New York City · Cosmetic Surgery

Dr. Adam Kolker

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

#6

of 1051 firms

Response mention rate

12.0%

±1.9% (95% confidence)

Cited by

4/4

✓ Claude ✓ ChatGPT ✗ Gemini ✓ Perplexity

Tier

🟢 Consensus

135 citations · consensus 4.91

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

19

mentions

ChatGPT

67

mentions

Gemini

0

mentions

Perplexity

12

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
15 mentions
Crisis
11 mentions
Decision
24 mentions
Learning
10 mentions
Follow Up
10 mentions
Situation
24 mentions
Validation
22 mentions
Constraints
19 mentions

Citation log

135 mentions recorded for this business in the latest snapshot.

Where Dr. Adam Kolker is winning + missing, prompt-by-prompt

85 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.

85 missing prompts Sorted by competitor citation weight
+ 70 more missing prompts. The full list — with the verbatim prompt text and every cited firm — is part of a Viclaro audit.
56 winning prompts Prompts where AI cited this firm

W-003

Decision

W-005

Learning

W-006

Learning

W-009

Situation

Also cited on this prompt:

W-010

Decision

Also cited on this prompt:

Peer firms in New York City cosmetic surgery

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

See the full Cosmetic Surgery ranking →

Want to climb the rankings?

We'll show you the exact content competitors published that earned their citations — and the specific answer blocks + schema markup for Dr. Adam Kolker to outrank them.

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