New York City · Cosmetic Surgery
Dr. David A. 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.
- Named in
- How many of the snapshot's AI responses named this business, out of how many were run. One response = one prompt put to one assistant once. The percentage is the same figure normalised so categories with different response counts can be compared; ±X is the 95% confidence margin.
- Cited by
- How many of the four AI assistants named this firm at least once.
Breakdowns + log
- Rank trend
- Each dot is one category snapshot, newest on the right. Shown once two or more snapshots exist; a flat line means this firm's rank didn't move.
- 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.
Unverified listing
AI assistants named this firm, but Viclaro doesn't yet have a verified business record for it — the ranking reflects citations only. If this is your firm, claim the listing below and we'll reach out from support@viclaro.app to verify.
Rank
#84
of 760 firms
Named in
8 of 1,128
AI responses · 0.7% ±0.5%
Cited by
2/4
Rank vs mention rate
3 snapshots · 19 days
Rank ranged #84 to #301 · mention rate 0.1%–0.7%
How to read: each dot is one snapshot. The green line is where this firm ranked among peers on that day. The dashed amber line is the mention rate — the share of AI responses in that snapshot that named this firm at all.
Rank and mention rate use different scales, so the two lines are placed side-by-side, not on top of each other. A firm can hold rank while mention rate drifts (fewer responses named anyone) or improve rank without moving mention rate (peers dropped out).
Per-AI breakdown
Counts show how many responses from each assistant named this firm.
Claude
of 194 responses
4
mentions
ChatGPT
of 194 responses
4
mentions
Gemini
of 194 responses
0
mentions
Perplexity
of 194 responses
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.
Longitudinal evidence · all retained runs
All-time Atlas record
Observed Jul 13, 2026–Aug 22, 2026
Responses analyzed
2,256
Responses naming firm
14
Lifetime mention rate
0.6%
Published snapshots ranked
4
These totals span every retained response for this exact city and category, including historical prompt-set versions. They describe accumulated evidence, not the firm's current rank. The cards above and per-AI breakdown use only the dated current snapshot; the history chart compares compatible published snapshots.
Citation log
3 distinct AI responses named this business in the current snapshot. This log is intentionally snapshot-scoped; the all-time record above summarizes the complete longitudinal corpus.
Where Dr. David A. Hidalgo is winning + missing, prompt-by-prompt
95 of 97 ranking-layer buyer prompts don't cite this firm. The table lists the three most-cited firms for each missing prompt. Prompt text is redacted (see prompt-set methodology).
P-001
Decision
Firms cited on this prompt:
P-002
Decision
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P-003
Decision
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P-004
Situation
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P-005
Situation
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P-006
Decision
Firms cited on this prompt:
P-007
Follow Up
Firms cited on this prompt:
P-008
Situation
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P-009
Situation
Firms cited on this prompt:
P-010
Decision
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P-011
Decision
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P-012
Decision
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P-013
Decision
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P-014
Follow Up
Firms cited on this prompt:
P-015
Situation
Firms cited on this prompt:
2 winning prompts Prompts where AI cited this firm
W-001
Decision
Also cited on this prompt:
W-002
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.
#1
Dr. Andrew Jacono
16.8% response mention rate · 4/4 AI
#2
David Rosenberg
12.5% response mention rate · 3/4 AI
#3
Dr. Sam Rizk, MD
12.0% response mention rate · 4/4 AI
#4
Dr. Stafford Broumand
8.8% response mention rate · 4/4 AI
#5
Dr. Lara Devgan
7.8% response mention rate · 4/4 AI
#6
Dr. Adam Kolker
7.7% response mention rate · 4/4 AI
#7
Dr. Jennifer Levine
7.7% response mention rate · 4/4 AI
#8
Sherrell Aston
7.5% response mention rate · 4/4 AI
Field notes on reading these rankings
All notes →How to Read AI Search Rankings (Beyond Vanity Metrics)
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How to Write Content That AI Assistants Actually Cite
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