What LLMs cite
Where to find specialized M&A financial analysts quickly?
From recent prompt runs · United States · Updated November 3, 2026
GEOGrow tested this high-intent customer question across ChatGPT, Gemini, and Perplexity. Rankings below show which companies appeared most often in those responses — not who is independently the best.
Top brand
Upwork
Leads across all key metrics
AI engines mentioning
3 of 3
Upwork appears in 3 of 3 AI engines
#1 recommendations
1
Upwork was the #1 recommendation once.
AI answer share
100%
Upwork appears in 100% 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 | Upwork Claim your company | 3 of 3 | 1 | 100% |
| 2 | Fintalent Claim | 2 of 3 | 1 | 67% |
| 3 | Toptal Claim | 2 of 3 | 1 | 67% |
| 4 | Catalant Claim | 2 of 3 | 0 | 67% |
| 5 | Business Talent Group Claim | 2 of 3 | 0 | 67% |
| 6 | Freelancer.com Claim | 2 of 3 | 0 | 67% |
| 7 | Graphite Claim | 1 of 3 | 0 | 33% |
| 8 | Paro Claim | 2 of 3 | 0 | 67% |
What Each AI Recommended
Recent answer snapshots by engine.
ChatGPT
+5 more in this answer
Gemini
- 1. Toptal
- 2. Catalant
- 3. Business Talent Group
- 4. Paro
- 5. Upwork
- 6. Robert Half
+5 more in this answer
Perplexity
- 1. Upwork
- 2. Fintalent
- 3. Freelancer.com
- 4. Interim Analysts
- 5. Guru
- 20. Harbor Finance and Talent
What LLMs cite
Sources cited in the most recent prompt runs for this question. The mix varies by engine.
- upwork.com Best Freelance Mergers & Acquisitions Specialists for Hire (Oct 2026) - Upwork
- axial.net M&A and Capital Raising Platform for the Middle Market | Axial
- businesstalentgroup.com Business Talent Group
- fintalent.com M&A Freelancers for Private Equity Portfolio Companies
- fintalent.io Fintalent
- fiverr.com Fiverr Pro
- freelancemvp.com 6 Best Freelance Websites for Finance Pros
- freelancer.com Skilled Financial Analyst for M&A Project
Who's Winning in AI?
AI Leaderboard · Based on this buyer question
Upwork currently leads this conversation. AI visibility leadership is valuable — but competitive markets shift fast.
Upwork currently leads this conversation.
- #1 Upwork 100%
- #2 Fintalent 67%
- #3 Toptal 67%
- #4 Catalant 67%
- #5
- #6 Freelancer.com 67%
- #7 Graphite 33%
- #8 Paro 67%
Get ahead of the competition
Defend this answer before competitors close the gap.
Multiple businesses already appear in this answer set. Claim your company, improve your visibility, and compete for the recommendations students and institutions will actually see.
Leading in AI is an advantage — keeping it is the strategy.
Turn current visibility into durable pipeline with GEOGrow.
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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
- Where to find specialized M&A financial analysts quickly?
- Market
- United States
- AI engines
- ChatGPT, Gemini, and Perplexity
- Research date
- November 3, 2026