Which fractional CFOs help prepare a company for fundraising?
Who AI Recommends for Fundraising, Diligence and Exit Support
10 firms lead, appearing in 12.0–20.0% of 25 AI responses. The sample cannot separate them, so we do not pretend it can.
Based on 25 ChatGPT responses to this question, collected August 8, 2026. Firms are counted once per response. How we measure.
Key findings
- Alta Ridge Capital Partners, Burkland Associates, Deloitte, Into The Next, Kroll, Local Fractional, RunwayTeam, Traverse, StartupCFO and EY lead this sample, each named in 12.0–20.0% of 25 ChatGPT responses to the question “Which fractional CFOs help prepare a company for fundraising?”, collected August 8, 2026.
- The gaps between Alta Ridge Capital Partners, Burkland Associates, Deloitte, Into The Next, Kroll, Local Fractional, RunwayTeam, Traverse, StartupCFO and EY are inside the margin of error at 25 responses, so The Shortlist Report groups them in one tier rather than ranking them against each other.
- 10 firms cleared the reporting threshold on “Which fractional CFOs help prepare a company for fundraising?” in ChatGPT as of August 8, 2026; the full table with response counts is below.
- Deloitte appears in 6 of the 14 fractional CFO and outsourced accounting firms reports published by The Shortlist Report, the widest coverage of any firm named on this page.
- No firm paid to appear in this ranking; placement cannot be bought, and the counts come from ChatGPT responses rather than from submissions.
The ranking
| Firm | Responses | Share | |
|---|---|---|---|
| Tier 1 10 firms, 12.0–20.0% | |||
| Alta Ridge Capital PartnersFractional CFO, sell-side M&A advisory, and exit-readiness consulting for business owners preparing to sell. | 5 of 25 | 20.0% | |
| Burkland Associatesburkland.businessFractional CFO, FP&A, and fundraising support for venture-backed startups, particularly SaaS and tech companies. | 5 of 25 | 20.0% | |
| Deloittedeloitte.comOffers full finance-function outsourcing, automation, controllership, and transformation for mid-market and enterprise clients. | 5 of 25 | 20.0% | |
| Into The Nextintothenext.comProvides fractional CFO/COO, CEPA-certified exit planning, and M&A advisory to SMBs and businesses planning an exit. | 5 of 25 | 20.0% | |
| Krollkroll.comProvides sell-side transaction advisory including quality of earnings, working capital analysis, and operational due diligence. | 5 of 25 | 20.0% | |
| Local Fractionallocalfractional.comOffers exit planning, quality-of-earnings preparation, valuation, and sell-side advisory for lower-middle-market companies approaching a sale. | 5 of 25 | 20.0% | |
| RunwayTeamrunwayteam.coCreates investor-ready financial models and valuations for early-stage companies and fundraising. | 5 of 25 | 20.0% | |
| TraverseOffers financial infrastructure, fundraising support, and investor-ready models for seed through Series B startups. | 5 of 25 | 20.0% | |
| StartupCFOstartup-cfo.servicesProvides integrated bookkeeping, CPA, and fractional CFO services with fundraising models and runway planning for early-stage startups. | 4 of 25 | 16.0% | |
| EYProvides finance transformation, accounting operations, and full-cycle consolidation with multi-GAAP reporting for larger companies and complex structures. | 3 of 25 | 12.0% | |
Why the tiers fall where they do
Tier 1 holds Alta Ridge Capital Partners, Burkland Associates, Deloitte, Into The Next, Kroll, Local Fractional, RunwayTeam, Traverse, StartupCFO and EY, named in 3 to 5 of the 25 ChatGPT responses. They are grouped rather than ranked because the gaps between them are inside the margin of error at this sample size — one extra mention would reorder them, so an order would be reporting noise as a finding.
The test is McNemar’s at 95%, applied against the same 25 responses for every firm. The full reasoning, and what happened when we ranked one-to-N instead.
What the sample shows
10 firms lead this question: Alta Ridge Capital Partners, Burkland Associates, Deloitte, Into The Next, Kroll, Local Fractional, RunwayTeam, Traverse, StartupCFO and EY. They appear in 12.0–20.0% of the 25 responses. The gaps between them are inside the margin of error at this sample size, so they are listed together rather than ranked against each other.
64 firms were named at least once across the sample. 10 of them cleared the threshold of 2 responses and appear above; the rest were named once and are inside the noise.
How to read this
Firms are grouped into tiers, not ranked one to fifteen. A tier holds every firm whose 95% confidence interval overlaps the leader's, which is a long way of saying the sample cannot tell them apart. Order within a tier is arbitrary — read the counts, not the position.
Share is the percentage of responses that named the firm — not a quality score. A firm scoring low here may be excellent and simply under-written about online, which is a finding about its visibility rather than its work.
The same question was asked repeatedly because AI assistants do not answer identically twice. A single response would tell you almost nothing.
What this measurement does not tell you
- It is not a quality ranking. Share reflects how much has been written about a firm online, which is what an AI assistant reads. A capable firm nobody writes about scores low here.
- It is a reading from a date range, not a permanent standing. This sample was collected August 8, 2026; models change and so do their answers.
- It covers ChatGPT only. Other assistants answer differently, and we do not extrapolate across engines we have not measured.
- Order within a tier is arbitrary. Read the counts, not the position. Why we use tiers.
Cite this report
Danielle Trettson. (2026). Who AI Recommends for Fundraising, Diligence and Exit Support. The Shortlist Report. https://www.shortlistreport.com/article/cfo-support-fundraising-ma
Underlying counts: CSV · JSON · reusable under CC BY 4.0 with attribution.