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Jimmy Investor's avatar

Thank you so much for the invitation, Alex! It was a pleasure to take part. I hope I was able to add value to your audience. Cheers!

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Robots and Chips's avatar

Outstanding collaboration! The strategic finance crossover is spot on - Duolingo is one of the rare companies where product design and financial outcomes are inseperable. Your identification of motivation (not content) as the bottleneck perfectly frames why MOOCs failed while Duolingo scaled to 88M MAUs. The distinction between horizontal scaling (more courses) versus vertical scaling (deeper engagement per user) is crucial - DAU/MAU improving from 23% to 30% demonstrates compounding attention economics that most SaaS companies can't touch. The financialization of behavioral design is elegant: gamification drives retention → retention generates data → data improves personalization → personalization drives conversion. That's not just a flywheel, it's a self-improving asset with increasing marginal returns. Your point about minimal capex (<$15M/year) while achieving 27% FCF margins shows operating leverage that rivals pure software plays. The strategic clarity here is remarkable - Duolingo redefined the battlefield from credential delivery to habit formation, which fundamentally changes the competitive landscape. Looking forward to seeing how AI (Duolingo Max) continues to expand pricing power. Thanks for this insightful synthesis!

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