New York City · IVF & Fertility · Professional
Pak Chung
Is this you?
Get a free preview showing one buyer question where AI assistants name Pak Chung at Columbia Fertility or someone else. Emailed from support@viclaro.app within one business day. See the paid brief format →
All-time mentions
2
AI responses in this market that named Pak Chung.
AI coverage
2/4
AI assistants that named this professional across all published research.
All-time assistant breakdown
Every published run for this market is counted here.
| Assistant | Citations |
|---|---|
| ChatGPT | 0 |
| Claude | 1 |
| Gemini | 0 |
| Perplexity | 1 |
Measurement window
All-time results for this market
Responses analyzed
8,942
Responses naming professional
2
Lifetime mention rate
0.0%
These totals cover all analyzed responses for this city and category. The professionals ranking shows the latest dated snapshot.
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.
2 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 · IVF & Fertility · New York City · Medical Budget is not the constraint. New York City. Complex case — 40yo, DOR, one failed cycle. Who is the top of the market here for a case like this? Names, please. perplexity/sonar-pro 2026-07-13 15:07:26 How the name appeared: Uncertain Open question and AI answer
What the simulated buyer asked
Budget is not the constraint. New York City. Complex case — 40yo, DOR, one failed cycle. Who is the top of the market here for a case like this? Names, please.
…of the Ronald O. Perelman and Claudia Cohen Center for Reproductive Medicine; internationally known for complex IVF, very high-end lab, and cutting-edge protocols.[3][5]
- Dr. Pak Chung – Senior reproductive endocrinologist at Cornell; often chosen for difficult, low-responder and advanced-age cases.
- Dr. Lauren A. Imani – Frequently recommended in patient communities for travel-worthy care at Cornell and individualized strategies for challenging cases.[4]
RMA of New York (Reproductive Medicine Associates of New York)
- **Dr. Alan B.…
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: IVF & Fertility · 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 · IVF & Fertility · New York City · Medical Just got the PGT results — all 7 embryos aneuploid. I'm 38, second cycle. I sobbed in the parking lot. My clinic in New York City said 'let's do another cycle i... anthropic/claude-sonnet-4.6 2026-07-13 15:02:11 How the name appeared: Uncertain Open question and AI answer
What the simulated buyer asked
Just got the PGT results — all 7 embryos aneuploid. I'm 38, second cycle. I sobbed in the parking lot. My clinic in New York City said 'let's do another cycle in 60 days.' I can't do another cycle at the same place. Which clinics here actually take a fresh look at protocol for someone with two consecutive all-aneuploid cycles? I need names today.
…one Fertility (James Grifo)** — Grifo has decades of PGT research and will often challenge assumptions about what's driving aneuploidy rates
- Columbia Fertility (Zev Rosenwaks, Pak Chung) — Academic center that tends to dig into sperm DNA fragmentation, spindle imaging, and stimulation variables others skip
- Reproductive Medicine Associates of NJ (Scott Sills, Brian Levine) — Levine (also at Columbia) is aggressive about looking at oocyte quality triggers, LH supplementation, maturation timing
Specific things to ask any new clinic about:
…
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: IVF & Fertility · 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.
Turn this public record into a decision.
Get the complete competitive gap, the public evidence behind it, and the three changes worth testing first.
Request the competitive brief →