Cosmetic Dentistry / New York City
Alvarez Dental
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
#1038
pooled across every snapshot — 3,389 firms ever cited in this market
Mention rate
0.0%
pooled across every snapshot — 3 of 9,570 eligible responses
Rank vs mention rate
3 weeks · 77 days
Rank ranged #320 to #522 · mention rate 0.1%–0.2%
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–Sep 27, 2026
- Responses analyzed
- 8,460
- Responses naming business
- 3
- Historical appearance rate
- <0.1%
- Dates with published rank
- 6
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
- 3 mentions
- ChatGPT
- 0 mentions
- Gemini
- 0 mentions
- Perplexity
- 0 mentions
Dependent on one AI. The other three assistants recorded no mentions in the published results.
By question type
All-time mentions grouped by the type of question the buyer asked.
- Constraints
- 3 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.
3 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 Necesito un dentista cosmético en New York City que hable español. Estoy pensando en carillas pero mi inglés no es suficiente para una decisión tan importante.... anthropic/claude-sonnet-4.6 2026-09-27 06:49:26 How the name appeared: Uncertain Open question and AI answer
What the simulated buyer asked
Necesito un dentista cosmético en New York City que hable español. Estoy pensando en carillas pero mi inglés no es suficiente para una decisión tan importante. ¿A quién me recomiendan?
…con atención en español:
Dr. Apa (Michael Apa) – Apa Aesthetic Uno de los más reconocidos en carillas en NYC, clínica en Midtown, staff bilingüe.
Dr. Edward Alvarez – Alvarez Dental Dentista cosmético hispanohablante con fuerte reputación en carillas de porcelana.
Dr. Carlos Boudet Aunque tiene práctica en Florida, es muy referenciado en comunidades hispanohablantes para trabajo cosmético.
Smile More NYC Clínica con dentistas bilingües español-inglés, especializada en carillas y estética dental.
Dr. Ana Rubio Dentista cosmét…
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 Necesito un dentista cosmético en New York City que hable español. Estoy pensando en carillas pero mi inglés no es suficiente para una decisión tan importante.... anthropic/claude-sonnet-4.6 2026-09-13 14:06:53 How the name appeared: Uncertain Open question and AI answer
What the simulated buyer asked
Necesito un dentista cosmético en New York City que hable español. Estoy pensando en carillas pero mi inglés no es suficiente para una decisión tan importante. ¿A quién me recomiendan?
…cidas:**
Dr. Apa Aesthetic Dentistry (Michael Apa) – Uno de los más famosos en NYC para carillas; tiene personal bilingüe en su clínica en Midtown.
Dr. Edward Alvarez (Alvarez Dental) – Dentista hispano en Manhattan, especializado en cosmética y carillas de porcelana.
Dr. Carlos Boudet – Aunque está en Florida, es muy referenciado en comunidades hispanohablantes para carillas; puede orientarte remotamente.
Smile More NYC – Clínica en Queens con varios dentistas hispanohablantes, buena reputación en carillas y blanqueamiento.
…
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 Necesito un dentista cosmético en New York City que hable español. Estoy pensando en carillas pero mi inglés no es suficiente para una decisión tan importante.... anthropic/claude-sonnet-4.6 2026-07-10 18:12:28 How the name appeared: Uncertain Open question and AI answer
What the simulated buyer asked
Necesito un dentista cosmético en New York City que hable español. Estoy pensando en carillas pero mi inglés no es suficiente para una decisión tan importante. ¿A quién me recomiendan?
…en NYC, personal bilingüe disponible
- Dr. Catrise Austin – VIP Smiles – Conocida por trabajar con celebridades; consultorio con staff hispanohablante
- Dr. Edward Alvarez – Alvarez Dental – Dentista hispano, cómodo para pacientes de habla española
Opciones más accesibles con atención en español:
- Dental Associates of NYC – Varios locations en Manhattan y El Bronx, staff completamente bilingüe
- Bronx Dental Arts – Fuerte presencia de pacientes latinos, precios más competitivos
- Washington Heights Dental – Zona con alta comuni…
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
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