New York City · Cosmetic Surgery

Vitals

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

#120

of 1051 firms

Response mention rate

0.8%

±0.5% (95% confidence)

Cited by

3/4

✓ Claude ✓ ChatGPT ✗ Gemini ✗ Perplexity

Tier

⚪ Sample-limited

9 citations · consensus 1.73

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

3

mentions

ChatGPT

4

mentions

Gemini

0

mentions

Perplexity

0

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.

Validation
9 mentions

Citation log

9 mentions recorded for this business in the latest snapshot.

Where Vitals is winning + missing, prompt-by-prompt

136 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.

136 missing prompts Sorted by competitor citation weight

P-003

Decision

P-006

Learning

P-007

Learning

+ 121 more missing prompts. The full list — with the verbatim prompt text and every cited firm — is part of a Viclaro audit.
5 winning prompts Prompts where AI cited this firm

W-002

Validation

W-005

Validation

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 Vitals to outrank them.

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