Cosmetic Surgery / New York City
Dr. Casian Monaco
How to read this firm's data
How to read this firm's data
Header tiles
- Rank
- Position across all eligible AI responses in this market.
- Mention rate
- The share of eligible AI responses that named the business.
Charts
- Rank trend
- Each dot is one week of analyzed responses, newest on the right. 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
- Mentions grouped by what the buyer was asking.
Practice context for Cosmetic Surgery · Not yet reviewed
A sourced business description has not been added yet. Assistant mentions alone do not verify the firm's services.
Practice eligibility has not been reviewed for this market. This is unknown, not an exclusion.
Practice evidence and AI measurements are assessed separately. Mentions do not establish suitability.
Market detail: Cosmetic Surgery · New York City
Position
#583
pooled across every snapshot — 3,054 firms ever cited in this market
Mention rate
0.1%
pooled across every snapshot — 8 of 10,152 eligible responses
Rank vs mention rate
4 weeks · 98 days
Rank ranged #250 to #678 · mention rate 0.1%–0.4%
How to read this chart
How to read: each dot is one week of analyzed responses. The green line shows the business's rank that week. The dashed amber line shows the share of responses that named it.
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).
Research details Historical appearances, assistant counts and question types · all roles, separate from qualified recommendations.
All-time results for this market
Business appeared Jul 13, 2026–Oct 20, 2026
- Responses analyzed
- 9,024
- Responses naming business
- 8
- Historical appearance rate
- <0.1%
- Dates with published rank
- 7
These raw appearance totals cover all retained responses for this city and category, across all question types and roles, including sources and incidental mentions. They are not qualified recommendation counts. Appearance dates show when responses named this business; published rank dates can include repeated use of those responses. Current rank and confidence use the latest dated ranking.
Per-AI breakdown
Counts cover all published Atlas research for this market.
- Claude
- 0 mentions
- ChatGPT
- 0 mentions
- Gemini
- 0 mentions
- Perplexity
- 8 mentions
Dependent on one AI. The other three assistants recorded no mentions in the published results.
By question type
All-time mentions grouped by the type of question the buyer asked.
- Situation
- 1 mention
- Crisis
- 4 mentions
- Advice
- 3 mentions
Peer firms in New York City cosmetic surgery
Current ranks and mention rates · Oct 20, 2026 edition.
#1
Dr. Andrew Jacono
19.0% current mention rate · 4/4 AI
#2
Dr. Sam Rizk, MD
12.5% current mention rate · 4/4 AI
#3
David Rosenberg
11.5% current mention rate · 4/4 AI
#4
Dr. Stafford Broumand
11.4% current mention rate · 4/4 AI
#5
Sherrell Aston
9.2% current mention rate · 4/4 AI
#6
Dr. Adam Kolker
9.1% current mention rate · 4/4 AI
#7
Dr. Jennifer Levine
8.7% current mention rate · 4/4 AI
#8
Dr. David Shafer
8.4% current mention rate · 4/4 AI
Unclaimed listing — claim this profile
Atlas created this profile after AI assistants named the business. Claim it to confirm the business details; we'll reply from support@viclaro.app.
Buyer questions and AI answers
Simulated buyer questions from Atlas’s test dataset, paired with AI answers that mentioned this firm or professional. Open to see the questions and what was said.
8 AI answers with recorded context · 0 reviewed in context
Atlas asks AI assistants questions written from the perspective of people seeking services in a particular city and situation. Each example connects a simulated buyer question to an answer that named this firm or professional. A name can appear as a recommendation, a related adviser, a comparison, or even an option the assistant advises against.
A mention does not verify services, eligibility or suitability. Context review explains how the name was used; it does not verify the assistant’s claims. Explore the test questions and methodology.
Simulated buyer question · Cosmetic Surgery · New York City · Medical Autoimmune symptoms started 3 years after my breast aug in New York City. My rheumatologist ruled out lupus and RA. I'm 90% sure it's the implants. I want them... perplexity/sonar 2026-10-20 21:03:29 How the name appeared: Uncertain Open question and AI answer
What the simulated buyer asked
Autoimmune symptoms started 3 years after my breast aug in New York City. My rheumatologist ruled out lupus and RA. I'm 90% sure it's the implants. I want them out. Which surgeons here take BII seriously as a clinical entity and don't roll their eyes at me?
… BII.
- Dr. Mark G. Albert — NYC; says he uses en bloc removal for patients concerned about BII.
- Dr. Darrick Antell — Park Avenue; includes BII in breast revision indications.
- Dr. Casian Monaco — Upper East Side; offers BII-focused evaluation and treatment.
- Dr. David Rapaport — NYC; known for explant surgery and taking BII concerns seriously.
- Dr. Norman Rowe — Manhattan; offers explant surgery and discusses BII on his practice site.
If you want, I can also narrow this to the best fit for: smallest-incision explant, en bloc-capable surgeons, or s…
How to read this mention
The role of this name in the answer is uncertain or has not been reviewed.
Unreviewed contextual evidence; no qualification established.
Market: Cosmetic Surgery · New York City · Medical
Factual accuracy: unverified · Practice fit: unknown
Context review: unreviewed. This is separate from practice eligibility and ranking.
No source URLs were recorded for this answer.
Simulated buyer question · Cosmetic Surgery · New York City · Medical I've had unexplained fatigue, brain fog, and joint pain for two years since my breast aug in New York City. Everyone dismisses breast implant illness but I know... perplexity/sonar 2026-10-20 20:17:08 How the name appeared: Uncertain Open question and AI answer
What the simulated buyer asked
I've had unexplained fatigue, brain fog, and joint pain for two years since my breast aug in New York City. Everyone dismisses breast implant illness but I know my body. Which surgeons here take BII seriously and do proper en bloc explants?
…for patients with BII**, with a focus on thorough removal of implant and surrounding capsule when indicated.[3][9]
535 5th Ave, 32nd Floor, New York, NY 10017.[9][14]
Dr. Casian Monaco – Upper East Side
Upper East Side plastic surgeon who runs an NYC Breast Implant Illness clinic, offering guidance and treatment options for BII symptoms.[5]
799 Park Ave, New York, NY 10021.[5]Dr. Joshua L. Levine – Center for Breast Reconstruction
Breast reconstruction specialist whose NYC center lists **Breast Implant Illness sympt…
How to read this mention
The role of this name in the answer is uncertain or has not been reviewed.
Unreviewed contextual evidence; no qualification established.
Market: Cosmetic Surgery · New York City · Medical
Factual accuracy: unverified · Practice fit: unknown
Context review: unreviewed. This is separate from practice eligibility and ranking.
No source URLs were recorded for this answer.
Simulated buyer question · Cosmetic Surgery · New York City · Medical I've had unexplained fatigue, brain fog, and joint pain for two years since my breast aug in New York City. Everyone dismisses breast implant illness but I know... perplexity/sonar 2026-10-20 20:17:01 How the name appeared: Uncertain Open question and AI answer
What the simulated buyer asked
I've had unexplained fatigue, brain fog, and joint pain for two years since my breast aug in New York City. Everyone dismisses breast implant illness but I know my body. Which surgeons here take BII seriously and do proper en bloc explants?
…pecialized explant surgery for patients with BII symptoms**, with an emphasis on thorough removal of the implant and surrounding capsular tissue when appropriate.[3][9]
Dr. Casian Monaco – Upper East Side (799 Park Ave)
Has a dedicated Breast Implant Illness page describing BII symptoms and offering evaluation and treatment from an Upper East Side practice.[5]Dr. Joshua Levine – Center for Breast Reconstruction (57 W 57th St)
New York–based breast reconstruction specialist whose center specifically discusses **breast im…
How to read this mention
The role of this name in the answer is uncertain or has not been reviewed.
Unreviewed contextual evidence; no qualification established.
Market: Cosmetic Surgery · New York City · Medical
Factual accuracy: unverified · Practice fit: unknown
Context review: unreviewed. This is separate from practice eligibility and ranking.
No source URLs were recorded for this answer.
Selected examples from the test dataset are shown here. Excerpts show part of an answer; full response records remain part of the audit. Each market has its own question set and sample, so these examples do not establish an overall rank.
Field notes on reading these rankings
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