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 among businesses named in the latest scan.
Mention rate
The share of eligible AI responses in the current ranking that named the business.

Charts

Rank trend
Each dot is one published ranking, 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.

Full methodology →

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.

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Market detail: Cosmetic Dentistry · New York City

Current ranking Oct 11 All time since Jul 10

Position

#155

of 1,157 firms · Oct 11, 2026

Mention rate

0.4%

5 of 1,128 eligible responses

Rank vs mention rate

2 snapshots · 14 days

Rank Mention rate (0–0.6%)
0.3% #227 Sep 27 Sep 27, 2026 — rank #227, mentioned in 0.3% of responses 0.4% #155 Oct 11 Oct 11, 2026 — rank #155, mentioned in 0.4% of responses

Rank ranged #155 to #227 · mention rate 0.3%–0.4%

How to read this chart

How to read: each dot is one snapshot. The green line is where this firm ranked among peers on that day. The dashed amber line is the mention rate — the share of AI responses in that snapshot that named this firm at all.

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.

See the full Cosmetic Dentistry ranking →

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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?

What the AI said about this name (answer excerpt)

…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?

What the AI said about this name (answer excerpt)

…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?

What the AI said about this name (answer excerpt)

…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.

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