New York City · Divorce & Family Law · Professional
Vivien I. Stark
Is this you?
Get a free preview showing one buyer question where AI assistants name Vivien I. Stark at Vivien I. Stark, P.C. or someone else. Emailed from support@viclaro.app within one business day. See the paid brief format →
All-time mentions
17
AI responses in this market that named Vivien I. Stark.
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 | 4 |
| Claude | 0 |
| Gemini | 0 |
| Perplexity | 13 |
Measurement window
All-time results for this market
Responses analyzed
8,788
Responses naming professional
17
Lifetime mention rate
0.2%
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.
12 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 Necesito un abogado de divorcio en New York City que hable español. Mi inglés no es bueno y este es un asunto importante. ¿A quién puedo llamar? openai/gpt-4o 2026-08-05 05:22:59 How the name appeared: Uncertain Open question and AI answer
What the simulated buyer asked
Necesito un abogado de divorcio en New York City que hable español. Mi inglés no es bueno y este es un asunto importante. ¿A quién puedo llamar?
…ado y atención a clientes de habla hispana. 2. The Law Offices of Olga M. Arandia, P.C. - Especializada en derecho de familia y ofrece servicios en español. 3. Law Office of Vivien I. Stark, P.C. - Ofrece representación en casos de divorcio y habla español. 4. Bryan L. Salamone & Associates, P.C. - Firma reconocida en derecho de familia con abogados que hablan español.
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 I need a divorce lawyer in Queens specifically — I can't get to Midtown easily. Public-transit accessible. Who's in New York City's outer boroughs? openai/gpt-4o 2026-08-05 05:22:23 How the name appeared: Uncertain Open question and AI answer
What the simulated buyer asked
I need a divorce lawyer in Queens specifically — I can't get to Midtown easily. Public-transit accessible. Who's in New York City's outer boroughs?
- Eiges & Orgel, PLLC - Known for personalized service and strong advocacy in divorce cases.
- Law Office of Vivien I. Stark - Offers comprehensive family law services with a focus on divorce.
- The Mandel Law Firm - Experienced in handling complex divorce and family law matters.
- Law Office of Stacy Sabatini, Esq. - Provides dedicated representation in divorce and family law issues.
- Law Offices of Donald Mastrodomenico, P.C. - Specializes in divorce cases with a focus on efficient resolutions.
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 I have about $10K total to spend on my whole divorce in New York City. Childless, short marriage, mostly amicable. Who actually works at this budget? openai/gpt-4o 2026-08-05 05:20:31 How the name appeared: Uncertain Open question and AI answer
What the simulated buyer asked
I have about $10K total to spend on my whole divorce in New York City. Childless, short marriage, mostly amicable. Who actually works at this budget?
…Services** - Specializes in mediation for cost-effective resolutions. 3. The Law Office of David Centeno - Offers flat-fee uncontested divorce packages. 4. The Law Office of Vivien I. Stark - Provides affordable rates for straightforward cases. 5. Brian D. Perskin & Associates P.C. - Known for budget-friendly divorce services.
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.
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 →