New York City · Cosmetic Surgery

Sherrell Aston

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

#3

of 1051 firms

Response mention rate

13.7%

±2.0% (95% confidence)

Cited by

4/4

✓ Claude ✓ ChatGPT ✗ Gemini ✓ Perplexity

Tier

🟢 Consensus

155 citations · consensus 5.05

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

76

mentions

ChatGPT

22

mentions

Gemini

0

mentions

Perplexity

6

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
19 mentions
Crisis
5 mentions
Decision
34 mentions
Learning
15 mentions
Follow Up
15 mentions
Situation
40 mentions
Validation
19 mentions
Constraints
8 mentions

Citation log

155 mentions recorded for this business in the latest snapshot.

Where Sherrell Aston is winning + missing, prompt-by-prompt

83 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.

83 missing prompts Sorted by competitor citation weight

P-013

Follow Up

+ 68 more missing prompts. The full list — with the verbatim prompt text and every cited firm — is part of a Viclaro audit.
58 winning prompts Prompts where AI cited this firm

W-001

Advice

Also cited on this prompt:

W-002

Decision

Also cited on this prompt:

W-003

Decision

W-004

Decision

Also cited on this prompt:

W-006

Learning

Also cited on this prompt:

W-007

Learning

W-009

Situation

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 Sherrell Aston to outrank them.

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