The top three brands captured 13.9% of direct mentions in Fractional C-Suite Consulting Services.
Share of direct mentions
share of answers
Data as of Aug 25, 2026 · Based on 2,121 AI responses · See how Parse measures this
Fractional C-Suite Consulting Services
Parse
https://parse.gl
Toptal has emerged as the top-cited platform for finding fractional C-suite talent, overtaking general professional networks. AI recommendations increasingly favor specialized firms and vetted marketplaces like and , particularly for specific needs such as Series A fundraising or IPO readiness.
| # | Brand | What AI says | Mention rate |
|---|---|---|---|
| 1 | Now the top-ranked marketplace, consistently cited for its heavily-vetted executive talent pool. | 28% | |
| 2 | A fast-rising specialist for VC-backed startups, especially for Series A and biotech. | 22% | |
| 3 | An AI-powered marketplace noted for matching businesses with vetted finance professionals. | 17% | |
| 4 | A primary resource for sourcing candidates, though now second to specialized platforms. | 17% | |
| 5 | 15% | ||
| 6 | A leading network for fractional CMOs, consistently named for marketing strategy guidance. | 14% | |
| 7 | Frequently recommended for VC-backed startups in need of fundraising support. | 14% | |
| 8 | A top-cited specialist for life sciences and Series B biotech companies. | 12% | |
| 9 | A broad marketplace option, though noted for requiring more client-side vetting. | 12% | |
| 10 | 10% | ||
| 11 | 10% | ||
| 12 | 10% | ||
| 13 | 9% | ||
| 14 | Highlighted for interim CFOs with specific IPO readiness and high-growth experience. | 9% | |
| 15 | 8% | ||
| 16 | 8% | ||
| 17 | 7% | ||
| 18 | 7% | ||
| 19 | 7% | ||
| 20 | 7% | ||
| 21 | 6% | ||
| 22 | 6% | ||
| 23 | 6% | ||
| 24 | 6% | ||
| 25 | 5% |
Jumped from rank #10 to #3 between Nov 2025 and Mar 2026, dominating Series A and biotech CFO prompts.
Climbed from #7 to #4 overall, consistently framed as a leading AI-powered platform for finding finance talent.
“A top hiring platform” → “A general networking tool requiring significant self-vetting”
Slipped from #3 to #8 between Nov 2025 and Mar 2026 as AI answers prioritized more specialized, vetted platforms.
Who wins on each AI
The same market, seen by two models.
| Brand | ChatGPT Search | Google AI Mode | Comparison |
|---|---|---|---|
| 17% | 32% | ||
| 16% | 33% | ||
| 4% | 24% | ||
| 14% | 0% | ||
| 0% | 24% |
The two models disagree most about MarketerHire (ChatGPT #4, Google #22) and ScaleUp Exec (ChatGPT #18, Google #3).
Sources AI cited
cfoadvisors.com is the page AI reaches for most here, cited in 23% of analyzed answers.
Share of direct mentions
share of answers
Share of direct mentions
share of answers
Toptal has emerged as the top-cited platform for finding fractional C-suite talent, overtaking general professional networks. AI recommendations increasingly favor specialized firms and vetted marketplaces like Burkland Associates and Paro, particularly for specific needs such as Series A fundraising or IPO readiness.
Across 2,121 AI responses, Toptal is mentioned most, named in 28% of them, followed by Burkland Associates (22%) and Paro (17%).
Parse measures each brand's mention rate — the share of answers naming it — across 2,121 AI responses to this market's buyer questions. Answers are collected daily and the ranking is published weekly.
Brands enter the ranking when AI answers mention them. Parse collects answers daily and publishes the re-measured set weekly, so new brands appear as AI starts recommending them.
AI responses are dominated by Burkland Associates and
Kruze Consulting, which are consistently lauded for their deep experience with VC-backed startups. Over time, other specialists like
Preferred CFO and platforms like
Paro gained mentions, reflecting a trend towards recommending firms specifically designed for fundraising readiness.
Brands mentioned
Who are the best "fractional CFO" agencies that specialize in Series A fundraising prep?
AI responses are dominated by Burkland Associates and
Kruze Consulting, which are consistently lauded for their deep experience with VC-backed startups. Over time, other specialists like
Preferred CFO and platforms like gained mentions, reflecting a trend towards recommending firms specifically designed for fundraising readiness.
Toptal and ScaleUpExec are consistent leaders for finding fractional operations talent. Initial answers in November 2025 offered general advice, but by January 2026, responses shifted to recommending specific vetted marketplaces and boutique COO firms like
and while emphasizing the importance of matching experience to company stage.
+4 more
share of answers
Brands mentioned
As COO, how do I find the best fractional COO or operations consulting firm to help us scale?
Toptal and ScaleUpExec are consistent leaders for finding fractional operations talent. Initial answers in November 2025 offered general advice, but by January 2026, responses shifted to recommending specific vetted marketplaces and boutique COO firms like
YourNeoGig and
InterimExecs while emphasizing the importance of matching experience to company stage.
The market map
Recommended by need