New York City · Divorce & Family Law · Professional

Randi L. Karmel

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Get a private brief showing which buyer questions AI assistants answer with Randi L. Karmel at Randi L. Karmel, PLLC — and which they answer with someone else. Emailed from support@viclaro.app within one business day. See a sample →

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Current-snapshot mentions

Distinct responses in snapshot NYC-DIV-2026-08-v3.1 that named Randi L. Karmel.

AI coverage

1/4

Distinct AI assistants that named this professional in the current snapshot.

Current snapshot · per-AI breakdown

Only responses belonging to snapshot NYC-DIV-2026-08-v3.1 are counted here.

Assistant	Citations
ChatGPT	1
Claude	0
Gemini	0
Perplexity	0

Longitudinal evidence · all retained runs

All-time Atlas record

Responses analyzed

4,973

Responses naming professional

Lifetime mention rate

0.2%

This is accumulated evidence across every retained response for the exact city and category, including older prompt-set versions. It is not the current ranking and is not mixed into the current-snapshot cards above.

Current-snapshot citation samples

Recorded instances from the current snapshot where an AI assistant named Randi L. Karmel.

openai/gpt-4o "I'm a surgeon in New York City. My wife is filing. I'm worried about the malpractice carry-forward e..."

Specializes in divorce and family law, and has experience working with high-net-worth individuals, including doctors.

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