Firm profile
Dr. Sam Rizk, MD
Dr. Sam Rizk, MD shows up at rank #3 or better in one category across the latest Viclaro Atlas snapshots — measured against roughly 1,128 assistant responses, cited by up to 4 of four model families.
| Category | Rank | Mention rate | Cited by | Snapshot |
|---|---|---|---|---|
|
Cosmetic Surgery
New York City · Medical
|
#3 | 14.3% ±2.0 | 4/4 | Sep 22, 2026 |
Strong Google presence
A neutral read on whether Google Maps considers this firm established. Bucketed because raw star ratings and review counts have their own home; this signal is stable.
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We can show you the prompts you're winning and the ones you aren't.
Scoped audit turns the ranks above into a diff — which prompts you lost, which peer got named instead, the verbatim reasoning the assistant gave. Optional monitoring pings you when your rank shifts outside the 95% confidence interval, before your competitor sees the change in a screenshot.