What is Preferred CFO known for?

ChatGPT names Preferred CFO most often on the question “What are the best fractional CFO firms?”, where it appeared in 83 of 271 sampled responses (30.6%). Across the 14 fractional CFO and outsourced accounting firms questions measured by The Shortlist Report, Preferred CFO cleared the reporting threshold on 2.

Is Preferred CFO a good fractional CFO and outsourced accounting firm?

This measurement cannot answer that. It counts how often ChatGPT names Preferred CFO when asked buyer questions, which follows how much has been written about the firm online rather than how well it works. Preferred CFO was named in 89 of the 301 responses sampled on the questions it appears in. A firm named rarely may still be excellent, and a firm named often may not suit a given brief.

Why is Preferred CFO in tier 1?

Tier 1 does not mean ranked first. It means that at the sample sizes measured, the gap between Preferred CFO and the most-named firm is inside the margin of error, so the sample cannot separate them. Firms sharing a tier are listed in arbitrary order.

Which firms compete with Preferred CFO?

The firms most often named on the same questions as Preferred CFO are Burkland Associates. That overlap indicates which firms a buyer asking the same questions is likely to see alongside Preferred CFO; it is not a judgement of which is the better fit.

Firm profile

Preferred CFO

Preferred CFO was named in 2 of the 14 fractional CFO and outsourced accounting firms questions measured by The Shortlist Report, appearing in 89 of the 301 AI responses sampled across those questions (29.6%).

preferredcfo.com · Last measured October 7, 2026 · how we measure

2 / 14Questions named in

89Responses naming it

30%Of 301 sampled

1Best tier reached

Preferred CFO is strongest on “What are the best fractional CFO firms?”, where it was named in 83 of 271 responses (30.6%), placing it in tier 7 of that report.

What Preferred CFO is surfaced for in fractional CFO and outsourced accounting firms

Based on the measured answers, Preferred CFO is most likely to be surfaced when buyers ask about “What are the best fractional CFO firms?” and “Which fractional CFO firms have documented client results?”.

How the answers describe the firmProvides fractional CFO advisory for scaling and mid-market companies on capital raises, financial modeling, and strategic planning.

In this sample, Preferred CFO was named on 2 of the 13 fractional CFO and outsourced accounting firms ranking questions measured. These are the buyer questions where it appeared most often:

Fractional CFO firms — named in 83 of 271 responses (30.6%), tier 7.
Fractional CFO firms proven results — named in 6 of 30 responses (20.0%), tier 1.

This describes when the firm is surfaced, not whether it is the right firm to hire. The sample measures recommendation visibility, not client outcomes.

Every question in fractional CFO and outsourced accounting firms

Preferred CFO was named on 2 of these 13 ranking questions. The rest are questions buyers ask that it did not come up for — with whoever did.

Leader is the most-named firm on that question. The last column shows where Preferred CFO placed, or a dash where it was not named often enough to clear the reporting threshold. Every row links to the full report.
Question	Leader	Preferred CFO
Which fractional CFO firms work with venture-backed startups?272 answers	Pilot53%	—
What are the best fractional CFO firms?271 answers	Pilot96%	31% · tier 7
What is the best outsourced accounting firm for a small business?270 answers	Pilot42%	—
Which fractional CFOs help prepare a company for fundraising?270 answers	Burkland Associates24%	—
Which firms provide outsourced controller services?270 answers	BPM26%	—
Who can implement NetSuite or a real ERP for a growing company?270 answers	RSM27%	—
Our books are a mess and we have an audit coming. Who can help?270 answers	The Alliance Group9%	—
Which outsourced accounting firms specialize in particular industries?268 answers	Vessel Advisors24%	—
Which outsourced firms handle business tax and compliance?235 answers	PwC29%	—
Who manages cap tables, equity administration and 409A valuations?235 answers	Armanino18%	—
Who builds budgets, forecasts and board reporting?229 answers	TILT15%	—
Who provides interim finance leadership at short notice?217 answers	InterimCFO27%	—
Which fractional CFO firms have documented client results?30 answers	Koen Advisors30%	20% · tier 1
How much does a fractional CFO cost per month?pricing · 270 answers	what firms charge	—

Who leads fractional CFO and outsourced accounting firms overall: Pilot tops 3 of 13 · Armanino tops 1 of 13 · BPM tops 1 of 13 · Burkland Associates tops 1 of 13 · InterimCFO tops 1 of 13 · Koen Advisors tops 1 of 13. See all reports.

Where Preferred CFO was named

One row per report in which Preferred CFO cleared the reporting threshold. Reports where it was not named often enough to clear that threshold are not listed. Each report states its own sample size and collection window.
Question	Tier	Responses	Share
What are the best fractional CFO firms?	7	83 of 271	30.6%
Which fractional CFO firms have documented client results?	1	6 of 30	20.0%

What Preferred CFO gets named for

Across the 14 fractional CFO and outsourced accounting firms questions measured, Preferred CFO is named most often on “What are the best fractional CFO firms?” — it appears in 83 of the 271 ChatGPT responses to that question, or 30.6% of them. Its next strongest question is “Which fractional CFO firms have documented client results?”, where it appears in 6 of 30 responses (20.0%).

Preferred CFO clears the reporting threshold on 2 of the 14 questions. The spread matters as much as the peak: a firm named across several different questions is one an assistant reaches for generally, where a firm named on one is attached to a single specialism.

What Preferred CFO’s tier placings mean

On “What are the best fractional CFO firms?”, Preferred CFO sits in tier 7 of 8, named in 83 of 271 responses (30.6%). That places it below the leading group on this question, where the top firm was named in 95.6% of responses against Preferred CFO’s 30.6%. It shares tier 7 with Deloitte and Grant Thornton, which the sample cannot separate from it. 3 further firms were named on this question but fell into lower tiers, meaning the sample did separate Preferred CFO from them.

On “Which fractional CFO firms have documented client results?”, Preferred CFO sits in tier 1 of 1, named in 6 of 30 responses (20.0%). Tier 1 does not mean it was ranked first. It means that at 30 responses, the gap between Preferred CFO and the most-named firm in that sample is inside the margin of error, so the two cannot be told apart. Preferred CFO shares tier 1 with Koen Advisors, Quadrant Advisory, VantagePoint, Maven Financial Partners, Traverse CFO, Burkland Associates, Crowe, FTI Consulting and HighRadius, and the order they are listed in is arbitrary.

Firms named alongside Preferred CFO

When ChatGPT names Preferred CFO, these firms most often turn up on the same questions: Burkland Associates (2 shared questions).

That overlap is the closest thing this data holds to a shortlist: these are the firms a buyer asking the same questions is most likely to see beside Preferred CFO. It says nothing about which of them is the better fit.

Burkland Associates

What this page is, and is not

It is a count of how often AI assistants named Preferred CFO when asked buyer questions about fractional CFO and outsourced accounting firms. Nothing here is a review, a rating, or an assessment of the firm’s work.
Preferred CFO did not submit this listing, was not contacted about it, and cannot pay to change it, move up, or be removed.
A firm named in few responses may still be excellent. Share follows what has been published about a firm online, which is what an AI assistant reads.
Wrong details, or a firm merged with another of a similar name? We fix those.

All firms · All 14 reports