New York City · Cosmetic Surgery

New York City

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

#21

of 1051 firms

Response mention rate

5.1%

±1.3% (95% confidence)

Cited by

4/4

✓ Claude ✓ ChatGPT ✗ Gemini ✓ Perplexity

Tier

🟡 Mid-tier

57 citations · consensus 4.06

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

6

mentions

ChatGPT

19

mentions

Gemini

0

mentions

Perplexity

27

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
1 mention
Learning
20 mentions
Follow Up
9 mentions
Situation
2 mentions
Validation
17 mentions
Constraints
3 mentions

Citation log

57 mentions recorded for this business in the latest snapshot.

Where New York City is winning + missing, prompt-by-prompt

108 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.

108 missing prompts Sorted by competitor citation weight

P-003

Decision

+ 93 more missing prompts. The full list — with the verbatim prompt text and every cited firm — is part of a Viclaro audit.
33 winning prompts Prompts where AI cited this firm

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 →

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

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