New York City · CPA & Tax
Roberts & Holland LLP
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Roberts & Holland LLP was not cited in the most recent scan.
No AI assistant named this firm in response to any of the buyer questions in the latest run.
Longitudinal evidence · all retained runs
All-time Atlas record
Observed Aug 21, 2026–Aug 21, 2026
Responses analyzed
2,256
Responses naming firm
7
Lifetime mention rate
0.3%
Published snapshots ranked
0
These totals span every retained response for this exact city and category, including historical prompt-set versions. They describe accumulated evidence, not the firm's current rank. The cards above and per-AI breakdown use only the dated current snapshot; the history chart compares compatible published snapshots.
Citation log
7 distinct AI responses named this business in the current snapshot. This log is intentionally snapshot-scoped; the all-time record above summarizes the complete longitudinal corpus.
Where Roberts & Holland LLP is winning + missing, prompt-by-prompt
137 of 141 ranking-layer buyer prompts don't cite this firm. The table lists the three most-cited firms for each missing prompt. Prompt text is redacted (see prompt-set methodology).
P-002
Validation
Firms cited on this prompt:
P-003
Situation
Firms cited on this prompt:
P-004
Learning
Firms cited on this prompt:
P-005
Decision
Firms cited on this prompt:
P-006
Situation
Firms cited on this prompt:
P-007
Validation
Firms cited on this prompt:
P-008
Validation
Firms cited on this prompt:
P-009
Validation
Firms cited on this prompt:
P-010
Validation
Firms cited on this prompt:
P-011
Decision
Firms cited on this prompt:
P-012
Validation
Firms cited on this prompt:
P-013
Situation
Firms cited on this prompt:
P-014
Decision
Firms cited on this prompt:
P-015
Decision
Firms cited on this prompt:
4 winning prompts Prompts where AI cited this firm
W-001
Learning
Also cited on this prompt:
W-002
Crisis
Also cited on this prompt:
W-003
Follow Up
Also cited on this prompt:
W-004
Crisis
Also cited on this prompt:
Peer firms in New York City cpa & tax
Other firms ChatGPT, Claude, Gemini, and Perplexity name in this category.
#1
Braj Aggarwal, CPA, P.C. - Trusted CPA & Accountant in NYC
6.3% response mention rate · 4/4 AI
#2
Bench
4.3% response mention rate · 4/4 AI
#3
Deloitte Private
4.1% response mention rate · 4/4 AI
#4
George Dimov CPA
3.9% response mention rate · 4/4 AI
#5
Kruze
3.6% response mention rate · 4/4 AI
#6
Nonprofit Accountant New York City
3.6% response mention rate · 3/4 AI
#7
Reed Corporation CPA Firm
3.5% response mention rate · 1/4 AI
#8
Gary Mehta, CPA, EA : Accountant of New York and Beyond
3.2% response mention rate · 4/4 AI
Field notes on reading these rankings
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