Episode Summary
Executive Summary: Clay Fink and Sean O’Malley discuss the Intrinsic Value Podcast’s research process and portfolio-building approach, then deep-dive into why Reddit and Uber were added. Sean argues both are misunderstood, cash-generative, and benefiting from strong operating leverage: Reddit from high-intent ads and AI/data licensing, Uber from network effects, delivery/ads, and potential AV partnerships rather than disruption.
Main Topics: Intrinsic Value Podcast research process (Priority: 5/5): Sean explains how he and Daniel compress 40-50 hours of research into a 60-90 minute episode, build valuation models, and use the show to practice disciplined qualitative and quantitative investing while transparently building a portfolio. How investment ideas are sourced (Priority: 4/5): Sean says there is no single formula; ideas come from personal curiosity, screens, conference conversations, listener suggestions, forums, and even noticing apps he uses often. The process evolved as his confidence and pattern recognition improved. Reddit investment thesis (Priority: 5/5): Reddit is presented as a highly valuable corpus of human conversation with over 100 million daily active users, strong cash flow, rapidly rising revenue, and uniquely targeted ad inventory based on subreddit intent. Additional upside comes from AI/data licensing and potential commerce features. Reddit monetization, ads, and platform quality (Priority: 4/5): Sean argues Reddit’s ad product is still improving but has huge room to grow because advertisers can target communities by intent rather than individuals. Moderators and community structure reduce content moderation burdens and may support margin expansion. Uber investment thesis and autonomy debate (Priority: 5/5): Uber is described as a high-quality, increasingly profitable platform whose market still undervalues its earnings power because investors fear autonomous vehicles. Sean argues AVs are more likely to plug into Uber’s network than replace it. Uber advertising and adjacencies (Priority: 4/5): Uber’s fast-growing ad business and Uber Eats are highlighted as important profit drivers. Ads can be sold across search, homepage, and in-ride surfaces, and the business can gain incremental margin as monetization scales. Valuation and portfolio construction (Priority: 4/5): Sean explains that both Reddit and Uber were sized according to uncertainty and downside risk. He uses multi-year operating profit estimates and exit-multiple ranges rather than pretending to forecast 30-year cash flows precisely.
Key Arguments: The show’s value is in condensing a first-pass deep dive into a public, repeatable research process that helps listeners decide whether to go deeper or pass. Sean’s confidence in investing improved through repetition: valuing 30+ companies sharpened his ability to spot operating leverage, margin trends, and conversion to free cash flow. Reddit is attractive because its content and community structure create unusually high ad intent; subreddits let advertisers reach users in a highly relevant context. Reddit is still under-monetized relative to peers like Meta, so it does not need to match Meta’s ad efficiency to deliver meaningful upside. Reddit’s AI/data licensing is additive, not the core thesis; the main bull case remains advertising and ongoing user growth. Uber’s current business is stronger than many assume: it has scaled to profitability, improved margins, and has multiple monetization levers including rides, Eats, subscriptions, and advertising. Autonomous vehicles may strengthen Uber rather than destroy it because Uber provides flexible demand aggregation and supply routing that AV companies would struggle to replicate on their own. Uber’s network effects and variable supply model make it hard for competitors to match price, wait times, and geographic coverage without massive capital inefficiency. Both stocks are volatile and speculative relative to mature businesses, so position sizing and entry price matter more than simple label-based opinions. Sean’s valuation framework focuses on future earnings power and a reasonable multiple at maturity, not just current earnings or headline price-to-sales metrics.
Data Points: Companies covered on the show: 30+ - Sean said he and Daniel have covered more than 30 companies in depth. Research compressed into each episode: 40-50 hours into 60-90 minutes - The duo aims to distill a large research process into a single episode. Intrinsic Value portfolio target holdings: ~20 - Sean said the publicly built portfolio is intended to reach around 20 holdings. Current holdings at recording: 8 - Clay noted the portfolio sat at eight holdings during the conversation. Reddit daily active users: 108 million - Most recent earnings report cited during the discussion. Reddit DAU growth: 31% year over year - Clay cited Reddit’s reported daily active user growth. Reddit revenue growth: north of 60% annually - Clay described Reddit’s top-line growth as greater than 60% annually. Reddit operating margin (Q4 2024): 12% - Sean cited this as evidence of operating leverage. Reddit prior operating margin: -35% - Sean compared current margins to only two or three years ago. Reddit margin swing: 47 percentage points - Calculated from -35% to 12% operating margin. Reddit revenue CAGR: almost 40% per year - Sean referenced revenue growth over the last three years. Reddit market cap at first serious look: about $13 billion - Sean said the stock looked cheap relative to Snapchat at that time. Reddit current market cap: around $20-25 billion - Clay referenced a current market capitalization in this range. Reddit stock move since first buy: doubled - Sean said the stock had doubled since he and Daniel first bought it. Reddit IPO price: $34 per share - Sean said he had the chance to participate in the IPO at this price. Reddit IPO opening price: about $46 per share - Clay noted the stock opened above the IPO price. Reddit current share price at recording: around $142 per share - Clay cited the share price during the episode. Reddit international user growth: 40% YoY - Sean said international users grew 40% year over year last quarter. Reddit supported languages: 13 - Sean said machine translation now makes content accessible in 13 languages. Reddit advertising mix: ~90% of business - Clay noted advertising accounts for about 90% of revenue. Uber U.S. ride-hailing share: 75% - Clay referenced Uber’s dominant U.S. ride-hailing position. Uber U.S. ride-hailing share for Lyft: 25% - Clay contrasted Uber with Lyft. Uber revenue growth: 28% per year over the last five years - Sean cited long-term revenue expansion as evidence of quality. Uber operating margin change: almost tripled in the last year and a half - Sean used this to show recent profitability inflection. Uber valuation multiple: 18x expected free cash flow - Sean said the market was pricing Uber at roughly this level. Uber ad run-rate: $1.5 billion annualized - Clay cited Uber advertising revenue at run-rate level. Uber ad growth: 60% year over year - Clay said advertising was growing very quickly. Uber Eats revenue: $14 billion - Clay noted Uber Eats as a major business segment. Uber enterprise value: around $200 billion - Clay referenced Uber’s enterprise value. Uber free cash flow: around $8 billion - Clay referenced current free cash flow and noted SBC concerns. Uber entry price Sean preferred: at or below $70 per share - Sean said this is where the stock looked attractive to him. Uber trading price at recording: north of $90 per share - Sean said the odds were less favorable above this level. Uber target holding period: 5 years - Sean described this as the minimum target horizon in the portfolio. Uber valuation range used: 18x to 30x operating profits - Sean’s conservative-to-reasonable exit multiple range for a more mature Uber. Big Sky summit timing: later in September - Mentioned as an audience event for the TIP community.
Pivotal Quotes: "Our job is to condense the first 40 to 50 hours of the investment research process down to a 90-minute podcast." — Sean O’Malley: Describing the mission of The Intrinsic Value Podcast "Reddit is basically over 20 years of being front page of the internet... this unrivaled corpus of human experience." — Sean O’Malley: Explaining why Reddit’s data and communities are valuable for ads and AI "I see them as being more like a renewable energy source that sort of rounds out the grid on the margins." — Sean O’Malley: Describing how autonomous vehicles could complement Uber rather than replace it
Implications: Listeners are encouraged to think like business analysts, not headline readers: both Reddit and Uber may be misunderstood by the market, but their upside depends on execution, monetization, and how new technologies like AI and AVs reshape their moats.
About We Study Billionaires
We interview and study famous financial billionaires, including Warren Buffett, Ray Dalio, and Howard Marks, and teach you what we learn and how you can apply their investment strategies in the stock market. We Study Billionaires is the largest stock investing podcast show in the world with 180,000,000+ downloads and is hosted by Stig Brodersen, Preston Pysh, William Green, Clay Finck, and Kyle Grieve. This podcast also includes the Richer Wiser Happier series hosted by best-selling author Wi...