New York City · Divorce & Family Law · Professional
Lois Liberman
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Get a free preview showing one buyer question where AI assistants name Lois Liberman at Blank Rome LLP or someone else. Emailed from support@viclaro.app within one business day. See the paid brief format →
All-time mentions
6
AI responses in this market that named Lois Liberman.
AI coverage
3/4
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 | 1 |
| Claude | 0 |
| Gemini | 1 |
| Perplexity | 4 |
Measurement window
All-time results for this market
Responses analyzed
8,788
Responses naming professional
6
Lifetime mention rate
0.1%
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.
3 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 · Divorce & Family Law · New York City · Legal My wife and I are both litigators at big NYC firms. We're divorcing. Half the matrimonial bar in New York City has a conflict with one of us. Who's left who's a... perplexity/sonar 2026-08-05 04:52:53 How the name appeared: Uncertain Open question and AI answer
What the simulated buyer asked
My wife and I are both litigators at big NYC firms. We're divorcing. Half the matrimonial bar in New York City has a conflict with one of us. Who's left who's actually any good and conflict-free?
…ent who may be comfortable with sophisticated financial issues.[5]
- Maggie I. Kaminer — listed on the Manhattan matrimonial roster; a recognizable NYC family-law name.[5]
- Lois Liberman — listed on the Manhattan roster and associated with Blank Rome; another potentially strong choice for a finance-heavy, high-conflict divorce.[5]
- Aronson, Mayefsky & Sloan — a prominent NYC family/divorce firm with a deep matrimonial bench.[9]
- Cohen Clair Lans Greifer Thorpe & Rottenstreich — widely recognized New York family-law firm; often consider…
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: Divorce & Family Law · New York City · Legal
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 · Divorce & Family Law · New York City · Legal My wife and I are both litigators at big NYC firms. We're divorcing. Half the matrimonial bar in New York City has a conflict with one of us. Who's left who's a... perplexity/sonar 2026-08-05 04:52:47 How the name appeared: Uncertain Open question and AI answer
What the simulated buyer asked
My wife and I are both litigators at big NYC firms. We're divorcing. Half the matrimonial bar in New York City has a conflict with one of us. Who's left who's actually any good and conflict-free?
… Donovan & Associates**, Bender & Crane LLP / Michael Etzrodt, Donald Frank, David Hutcher & Citron LLP / PAG, Maggie Kaminer / Green Kaminer Min & Rockmore, and Lois Liberman / Blank Rome.[4]
If your real constraint is “conflict-free” for two big-law litigators, the practical answer is that the pool is usually individual lawyers or boutique firms rather than the biggest matrimonial shops, because large firms are more likely to have prior dealings with big NYC firms, their partners, or related parties. From the names in your …
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: Divorce & Family Law · New York City · Legal
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 · Divorce & Family Law · New York City · Legal Budget isn't really a limit. New York City. Significant assets. Who is the top of the market for a case like this? google/gemini-2.5-pro 2026-06-26 15:41:32 How the name appeared: Uncertain Open question and AI answer
What the simulated buyer asked
Budget isn't really a limit. New York City. Significant assets. Who is the top of the market for a case like this?
…on of litigation prowess and sophisticated negotiation. They are known for handling extremely high-profile and high-conflict cases with exceptional skill. * Key Lawyers: Lois Liberman and Norman Heller co-chair the practice and are both legendary figures in the
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: Divorce & Family Law · New York City · Legal
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.
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