Episode summary
Alpha In Podcasts? - [Business Breakdowns, EP.222]
Business Breakdowns
· · Hosts: Matt Reustle
![Alpha In Podcasts? - [Business Breakdowns, EP.222] – Business Breakdowns](https://i.ytimg.com/vi/Mf_4_7zuDMw/hqdefault.jpg)
Summary
Matt Reustle uses a Wall Street Journal article about Millennium’s Steve Schurr to ask whether podcasts can generate investment alpha, but the episode quickly narrows the claim: the value is less in direct stock-picking and more in pattern recognition and research discovery. He says podcast transcripts can surface overlooked industry commentary, especially from niche shows where operators and investors reveal what they are seeing on the ground.
He then walks through performance data on more than 200 companies covered since Business Breakdowns launched in 2021. On an aggregate basis, the “podcast portfolio” has not beaten the market: the S&P 500 is up 45% while the rolling basket is up 30%, with only minor short- and medium-term differences. But individual names tell a very different story, including AppLovin, General Electric, Seaman’s Energy, Axon, and Nintendo, which all produced large gains after their episodes.
Reustle also highlights a more nuanced lesson from the data: momentum can matter, but it is not a simple rule. Names that had strong pre-episode runs often kept outperforming, yet many prior laggards did not reverse. His conclusion is practical rather than promotional: use the podcast as an educational starting point, then do your own research.
Key takeaways
- Reustle says Business Breakdowns has not produced broad alpha as a basket, with the S&P 500 up 45% versus 30% for the rolling podcast portfolio.
- AppLovin was the standout winner, outperforming by nearly 540% since its April 2022 episode, even though it initially lagged the market afterward.
- General Electric ranks near the top of the list too, with the remaining shares outperforming by over 300% and spin-offs adding to the result.
- Reustle says momentum has some predictive value: 9 of 25 names that had outperformed by more than 40% before recording later beat the market, while 9 of 35 major laggards did so.
- His main use case for podcasts is research, not a stock-picking system: listen to understand a business quickly, then confirm the thesis yourself.
Notable quotes
“there is massive alpha waiting for you on this podcast or on any podcast”
“Since launching breakdowns, the S&P is up 45%. A rolling business breakdown portfolio is up 30%”
“The lesson is always the same here. Do your own research”
“if you're just starting to research a name, rather than look at the 10K or annual report, listen to an interesting conversation about this company”
How the episode opens
This is business breakdowns. Business breakdowns is a series of conversations with investors and operators diving deep into a single business. For each business, we explore its history, its business model, its competitive advantages, and what makes it tick.
We believe every business has lessons and secrets that investors and operators can learn from and we are here to bring them to you. To find more episodes of breakdowns, check out join colossus.com. All opinions expressed by hosts and podcast guests are solely their own opinions.
Hosts, podcast guests, their employers or affiliates may maintain positions in the securities discussed in this podcast. This podcast is forformational purposes only and should not be relied upon as a basis for investment decisions. This is Matt Russell and we've got a short special episode today on Alpha in Podcasts.
Now, what sparked this episode? Well, I'm glad that you asked. A few weeks ago, a Wall Street Journal article highlighted the behemoth Millennium had hired portfolio manager Steve Sher from Balaznne with a potential $100 million payout.
Who said you need to be an AI engineer to cash in, right? The journal noted that Shure is known for mining overlooked sources of research such as podcast transcripts. The article also noted his team generated $150 million in investment profits for Bellasy in 2023 and $250 million in 2024.
And as I like to say, hey, that'll pay for lunch. Now, I'm not here to tell you that there is massive alpha waiting for you on this podcast or on any podcast. If I had to guess, this has more to do with industry commentary coming from niche podcasts.
I can remember listening to an old oil field services podcast way back when. And it is amazing what you get from people on the ground and what they see and how often that can differ from broader sentiment.
From the episode’s captions: roughly the first two minutes, lightly cleaned. Keep watching on YouTube →
Topics
- podcast alpha
- transcript mining
- investment performance analysis
- momentum patterns
- using podcasts for research
Companies and tickers mentioned
- APP
- GE
- Millennium Management
- AppLovin
- General Electric
Watch the episode
Watch “Alpha In Podcasts? - [Business Breakdowns, EP.222]” on YouTube
Summary, takeaways and quote selection by Octagon. Quotes are short excerpts; the full conversation is in the episode.
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Business Breakdowns, this episode and its artwork belong to Colossus | Investing & Business Podcasts. Octagon is not affiliated with the show; this page is an independent summary.
