New York City · Cosmetic Surgery

David Hidalgo

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

#2

of 1051 firms

Response mention rate

15.8%

±2.1% (95% confidence)

Cited by

4/4

✓ Claude ✓ ChatGPT ✗ Gemini ✓ Perplexity

Tier

🟢 Consensus

178 citations · consensus 5.19

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

71

mentions

ChatGPT

3

mentions

Gemini

0

mentions

Perplexity

5

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
25 mentions
Crisis
12 mentions
Decision
43 mentions
Learning
10 mentions
Follow Up
13 mentions
Situation
33 mentions
Validation
23 mentions
Constraints
19 mentions

Citation log

178 mentions recorded for this business in the latest snapshot.

Where David Hidalgo is winning + missing, prompt-by-prompt

65 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.

65 missing prompts Sorted by competitor citation weight

P-001

Learning

P-009

Follow Up

+ 50 more missing prompts. The full list — with the verbatim prompt text and every cited firm — is part of a Viclaro audit.
76 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 →

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 David Hidalgo to outrank them.

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