New York City · Cosmetic Surgery

Dr. David Rapaport

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

#24

of 1051 firms

Response mention rate

4.9%

±1.3% (95% confidence)

Cited by

4/4

✓ Claude ✓ ChatGPT ✗ Gemini ✓ Perplexity

Tier

🟡 Mid-tier

55 citations · consensus 4.03

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

14

mentions

ChatGPT

20

mentions

Gemini

0

mentions

Perplexity

2

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
6 mentions
Crisis
9 mentions
Decision
18 mentions
Learning
1 mention
Follow Up
4 mentions
Situation
10 mentions
Validation
4 mentions
Constraints
3 mentions

Citation log

55 mentions recorded for this business in the latest snapshot.

Where Dr. David Rapaport is winning + missing, prompt-by-prompt

105 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.

105 missing prompts Sorted by competitor citation weight

P-001

Advice

Firms cited on this prompt:

Dr. Andrew Jacono ×8 Sherrell Aston ×4 David Hidalgo ×4

P-002

Decision

Firms cited on this prompt:

Dr. Andrew Jacono ×8 FaceTite ×4 Dr. Dara Liotta ×4

P-003

Learning

Firms cited on this prompt:

SMAS Facelift ×8 Dr. Richard Swift, MD: Plastic Surgeon NYC, Buccal Fat Removal, Deep Plane Facelift and Chin Liposuction ×7 Mini Facelift ×7

P-004

Learning

Firms cited on this prompt:

RealSelf ×8 Dr. David Shafer ×6 Sherrell Aston ×5

P-005

Learning

Firms cited on this prompt:

New York City ×8 Miami ×7 Beverly Hills ×7

P-006

Learning

Firms cited on this prompt:

American Board of Plastic Surgery ×8 American Board of Cosmetic Surgery (ABCS) ×8 American Board of Medical Specialties ×7

P-007

Situation

Firms cited on this prompt:

Dr. Douglas Steinbrech ×8 Dr. David Shafer ×6 LARA DEVGAN, MD, PLLC ×2

P-008

Situation

Firms cited on this prompt:

Dr. Andrew Jacono ×8 Sherrell Aston ×6 Dr. Sam Rizk, MD ×4

P-009

Constraints

Firms cited on this prompt:

Columbia ×7 NYU Langone Health ×6 Mount Sinai Health System ×5

P-010

Situation

Firms cited on this prompt:

Dr. Andrew Jacono ×7 Dr. Sam Rizk, MD ×3 Dr. Stafford Broumand ×3

P-011

Situation

Firms cited on this prompt:

Dr. Adam Kolker ×7 Dr. Nolan Karp ×5 Dr. Stafford Broumand ×4

P-012

Validation

Firms cited on this prompt:

American Board of Plastic Surgery ×7 RealSelf ×4 Healthgrades ×4

P-013

Validation

Firms cited on this prompt:

Dr. Marcus Chen ×7 New York State ×7 American Board of Plastic Surgery ×4

P-014

Advice

Firms cited on this prompt:

Dr. Andrew Jacono ×6 David Hidalgo ×5 Sherrell Aston ×5

P-015

Crisis

Firms cited on this prompt:

Dr. Lara Devgan ×6 Dr. David Shafer ×5 Dr. Paul Jarrod Frank ×3
+ 90 more missing prompts. The full list — with the verbatim prompt text and every cited firm — is part of a Viclaro audit.
36 winning prompts Prompts where AI cited this firm

W-001

Decision

Also cited on this prompt:

Dr. Andrew Jacono ×8 Sherrell Aston ×4 Dr. Sam Rizk, MD ×3

W-002

Decision

Also cited on this prompt:

Dr. Andrew Jacono ×8 Sherrell Aston ×3 Dr. David Rapaport ×2

W-003

Follow Up

Also cited on this prompt:

Aetna ×7 Dr. Nolan Karp ×4 NYU Langone Plastic Surgery ×4

W-004

Situation

Also cited on this prompt:

Dr. Andrew Jacono ×7 Dr. Lara Devgan ×3 Dr. David B. Rosenberg, MD ×3

W-005

Constraints

Also cited on this prompt:

Dr. Nolan Karp ×6 Dr. Mihye Choi ×4 NYU Langone Plastic Surgery ×4

W-006

Decision

Also cited on this prompt:

Dr. Adam Kolker ×6 Dr. Daniel Maman ×4 Dr. Nolan Karp ×4

W-007

Decision

Also cited on this prompt:

Dr. Nolan Karp ×6 NYU Langone Plastic Surgery ×4 Dr. Constance M. Chen ×3

W-008

Validation

Also cited on this prompt:

New York State ×6 David Hidalgo ×4 Sherrell Aston ×4

W-009

Decision

Also cited on this prompt:

Dr. David Shafer ×5 Neinstein Plastic Surgery ×4 Dr. Jennifer Levine ×3

W-010

Learning

Also cited on this prompt:

Dr. David Shafer ×5 Dr. Lara Devgan ×5 New York City ×4

Peer firms in New York City cosmetic surgery

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

#1

Dr. Andrew Jacono

21.2% share · 4/4 AI

#2

David Hidalgo

15.8% share · 4/4 AI

#3

Sherrell Aston

13.7% share · 4/4 AI

#4

Dr. David Shafer

12.8% share · 4/4 AI

#5

Dr. Sam Rizk, MD

12.4% share · 4/4 AI

#6

Dr. Adam Kolker

12.0% share · 4/4 AI

#7

NYU Langone Plastic Surgery

9.8% share · 4/4 AI

#8

Dr. Stafford Broumand

9.6% share · 4/4 AI

See the full Cosmetic Surgery ranking →

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