Cosmetic Dentistry / New York City
Linhart Dentistry
How to read this firm's data
How to read this firm's data
Header tiles
- Rank
- Position across all eligible AI responses in this market.
- Mention rate
- The share of eligible AI responses that named the business.
Charts
- Rank trend
- Each dot is one week of analyzed responses, newest on the right. A flat line means this firm's rank didn't move.
- Per-AI breakdown
- Responses from each assistant that named this firm.
- By question type
- Mentions grouped by what the buyer was asking.
Practice context for Cosmetic Dentistry · Not yet reviewed
A sourced business description has not been added yet. Assistant mentions alone do not verify the firm's services.
Practice eligibility has not been reviewed for this market. This is unknown, not an exclusion.
Practice evidence and AI measurements are assessed separately. Mentions do not establish suitability.
Market detail: Cosmetic Dentistry · New York City
Position
#236
pooled across every snapshot — 3,389 firms ever cited in this market
Mention rate
0.2%
pooled across every snapshot — 23 of 9,570 eligible responses
Rank vs mention rate
8 weeks · 91 days
Rank ranged #89 to #493 · mention rate 0.1%–0.9%
How to read this chart
How to read: each dot is one week of analyzed responses. The green line shows the business's rank that week. The dashed amber line shows the share of responses that named it.
Rank and mention rate use different scales, so the two lines are placed side-by-side, not on top of each other. A firm can hold rank while mention rate drifts (fewer responses named anyone) or improve rank without moving mention rate (peers dropped out).
Research details Historical appearances, assistant counts and question types · all roles, separate from qualified recommendations.
All-time results for this market
Business appeared Jul 10, 2026–Oct 11, 2026
- Responses analyzed
- 8,460
- Responses naming business
- 23
- Historical appearance rate
- 0.3%
- Dates with published rank
- 11
These raw appearance totals cover all retained responses for this city and category, across all question types and roles, including sources and incidental mentions. They are not qualified recommendation counts. Appearance dates show when responses named this business; published rank dates can include repeated use of those responses. Current rank and confidence use the latest dated ranking.
Per-AI breakdown
Counts cover all published Atlas research for this market.
- Claude
- 0 mentions
- ChatGPT
- 0 mentions
- Gemini
- 21 mentions
- Perplexity
- 2 mentions
By question type
All-time mentions grouped by the type of question the buyer asked.
- Situation
- 8 mentions
- Follow Up
- 5 mentions
- Advice
- 1 mention
- Crisis
- 3 mentions
- Constraints
- 2 mentions
- Decision
- 4 mentions
Peer firms in New York City cosmetic dentistry
Current ranks and mention rates · Oct 11, 2026 edition.
#1
Dr. Michael Apa
35.4% current mention rate · 4/4 AI
#2
Dr. Marc Lowenberg
30.7% current mention rate · 4/4 AI
#3
Lowenberg, Lituchy & Kantor
21.1% current mention rate · 4/4 AI
#4
Apa Aesthetic
19.7% current mention rate · 4/4 AI
#5
Dr. Brian Kantor
14.3% current mention rate · 4/4 AI
#6
Jonathan B. Levine
13.2% current mention rate · 4/4 AI
#7
NYC Smile Design
7.8% current mention rate · 4/4 AI
#8
Elisa Mello
6.5% current mention rate · 4/4 AI
Unclaimed listing — claim this profile
Atlas created this profile after AI assistants named the business. Claim it to confirm the business details; we'll reply from support@viclaro.app.
Buyer questions and AI answers
Simulated buyer questions from Atlas’s test dataset, paired with AI answers that mentioned this firm or professional. Open to see the questions and what was said.
23 AI answers with recorded context · 0 reviewed in context
Atlas asks AI assistants questions written from the perspective of people seeking services in a particular city and situation. Each example connects a simulated buyer question to an answer that named this firm or professional. A name can appear as a recommendation, a related adviser, a comparison, or even an option the assistant advises against.
A mention does not verify services, eligibility or suitability. Context review explains how the name was used; it does not verify the assistant’s claims. Explore the test questions and methodology.
Simulated buyer question · Cosmetic Dentistry · New York City · Medical I just made partner at my firm in New York City. Client-facing role. I've never done anything cosmetic but I'm looking at myself in Zoom recordings and my teeth... google/gemini-2.5-flash 2026-10-11 15:32:34 How the name appeared: Uncertain Open question and AI answer
What the simulated buyer asked
I just made partner at my firm in New York City. Client-facing role. I've never done anything cosmetic but I'm looking at myself in Zoom recordings and my teeth read tired — old amalgams showing dark at the gumline, laterals a little short. What's the tasteful executive smile update here and who does it?
…iscerning clientele.
- Dr. Elisa Mello (NYC Smile Design): Focuses on creating natural, harmonious smiles with an emphasis on aesthetics and function.
- Dr. Jan Linhart (Linhart Dentistry): Known for comprehensive cosmetic and restorative dentistry, including veneers and smile enhancements.
How to read this mention
The role of this name in the answer is uncertain or has not been reviewed.
Unreviewed contextual evidence; no qualification established.
Market: Cosmetic Dentistry · New York City · Medical
Factual accuracy: unverified · Practice fit: unknown
Context review: unreviewed. This is separate from practice eligibility and ranking.
No source URLs were recorded for this answer.
Simulated buyer question · Cosmetic Dentistry · New York City · Medical I do Off-Broadway theater in New York City and I've been cast in a period piece where they're threatening to have me wear prosthetic teeth because mine 'read to... google/gemini-2.5-flash 2026-10-11 15:30:41 How the name appeared: Uncertain Open question and AI answer
What the simulated buyer asked
I do Off-Broadway theater in New York City and I've been cast in a period piece where they're threatening to have me wear prosthetic teeth because mine 'read too modern' — too white, too even. I want to invest in a real smile design that works in the theater and on camera both. Who has done work for stage actors specifically?
…nberg (Lowenberg & Kantor)**: Renowned for creating smiles that balance aesthetics with individual needs, popular among those in the entertainment industry.
- Dr. Jan Linhart (Linhart Dentistry): Has a long-standing reputation for cosmetic dentistry, including work for actors and public figures.
- Dr. Jonathan Levine (Jonathan B. Levine & Associates): Focuses on advanced cosmetic procedures and smile makeovers, with experience catering to media professionals.
How to read this mention
The role of this name in the answer is uncertain or has not been reviewed.
Unreviewed contextual evidence; no qualification established.
Market: Cosmetic Dentistry · New York City · Medical
Factual accuracy: unverified · Practice fit: unknown
Context review: unreviewed. This is separate from practice eligibility and ranking.
No source URLs were recorded for this answer.
Simulated buyer question · Cosmetic Dentistry · New York City · Medical I'm an actor in New York City. Headshots are getting reshot in 6 weeks and I keep losing commercial callbacks because my smile is uneven — right central is chip... google/gemini-2.5-flash 2026-10-11 15:28:42 How the name appeared: Uncertain Open question and AI answer
What the simulated buyer asked
I'm an actor in New York City. Headshots are getting reshot in 6 weeks and I keep losing commercial callbacks because my smile is uneven — right central is chipped, left one is rotated. Bonding? Veneers? Who's actually done work for working actors here and understands the timeline?
…istry.
- Dr. Steven Roth (Roth & Roth): Focuses on aesthetic and restorative dentistry, often catering to professionals in the entertainment industry.
- Dr. Jan Linhart (Linhart Dentistry): Specializes in cosmetic and restorative dentistry, known for a celebrity patient base and efficient treatment plans.
How to read this mention
The role of this name in the answer is uncertain or has not been reviewed.
Unreviewed contextual evidence; no qualification established.
Market: Cosmetic Dentistry · New York City · Medical
Factual accuracy: unverified · Practice fit: unknown
Context review: unreviewed. This is separate from practice eligibility and ranking.
No source URLs were recorded for this answer.
Selected examples from the test dataset are shown here. Excerpts show part of an answer; full response records remain part of the audit. Each market has its own question set and sample, so these examples do not establish an overall rank.
Field notes on reading these rankings
Turn this ranking into a decision.
Get the complete competitive gap, the public evidence behind it, and the three changes worth testing first.
Request the competitive brief →