What LLMs cite
Fractional CFO services for luxury retail businesses.
From recent prompt runs · United States · Updated October 30, 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
Lineal CPA
Leads across all key metrics
AI engines mentioning
1 of 3
Lineal CPA appears in 1 of 3 AI engines
#1 recommendations
1
Lineal CPA was the #1 recommendation once.
AI answer share
33%
Lineal CPA appears in 33% of answers in our tests
Top AI Answers
Which companies appear most often in AI responses?
Updated October 30, 2026
| # | Company | AI engines mentioning | #1 recommendations | AI answer share |
|---|---|---|---|---|
| 1 | Lineal CPA Claim your company | 1 of 3 | 1 | 33% |
| 2 | Pilot Claim | 1 of 3 | 1 | 33% |
| 3 | Flow Claim | 1 of 3 | 1 | 33% |
| 4 | TGG Accounting Claim | 1 of 3 | 0 | 33% |
| 5 | inDinero Claim | 1 of 3 | 0 | 33% |
| 6 | The Finance Edit Claim | 1 of 3 | 0 | 33% |
| 7 | The Tax Planet Claim | 1 of 3 | 0 | 33% |
| 8 | Burkland Claim | 1 of 3 | 0 | 33% |
What Each AI Recommended
Recent answer snapshots by engine.
ChatGPT
- 1. Pilot
- 2. inDinero
- 3. Burkland
- 4. Kruze Consulting
- 5. Paro
- 6. Focused.Financial
+5 more in this answer
Gemini
- 1. Lineal CPA
- 2. TGG Accounting
- 3. The Tax Planet
- 4. Modventures
- 5. SD Mayer & Associates
- 6. KSSP Partners LLP
+1 more in this answer
Perplexity
What LLMs cite
Sources cited in the most recent prompt runs for this question. The mix varies by engine.
- institutionhq.com Best Fractional CFO Services for Marketplace Businesses
- reddit.com Fractional CFO resource for small e-comm brand?
- finaloop.com Fractional CFO for Ecommerce & DTC Brands
- bennettfinancials.com Fractional CFO for E-Commerce Brands | Bennett Financials
- bluearcaccounting.com Fractional CFO Services for E-commerce and Digital Businesses
- blueprintcfo.com Fractional CFO Services for Consumer Products Companies
- cfoadvisors.com Best Fractional CFO for Fashion & Apparel Brands Balancing ...
- cfoshare.org CFOshare
- ascentcfo.com Financial Consulting For Retail and E-Commerce Companies
- flowpartners.io Fractional CFO services for luxury goods companies
- shortlistreport.com The Best Fractional CFO Firms: What The Shortlist Report Finds
- usfractionalcfo.com Find CFO Services for Your Growing Business
- focused.financial 10 Best Fractional CFO Services in 2026 (Compared)
- institutionhq.com Fractional CFO Firms: 10 providers to compare in 2026
- youtube.com What Is a Fractional CFO? Everything you need to know!
- acuitymag.com Fractional CFOs: the flexible finance experts for SMEs | Acuity
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Markets move fast once AI patterns set in.
Who's Winning in AI?
AI Leaderboard · Based on this buyer question
Lineal CPA currently leads this conversation. AI visibility leadership is valuable — but competitive markets shift fast.
Lineal CPA currently leads this conversation.
- #1 Lineal CPA 33%
- #2 Pilot 33%
- #3 Flow 33%
- #4 TGG Accounting 33%
- #5 inDinero 33%
- #6 The Finance Edit 33%
- #7 The Tax Planet 33%
- #8 Burkland 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
- Fractional CFO services for luxury retail businesses.
- Market
- United States
- AI engines
- Gemini, ChatGPT, and Perplexity
- Research date
- October 30, 2026