Snapshot · My First Million
O'Shaughnessy research found that direct indexing harvested over 400 basis points in tax losses during the Q1 2020 market crash, with the portfolio matching index performance when markets recovered.
Where this was said
At 19:48 · chapter starts 18:46
It's the most obvious question in the room, and Sam Parr asks it directly: if you're telling everyone to own index funds, why should anyone pay you? Ritholtz's answer is disarmingly honest — they shouldn't, and the firm has said so publicly from day one. [1] — Barry Ritholtz "Direct indexing — buying the individual components of an index in proportion — lets you harvest tax losses from the 20–40% of stocks that a…" 18:00 Their whole content brand is 'do it yourself, you don't need us.' The clients who actually hired them — about 0.01% of their readership — did so because their financial lives had complexity that required curation: tax issues, estate planning, concentrated positions from founder stock or IPO shares, high capital gains exposure. This is where direct indexing enters the conversation. By owning index components individually rather than through a fund, Ritholtz's team can harvest tax losses from the 20–40% of stocks that are always down in any given year, picking up 75–85 basis points annually — and over 400 basis points in crisis quarters like Q1 2020. The real product, he concludes, is organizational alpha: being the quarterback who minimizes taxes, manages estate complexity, and keeps clients from making bad decisions in volatile markets.
Sam built Algrow from zero to $14,000 in monthly revenue within just six months of shipping his first MVP.
Algrow reached over 10,000 users in roughly six months, driven almost entirely by organic Discord community growth.
Sam acquired his first 400 users entirely through Discord communities, without paid advertising or traditional outreach.
Algrow added exactly 480 new paying customers in its most recent month, demonstrating strong ongoing growth.
Sam's Stripe dashboard showed over £10,000 in revenue in the last four weeks, equivalent to roughly $13,000–$14,000 USD.
Sam gave all early users free access so they could show the tool to friends, turning them into live demos and advocates who helped the product spread virally.
By silently screen-sharing his tool in Discord voice chats rather than posting links, Sam attracted curiosity without violating no-self-promo server rules.
Before building Algrow, Sam and two friends made over $10,000 in revenue through affiliate marketing for RizzApp by posting faceless texting story content.
Bhanu grew SiteGPT to $13,000 monthly recurring revenue entirely through organic channels, spending nothing on paid marketing.
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