New York City · CPA & Tax · Professional
Scott M. Aber
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Get a free preview showing one buyer question where AI assistants name Scott M. Aber at Aber / Numera or someone else. Emailed from support@viclaro.app within one business day. See the paid brief format →
All-time mentions
4
AI responses in this market that named Scott M. Aber.
AI coverage
1/4
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 | 0 |
| Gemini | 0 |
| Perplexity | 4 |
Measurement window
All-time results for this market
Responses analyzed
7,896
Responses naming professional
4
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.
1 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 Partner at a mid-size New York City law firm. K-1 income roughly $780K, plus my wife's W-2 at $260K, plus a rental in the Berkshires. Need a CPA who handles law... perplexity/sonar 2026-08-21 22:44:43 How the name appeared: Uncertain Open question and AI answer
What the simulated buyer asked
Partner at a mid-size New York City law firm. K-1 income roughly $780K, plus my wife's W-2 at $260K, plus a rental in the Berkshires. Need a CPA who handles law-firm-partner returns as a real specialty. Three names.
…Miller & Company LLP — Markets itself as a CPA firm for lawyers and attorneys in NYC, and specifically promotes attorney-focused tax/accounting work.[2]
- Aber / Numera (Scott M. Aber, CPA) — Says it serves New York legal firms and individual attorneys, including firms of different sizes, and emphasizes tax-law and trust-accounting rules.[5][6]
- Kempa & Company CPAs LLP — A New York CPA firm that offers law firm accounting and tax services in the New York area.[3]
If you want, I can also narrow this to the **best three for a…
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.
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