New York City · Cosmetic Dentistry

Dr. Brian Kantor

How to read this firm's data

How to read this firm's data

Header tiles

Rank
Position among firms named in the category's latest scan.
Response mention rate
The percentage of latest-snapshot AI responses that named this business. ±X is the 95% confidence margin.
Cited by
How many of the four AI assistants named this firm at least once.
Tier
🟢 consensus · 🟡 mid-tier · ⚪ sample-limited.

Breakdowns + log

90-day trend
Each dot is one category snapshot.
Per-AI breakdown
Responses from each assistant that named this firm.
By question type
Citations grouped by what the buyer was asking.
Citation log
Every recorded instance where an AI named this firm.

Full methodology →

Rank

#17

of 854 firms

Response mention rate

5.9%

±2.0% (95% confidence)

Cited by

4/4

✓ Claude ✓ ChatGPT ✗ Gemini ✓ Perplexity

Tier

🟡 Mid-tier

33 citations · consensus 3.53

Per-AI breakdown

Empty cards = that AI assistant doesn't surface this firm. A firm cited by only one AI is likely invisible to most buyers.

Claude

20

mentions

ChatGPT

4

mentions

Gemini

0

mentions

Perplexity

3

mentions

By question type

Citations split by buyer-intent category. Empty rows = AI doesn't think of this firm when buyers ask that kind of question.

Advice
2 mentions
Crisis
3 mentions
Decision
9 mentions
Learning
2 mentions
Follow Up
4 mentions
Situation
9 mentions
Validation
3 mentions
Constraints
1 mention

Citation log

33 mentions recorded for this business in the latest snapshot.

Where Dr. Brian Kantor is winning + missing, prompt-by-prompt

112 of 141 ranking-layer buyer prompts don't cite this firm. The three firms cited most on each missing prompt are the competitors closing that gap. Prompt text is redacted (see methodology §8) — buckets show the shape of the gap.

112 missing prompts Sorted by competitor citation weight

P-001

Decision

Firms cited on this prompt:

Dr. Michael Apa ×4 Dr. Marc Lowenberg ×3 Lowenberg, Lituchy & Kantor ×2

P-002

Validation

Firms cited on this prompt:

Dr. Jamie Weiss DDS ×4 Spear Education ×2 Kois Center ×2

P-003

Validation

Firms cited on this prompt:

RealSelf ×4 Reddit r/Dentistry ×4 r/Veneers ×2

P-004

Validation

Firms cited on this prompt:

Cerinate Lumineers ×4 Den-Mat ×1 Feldspathic porcelain ×1

P-005

Validation

Firms cited on this prompt:

NYU College of Dentistry ×4 Dr. John R. Calamia ×3 Dr. Daniel Baker ×1

P-006

Validation

Firms cited on this prompt:

RealSelf ×4 Yelp ×2 New York State Office of the Professions ×1

P-007

Validation

Firms cited on this prompt:

Dr. Rachel Stein ×4 RealSelf ×3 Dr. Michael Apa ×2

P-008

Advice

Firms cited on this prompt:

Invisalign ×3 VIP Smiles by Dr. Catrise Austin – No-Prep Veneers Midtown NYC ×1 Dr. Michael Apa ×1

P-009

Constraints

Firms cited on this prompt:

Dr. Michael Apa ×3 Dr. Marc Lowenberg ×3 Lowenberg, Lituchy & Kantor ×2

P-010

Constraints

Firms cited on this prompt:

Dr. Michael Apa ×3 Dr. Emanuel Layliev ×2 Dr. Marc Lowenberg ×2

P-011

Crisis

Firms cited on this prompt:

Dr. Michael Apa ×3 Apa Aesthetic ×2 Dr. Marc Lowenberg ×2

P-012

Crisis

Firms cited on this prompt:

Columbia University ×3 Mount Sinai Hospital Emergency Department ×2 NYU Langone Dental ×1

P-013

Crisis

Firms cited on this prompt:

Dr. Michael Apa ×3 Dr. Marc Lowenberg ×2 Dr. Scott Froum ×2

P-014

Crisis

Firms cited on this prompt:

Dr. Michael Apa ×3 Lowenberg, Lituchy & Kantor ×2 Apa Aesthetic ×2

P-015

Decision

Firms cited on this prompt:

aacd.com/find-a-dentist ×3 Dr. Michael Apa ×2 Dr. Jonathan Levine ×2
+ 97 more missing prompts. The full list — with the verbatim prompt text and every cited firm — is part of a Viclaro audit.
29 winning prompts Prompts where AI cited this firm

W-001

Decision

Also cited on this prompt:

Dr. Marc Lowenberg ×4 Dr. Michael Apa ×3 Lowenberg, Lituchy & Kantor ×3

W-002

Decision

Also cited on this prompt:

Lowenberg, Lituchy & Kantor ×4 Dr. Michael Apa ×4 Apa Aesthetic ×4

W-003

Decision

Also cited on this prompt:

Dr. Marc Lowenberg ×4 Lowenberg, Lituchy & Kantor ×4 Dr. Michael Apa ×3

W-004

Follow Up

Also cited on this prompt:

Dr. Michael Apa ×4 Apa Aesthetic ×3 Dr. Marc Lowenberg ×2

W-005

Learning

Also cited on this prompt:

Feldspathic porcelain ×4 e.max ×4 Apa Zirconia Implant Center ×4

W-006

Validation

Also cited on this prompt:

Rosenthal Apa Group ×4 The Rosenthal Institute ×3 Dr. Michael Apa ×2

W-007

Validation

Also cited on this prompt:

Dr. Marc Lowenberg ×4 Dr. Michael Apa ×3 Lowenberg, Lituchy & Kantor ×3

W-008

Advice

Also cited on this prompt:

Dr. Michael Apa ×3 Dr. Marc Lowenberg ×3 Lowenberg, Lituchy & Kantor ×3

W-009

Constraints

Also cited on this prompt:

Dr. Michael Apa ×3 Apa Aesthetic ×2 Dr. Marc Lowenberg ×2

W-010

Crisis

Also cited on this prompt:

Dr. Michael Apa ×3 Apa Aesthetic ×2 Dr. Marc Lowenberg ×2

Peer firms in New York City cosmetic dentistry

Other firms ChatGPT, Claude, Gemini, and Perplexity name in this category.

#1

Dr. Michael Apa

45.0% share · 4/4 AI

#2

Dr. Marc Lowenberg

32.1% share · 4/4 AI

#3

Lowenberg, Lituchy & Kantor

28.0% share · 4/4 AI

#4

Apa Aesthetic

15.8% share · 4/4 AI

#5

Dr. Emanuel Layliev

13.7% share · 3/4 AI

#6

Dr. Victoria Veytsman

13.1% share · 4/4 AI

#7

Dr. Jonathan Levine

12.2% share · 3/4 AI

#8

The New York Center for Cosmetic Dentistry

11.7% share · 3/4 AI

See the full Cosmetic Dentistry ranking →

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