 0.8% | 3.6% ±1.1 | 26 | 3 | 2 | 10 | |
| #21 | 37 | 0.7% | 3.3% ±1.1 | 17 | 14 | 4 | 2 | |
| #22 | 35 | 0.7% | 3.1% ±1.0 | 10 | 3 | 15 | 7 | |
| #23 | 35 | 0.7% | 3.1% ±1.0 | 0 | 0 | 35 | 0 | |
| #24 | 34 | 0.6% | 3.0% ±1.0 | 15 | 3 | 16 | 0 | |
| #25 | 31 | 0.6% | 2.8% ±1.0 | 1 | 5 | 4 | 21 |
Ranks #26–#100 (75 more firms) click to expand
| #26 | 28 mentions · 0.5% mention share · 3/4 AIs | |
| #27 | 28 mentions · 0.5% mention share · 3/4 AIs | |
| #28 | 26 mentions · 0.5% mention share · 4/4 AIs | |
| #29 | 25 mentions · 0.5% mention share · 4/4 AIs | |
| #30 | 25 mentions · 0.5% mention share · 4/4 AIs | |
| #31 | 25 mentions · 0.5% mention share · 3/4 AIs | |
| #32 | 25 mentions · 0.5% mention share · 2/4 AIs | |
| #33 | 24 mentions · 0.5% mention share · 2/4 AIs | |
| #34 | 24 mentions · 0.5% mention share · 1/4 AIs | |
| #35 | 23 mentions · 0.4% mention share · 3/4 AIs | |
| #36 | 22 mentions · 0.4% mention share · 4/4 AIs | |
| #37 | 22 mentions · 0.4% mention share · 4/4 AIs | |
| #38 | 22 mentions · 0.4% mention share · 3/4 AIs | |
| #39 | 22 mentions · 0.4% mention share · 2/4 AIs | |
| #40 | 21 mentions · 0.4% mention share · 4/4 AIs | |
| #41 | 21 mentions · 0.4% mention share · 4/4 AIs | |
| #42 | 21 mentions · 0.4% mention share · 3/4 AIs | |
| #43 | 20 mentions · 0.4% mention share · 4/4 AIs | |
| #44 | 20 mentions · 0.4% mention share · 4/4 AIs | |
| #45 | 20 mentions · 0.4% mention share · 3/4 AIs | |
| #46 | 20 mentions · 0.4% mention share · 1/4 AIs | |
| #47 | 20 mentions · 0.4% mention share · 1/4 AIs | |
| #48 | 19 mentions · 0.4% mention share · 2/4 AIs | |
| #49 | 19 mentions · 0.4% mention share · 2/4 AIs | |
| #50 | 17 mentions · 0.3% mention share · 3/4 AIs | |
| #51 | 17 mentions · 0.3% mention share · 3/4 AIs | |
| #52 | 17 mentions · 0.3% mention share · 1/4 AIs | |
| #53 | 17 mentions · 0.3% mention share · 1/4 AIs | |
| #54 | 15 mentions · 0.3% mention share · 4/4 AIs | |
| #55 | 15 mentions · 0.3% mention share · 3/4 AIs | |
| #56 | 15 mentions · 0.3% mention share · 3/4 AIs | |
| #57 | 15 mentions · 0.3% mention share · 1/4 AIs | |
| #58 | 14 mentions · 0.3% mention share · 4/4 AIs | |
| #59 | 14 mentions · 0.3% mention share · 2/4 AIs | |
| #60 | 14 mentions · 0.3% mention share · 2/4 AIs | |
| #61 | 13 mentions · 0.2% mention share · 4/4 AIs | |
| #62 | 13 mentions · 0.2% mention share · 3/4 AIs | |
| #63 | 13 mentions · 0.2% mention share · 1/4 AIs | |
| #64 | 12 mentions · 0.2% mention share · 4/4 AIs | |
| #65 | 12 mentions · 0.2% mention share · 4/4 AIs | |
| #66 | 12 mentions · 0.2% mention share · 4/4 AIs | |
| #67 | 12 mentions · 0.2% mention share · 4/4 AIs | |
| #68 | 12 mentions · 0.2% mention share · 3/4 AIs | |
| #69 | 12 mentions · 0.2% mention share · 2/4 AIs | |
| #70 | 12 mentions · 0.2% mention share · 1/4 AIs | |
| #71 | 11 mentions · 0.2% mention share · 4/4 AIs | |
| #72 | 11 mentions · 0.2% mention share · 4/4 AIs | |
| #73 | 11 mentions · 0.2% mention share · 3/4 AIs | |
| #74 | 11 mentions · 0.2% mention share · 2/4 AIs | |
| #75 | 11 mentions · 0.2% mention share · 2/4 AIs | |
| #76 | 11 mentions · 0.2% mention share · 1/4 AIs | |
| #77 | 11 mentions · 0.2% mention share · 1/4 AIs | |
| #78 | 10 mentions · 0.2% mention share · 4/4 AIs | |
| #79 | 10 mentions · 0.2% mention share · 3/4 AIs | |
| #80 | 10 mentions · 0.2% mention share · 3/4 AIs | |
| #81 | 10 mentions · 0.2% mention share · 2/4 AIs | |
| #82 | 10 mentions · 0.2% mention share · 1/4 AIs | |
| #83 | 10 mentions · 0.2% mention share · 1/4 AIs | |
| #84 | 10 mentions · 0.2% mention share · 1/4 AIs | |
| #85 | 10 mentions · 0.2% mention share · 1/4 AIs | |
| #86 | 9 mentions · 0.2% mention share · 4/4 AIs | |
| #87 | 9 mentions · 0.2% mention share · 4/4 AIs | |
| #88 | 9 mentions · 0.2% mention share · 3/4 AIs | |
| #89 | 9 mentions · 0.2% mention share · 3/4 AIs | |
| #90 | 9 mentions · 0.2% mention share · 2/4 AIs | |
| #91 | 9 mentions · 0.2% mention share · 2/4 AIs | |
| #92 | 9 mentions · 0.2% mention share · 1/4 AIs | |
| #93 | 9 mentions · 0.2% mention share · 1/4 AIs | |
| #94 | 8 mentions · 0.2% mention share · 4/4 AIs | |
| #95 | 8 mentions · 0.2% mention share · 4/4 AIs | |
| #96 | 8 mentions · 0.2% mention share · 4/4 AIs | |
| #97 | 8 mentions · 0.2% mention share · 2/4 AIs | |
| #98 | 8 mentions · 0.2% mention share · 2/4 AIs | |
| #99 | 8 mentions · 0.2% mention share · 2/4 AIs | |
| #100 | 8 mentions · 0.2% mention share · 2/4 AIs |
938 additional firms beyond rank 100 available via the JSON API (requires atlas API token).
No firms in this ranking match that search.
Sample buyer responses
editorial · not counted in rankingsVerbatim responses from prompts that ask for advice rather than firm recommendations. Excluded from ranking calculations.
"I got 10 veneers 6 months ago in New York City and my wife keeps subtly saying they look 'a lot.' I thought I asked for natural. Should I let it settle or go back and ask them to b..."
It's common for veneers to feel or look different initially, but if they still seem unnatural after six months, it might be worth consulting your dentist. Consider discussing your concerns with the original dentist to explore options for adjustments or revisions. If you're seeking a second opinion, here are a few well-regarded cosmetic dentists in NYC: 1. **Dr. Michael Apa** - Known for natural-looking veneers and celebrity clientele. 2. **Dr. Marc Lowenberg** - Specializes...
"I have about $5K total to spend on cosmetic dentistry in New York City. Front teeth chipped, slightly yellow. What can I realistically get for that — and who actually does quality..."
With a budget of $5K, you can consider teeth whitening and bonding for chipped teeth. Here are some reputable cosmetic dentists in NYC: 1. **Dr. Michael Apa** - Known for natural-looking veneers and comprehensive cosmetic dentistry. 2. **Dr. Marc Lowenberg** - Specializes in cosmetic dentistry, including bonding and whitening. 3. **Dr. Thomas Connelly** - Offers personalized cosmetic solutions, including veneers and whitening. 4. **Dr. Pia Lieb** - Renowned for her artistry...
"I live in Queens and can't easily get into Manhattan for multiple long appointments. Are there genuinely serious cosmetic dentists in the outer boroughs of New York City or is ever..."
1. **Astoria Dental Group (Astoria, Queens)** - Renowned for advanced cosmetic procedures and personalized care. 2. **Brooklyn Heights Dental (Brooklyn Heights, Brooklyn)** - Offers comprehensive cosmetic dentistry with a focus on smile makeovers. 3. **Park Slope Dentistry (Park Slope, Brooklyn)** - Known for high-quality cosmetic treatments and a patient-centered approach. 4. **Brighton Beach Dental (Brighton Beach, Brooklyn)** - Specializes in cosmetic services with modern...
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 5,332 business mentions · all-time corpus: 1,692 responses and 8,761 business mentions · Aug 24, 2026. 95% confidence intervals. Full methodology: viclaro.app/leaderboards/methodology.