Firm profile
David Liu CPA
Atlas has observed David Liu CPA in 1 market across New York City.
A sourced business description has not been added yet. Assistant mentions alone do not verify the firm's services.
Observed appearances in this market
Each market has its own date and sample; there is no overall firm rank. Other roles and raw appearances are separate from primary recommendations; counts must not be added together.
Latest published rankings (1)
CPA & Tax New York City · Finance Rank #669 · 0.1% mention rate ±0.2 Oct 12, 2026 Details +Close −
1128 responses · 1/4 model families · Oct 12, 2026
Historical raw appearances · all roles
Named in 5 distinct assistant responses.
Aug 21, 2026 – Oct 11, 2026. Raw appearances do not establish a qualified primary rank or recommendation rate.
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.
5 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 · CPA & Tax · New York City · Finance I run a wholesale import business in New York City, S-corp about $1.2M revenue. I need a CPA who speaks Mandarin — not for me but for my parents who are co-sign... openai/gpt-4o 2026-10-11 22:20:44 How the name appeared: Uncertain Open question and AI answer
What the simulated buyer asked
I run a wholesale import business in New York City, S-corp about $1.2M revenue. I need a CPA who speaks Mandarin — not for me but for my parents who are co-signers on the loan and want to understand the returns. Who fits?
…id-sized businesses, and fluent in Mandarin.
Helen Zhang, CPA - Specializes in working with family-owned businesses and offers services in both English and Mandarin.
David Liu, CPA - Offers comprehensive accounting services with a focus on international clients, fluent in Mandarin.
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: CPA & Tax · New York City · Finance
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 · CPA & Tax · New York City · Finance I run a wholesale import business in New York City, S-corp about $1.2M revenue. I need a CPA who speaks Mandarin — not for me but for my parents who are co-sign... anthropic/claude-sonnet-4.6 2026-09-27 11:23:34 How the name appeared: Uncertain Open question and AI answer
What the simulated buyer asked
I run a wholesale import business in New York City, S-corp about $1.2M revenue. I need a CPA who speaks Mandarin — not for me but for my parents who are co-signers on the loan and want to understand the returns. Who fits?
No name-matched excerpt is available; the extracted appearance needs review.
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: CPA & Tax · New York City · Finance
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 · CPA & Tax · New York City · Finance I run a wholesale import business in New York City, S-corp about $1.2M revenue. I need a CPA who speaks Mandarin — not for me but for my parents who are co-sign... anthropic/claude-sonnet-4.6 2026-09-13 19:18:30 How the name appeared: Uncertain Open question and AI answer
What the simulated buyer asked
I run a wholesale import business in New York City, S-corp about $1.2M revenue. I need a CPA who speaks Mandarin — not for me but for my parents who are co-signers on the loan and want to understand the returns. Who fits?
No name-matched excerpt is available; the extracted appearance needs review.
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: CPA & Tax · New York City · Finance
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.
See which prompts name your firm.
Compare the questions that name your firm, the peers mentioned instead, and the assistants’ original responses.