What LLMs cite
How can I quickly scale my finance department for a new M&A initiative?
From recent prompt runs · United States · Updated November 3, 2026
GEOGrow tested this high-intent customer question across Gemini, ChatGPT, and Perplexity. Rankings below show which companies appeared most often in those responses — not who is independently the best.
Top brand
Robert Half
Leads across all key metrics
AI engines mentioning
2 of 3
Robert Half appears in 2 of 3 AI engines
#1 recommendations
1
Robert Half was the #1 recommendation once.
AI answer share
67%
Robert Half appears in 67% of answers in our tests
Top AI Answers
Which companies appear most often in AI responses?
Updated November 3, 2026
| # | Company | AI engines mentioning | #1 recommendations | AI answer share |
|---|---|---|---|---|
| 1 | Robert Half Claim your company | 2 of 3 | 1 | 67% |
| 2 | Accordion Claim | 1 of 3 | 1 | 33% |
| 3 | CohnReznick CFO Advisory Claim | 1 of 3 | 1 | 33% |
| 4 | Tatum Claim | 1 of 3 | 0 | 33% |
| 5 | Riveron Claim | 1 of 3 | 0 | 33% |
| 6 | Taylor White Office of the CFO Advisory Claim | 1 of 3 | 0 | 33% |
| 7 | Paro Claim | 1 of 3 | 0 | 33% |
| 8 | Alvarez & Marsal Claim | 1 of 3 | 0 | 33% |
What Each AI Recommended
Recent answer snapshots by engine.
ChatGPT
- 1. Accordion
- 2. Riveron
- 3. Alvarez & Marsal
- 4. CFGI
- 5. CrossCountry Consulting
- 6. Resources Global Professionals (RGP)
+5 more in this answer
Gemini
Perplexity
What LLMs cite
Sources cited in the most recent prompt runs for this question. The mix varies by engine.
- youtube.com Corporate Finance Explained | M&A Strategy: Why Companies ...
- 8020consulting.com Financial Services Mergers & Acquisitions: What You Should ...
- cohnreznick.com CFO Advisory and Interim Finance Leadership
- conseroglobal.com Scaling Finance Operations: Mid
- corporatefinanceinstitute.com Best Practices for Scaling a Finance Team: Grow Without Over ...
- deloitte.com Transaction Advisory Services
- embarkwithus.com Mergers and Acquisitions Consulting
- ey.com M&A Integration Consulting
Who's Winning in AI?
AI Leaderboard · Based on this buyer question
Robert Half currently leads this conversation. AI visibility leadership is valuable — but competitive markets shift fast.
Robert Half currently leads this conversation.
- #1 Robert Half 67%
- #2 Accordion 33%
- #3
- #4 Tatum 33%
- #5 Riveron 33%
- #6
- #7 Paro 33%
- #8 Alvarez & Marsal 33%
Get ahead of the competition
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How We Measure AI Answer Share
AI Answer Tracker by GEOGrow measures how companies appear when high-intent customer questions are asked across supported AI platforms. Results are observational snapshots and can vary by model, location, personalization, source availability, and date.
AI Answer Share is weighted recommendation appearances divided by all possible recommendation opportunities. Rankings shown here represent the responses collected during the stated research period and are not endorsements by GEOGrow. Method: 3 independent AI observations.
- Question tested
- How can I quickly scale my finance department for a new M&A initiative?
- Market
- United States
- AI engines
- Gemini, ChatGPT, and Perplexity
- Research date
- November 3, 2026