Anu Hariharan – Lessons in Growth Investing - [Invest Like the Best, EP.198]

Episode Summary

Executive Summary: Patrick O'Shaughnessy interviews Anu Hariharan of YC’s Continuity Fund on how growth investors should underwrite business models, marketplaces, and digital transformation. She explains why business-model analysis beats industry labels, why growth-stage diligence emphasizes upside and founder quality, and where big new markets are emerging globally.

Main Topics: Business models over industries (Priority: 10/5): Anu argues tech companies cluster by monetization model, not sector, making model analysis more predictive. Marketplace dynamics and hard sides (Priority: 9/5): She shows how winners win by subsidizing the hardest side at each stage, using Airbnb and DoorDash. Growth-stage diligence (Priority: 10/5): At B/C, she focuses on clarity of thought, scaling ability, grit, and performance to date. International startup opportunities (Priority: 8/5): India, Indonesia, and Latin America are highlighted as large, underpenetrated markets for tech. Hard tech investing framework (Priority: 8/5): Boom Supersonic illustrates her four-bucket view: science, engineering, market, and funding risk. Organic growth and network effects (Priority: 9/5): She prefers product-led and viral growth, where the product itself creates acquisition and retention. Valuation and upside underwriting (Priority: 8/5): Growth valuation is about exit math and dollar returns, not just ownership percentage.

Key Arguments: Business model matters more than industry because metrics and unit economics repeat across sectors. DoorDash won by starting in suburbs, where delivery demand and driver supply were both better. Marketplaces must identify the hard side and subsidize it; the hard side can change over time. Growth diligence stresses founder clarity, ability to scale, and resilience after multiple near-death moments. International startup ecosystems are globalizing; YC now sees far more non-US founders. LATAM is attractive because e-commerce penetration is still only 4% despite strong order values. Hard tech can be investable when science risk is low and engineering/commercial risks are manageable. Growth investors should spend more time on upside cases than bear cases to avoid missing grand slams. Product-led growth is the best growth because it compounds organically and reduces paid acquisition dependence. Valuation at growth is about expected exit value and fund-level dollar return, not just entry ownership.

Data Points: YC startups headquartered outside the US: 27% - Share of 2,500+ YC startups headquartered outside the US YC startups outside the US in recent batches: at least 40% - More recent YC batches India GDP per capita: $2,000 to $2,500 - Reason cited for lower historical willingness to pay India GDP per capita expected this decade: at least to $5,500 - 2020 to 2030 expectation LATAM population: 650 million - Market size discussion for Latin America LATAM internet penetration: 70% - Latin America market discussion LATAM GDP per capita: $9,700 - Compared with China in the transcript Chile/Argentina/Uruguay GDP per capita: $12,000 to $15,000 - Higher-income Latin American countries LATAM cities with high density: 200 cities - Used to argue distribution potential LATAM e-commerce penetration: 4% - Pre-COVID figure China e-commerce penetration: 22% - Pre-COVID comparison US internet penetration: sub 20% in 2019 - Pre-COVID US internet economy discussion US internet penetration: 27% - April reports cited during the episode Total global market cap: $85 trillion - Pre-COVID baseline used in digital transformation argument Internet economy enabled businesses: less than 10% - Pre-COVID share of global market cap Projected global market cap: $450 trillion - 2045 estimate referenced Projected internet economy share: 15% - 2045 share expectation Projected internet economy size: $60 trillion - From 8T to 60T thesis US B2B wholesale e-commerce market: $16 trillion - One of the biggest untapped digital markets US B2B wholesale transactions online: less than 8% - Current penetration level B2B wholesale transactions via phone/fax: 49% - Illustrates offline legacy behavior Fair retail market served: $670 billion - Example of a vertical marketplace opportunity Monzo customers: 4.5 million - Example of product-driven growth Monzo UK market share: close to 8% - Challenger bank scale Monzo NPS: > 70 - Publicly reported customer satisfaction metric DoorDash market leader timeline: four years after Uber Eats launch - Illustrates that outcomes can differ from consensus DoorDash retention insight: 70% - Customers stay for selection, per transcript Rappi order value: close to $20 - LATAM marketplace economics US food delivery blended order value: $30, $35 - Comparison point for LATAM LATAM delivery cost as share of order value: less than 10% - Supports strong unit economics US gross fees spent on delivery: 50% - Contrasted with LATAM efficiency Qualcomm deployment context: pre-iPhone - Anu’s engineering background BCG private equity case range: 5 years - She spent five years in PE practice before venture YC companies funded: 2,500 - Evidence for broader ecosystem observations YC companies with >$1B valuations: 20 to 25 - Used to stress how rare large outcomes are US developer shortage: 200,000 to 500,000 needed annually - Edtech opportunity discussion US computer science graduates: less than 50,000 - Mismatch driving Lambda School thesis Asset manager investors at YC demo day: close to 2,000 - Illustrates growing investor crowding Growth-stage investors who can write $100M+ checks: 10 to 15 - Scarcity at the growth stage

Pivotal Quotes: "I think there are about nine to 10 business models that really are the most common across tech businesses." — Anu Hariharan: Why she analyzes startups by business model rather than industry "At every stage of the marketplace, you have to always ask yourself, which is the hardest side today?" — Anu Hariharan: Her framework for marketplace subsidy and scaling decisions "If you're a growth investor, you should spend 70% of your time telling me what's your 20% upside probability case." — Anu Hariharan: Her emphasis on upside underwriting over downside analysis

Implications: Listeners should treat the next wave of venture returns as a function of underpenetrated markets, product-led growth, and disciplined upside thinking rather than consensus sector bets.