My First Million · Episode Brief
5 Startups That Looked Dumb—Until They Were Worth Billions
The Bessemer anti-portfolio isn't just a funny list of missed investments — it is a systematic catalog of the exact cognitive errors that separate good investors from great ones.
Bessemer Venture Partners has an anti-portfolio page on their website where they publicly document the companies they passed on — Apple, Google, eBay, Facebook, and dozens more. The Shopify miss is the centerpiece of this episode because it illustrates something specific: Bessemer didn't miss Shopify because the company was hiding or too early. They met Tobi Lutke. They understood the product. They passed because e-commerce tooling for small merchants seemed like a low-margin, high-support, easily-commoditized business. The misjudgment was structural, not informational. They had the data and drew the wrong conclusion.
Shaan's anti-portfolio segment is personal and more honest than most founders would be publicly. Passing on a company that later became worth a billion dollars is a specific kind of painful — you had the information, you made a decision, and you were wrong. Shaan's version of this is useful because he names the specific reasoning he used at the time, which makes the cognitive error traceable.
The "goal: avoid ruin" section reframes investment strategy around downside rather than upside. Most investor advice is about finding the next big thing. Bessemer's anti-portfolio teaches the opposite: the biggest risk is not missing upside — it is having a framework that systematically screens out the companies that are most likely to be transformative because they look dangerous by conventional metrics.
The outlier personality discussion is the most difficult part of the episode to operationalize. The claim is that the founders of transformative companies often have personality profiles that are actively off-putting in normal social settings — the same qualities that make them difficult colleagues make them unstoppable builders. The "can't overinvest in AI" thesis closes the episode as Shaan's current working hypothesis about the only current category where this lesson applies today.
Key Ideas
- →Bessemer's $140B Shopify miss: they had the information and the meeting — the misjudgment was structural, not informational, based on a framework that screened out what they were looking for
- →Anti-portfolios reveal cognitive patterns more clearly than portfolios do — studying your misses teaches more about decision-making quality than studying your wins
- →"Goal: avoid ruin" reframes investment strategy from chasing upside to identifying and removing the systematic biases that screen out transformative companies
- →Outlier personalities — founders who are difficult, obsessive, socially unconventional — are often screened out by normal evaluation frameworks for the same reasons that make them exceptional
- →Underestimating Uber: the repeated mistake of pricing in regulatory and political risk too heavily when the underlying consumer demand is demonstrably strong
- →You can't overinvest in AI: Shaan's current working thesis that AI is the one category where the Bessemer anti-portfolio lesson applies cleanest right now
Worth Remembering
Bessemer's Shopify miss explained specifically: they met Tobi, understood the product, and still passed — which is worse than never seeing it
Shaan naming the specific reasoning he used when he passed on his anti-portfolio companies — making the cognitive error traceable rather than abstract
The outlier personality frame: the qualities that make transformative founders difficult to work with are often the same qualities that make them unstoppable
"You can't overinvest in AI" — Shaan's most direct investment thesis statement of the year