Private Equity Data Guy
Hosted by Graeme Crawford
Private equity meets data. Conversations with deal teams, operating partners, and portfolio company leaders about the data problems that kill deals, slow exits, and destroy value. Hosted by Graeme Crawford, founder of Crawford McMillan. 20 years leading data programs at Fortune 100 companies.
36 episodes · publishes weekly · latest 2026-06-05
Rank
#213
Substance
66.7
/ 100
Scored 2026-06
Updated monthly
Across the index
#213 of 911
Substance
Top 23%
outscores 77% of the index
Why it scores where it does
Private Equity Data Guy ranks #213 on The B2B Podcast Index with a substance score of 66.7 out of 100, scored across 3 recent episodes. It scores highest on guest caliber and insight density. Frank has genuine practitioner credibility - founding recruiter at acquisition.com scaling headcount from 12 to over 100, now running his own recruiting advisory firm for founders. He is speaking from direct operational experience, not theory, which elevates him above a typical thought-leader guest. However, he is a talent specialist, not a PE operating partner or multi-exit executive, limiting the depth on the value-creation angle the episode promises.
The five-dimension breakdown
Averaged across 3 recently scored episodes, with cited evidence.
Insight Density
13.3 / 20There are roughly 8-10 usable practitioner ideas across 50 minutes - knockout questions, title-testing on job boards, quality-of-hire red/yellow/green check-ins, and the four-Rs job description frame - but they're heavily diluted by extended social preamble, repeated dating analogies, and the host's long personal anecdotes. The insight-to-filler ratio is mediocre for the runtime.
“I found changing and doing different job titles increases the likelihood I get more exposure to different talent”
“The first thing that most people don't measure is the quality of hire, which is like, 60 days in. Did we get a snapshot of, like, how good this person is”
Originality
12.7 / 20The core reframe - recruiting as a sales funnel - has been circulating for years and is not argued from first principles here. The seven deadly sins framework is teased as the episode's centrepiece but only two of seven sins are actually unpacked, and neither is contrarian. Most observations (Rolodex bias, clear communication matters, bad hires are expensive) are industry-standard.
“The biggest unlock for me is thinking about recruiting more like sales and marketing”
“I'd say most for PE, I'd say it's probably the leaning in on the referrals and centers of influence”
Guest Caliber
16.0 / 20Frank has genuine practitioner credibility - founding recruiter at acquisition.com scaling headcount from 12 to over 100, now running his own recruiting advisory firm for founders. He is speaking from direct operational experience, not theory, which elevates him above a typical thought-leader guest. However, he is a talent specialist, not a PE operating partner or multi-exit executive, limiting the depth on the value-creation angle the episode promises.
“I started as employee number 12, it was helpful because I knew how to find people”
“we kind of through osmosis, came down to. I understood what great talent looked like at the level of small business ownership”
Specificity & Evidence
12.0 / 20A handful of concrete anchors exist - 30% of salary as mis-hire cost, 12-to-100 headcount growth, a 60-day quality check-in cadence, eight-day vs. twenty-day hiring timelines - but no named portfolio companies with measurable outcomes, no dollar-value ROI examples, and the 70% CEO stat is unattributed. Most claims rest on anecdote rather than data.
“right off the bat it's 30% of their salary. And that's not even including any of the things they did wrong”
“we hired them at the appropriate level...They went through the first 90 day onboarding and they finished it all in 60 days...in two months we promoted them to director”
Conversational Craft
12.7 / 20The host threads callbacks across the episode (dating analogy, seven deadly sins, quality-of-hire) and lands a few sharp follow-ups like asking for a concrete knockout-question example and pressing on how quality of hire is actually measured. However, he regularly outtalks the guest with personal stories, the seven deadly sins framework is set up prominently but never fully enumerated, and there is no meaningful challenge to any claim made.
“What's an example of a knockout question?”
“how do you know that number is correct? Right. And usually it's a bit of a showstopper”
Standout episodes
- Why Hiring Works More Like Sales Than HR68
2026-06-05
- 67
- 65
Rank over time
First period on the Index - history builds from here.
Episodes
3 scored on substance · 36 tracked in total.
Frequently asked
- What is Private Equity Data Guy's substance score?
- Private Equity Data Guy scores 66.7 out of 100 for substance and ranks #213 on The B2B Podcast Index. That puts it ahead of 77% of the B2B podcasts we rank and #42 of 136 in Finance. The score reflects insight density, originality, guest caliber, specificity and conversational craft across recent episodes - not downloads.
- Is Private Equity Data Guy worth listening to?
- Yes - Private Equity Data Guy outscores 77% of the B2B finance podcasts and shows we rank on substance, so a finance operator is likely to come away with something useful.
- Who hosts Private Equity Data Guy?
- Private Equity Data Guy is hosted by Graeme Crawford.
- How often does Private Equity Data Guy publish?
- Private Equity Data Guy publishes weekly, has 36 episodes, released its most recent episode on 2026-06-05.
- Which Private Equity Data Guy episode should I start with?
- Our highest-scoring recent episode is "Why Hiring Works More Like Sales Than HR" (68/100) - a good place to start.
Show off your #213 rank
Add this badge to your site - it links back here and updates automatically as you rank.
<a href="https://index.fame.so/show/private-equity-data-guy" target="_blank" rel="noopener">
<img src="https://index.fame.so/badge/private-equity-data-guy/badge.svg" alt="Ranked #213 on The B2B Podcast Index" width="360" height="120" />
</a>More Finance podcasts
See all →Similar shows
Podcasts that dig into the same topics.