Browse Case Studies

Wise is an international money transfer platform that has achieved extraordinary word-of-mouth growth, with 70% of new customers discovering the product through referrals. The company grew from 16 million customers to acquiring 1 million per quarter by focusing relentlessly on three product pillars—price, speed, and ease of use—and measuring customer advocacy through NPS to drive product decisions rather than traditional A/B testing.

This is an interview with Sachin Consul, Chief Product Officer at Uber, discussing his product philosophy centered on extreme dogfooding and a 'ship, ship, ship' mentality. Over his 8+ years at Uber, Sachin has personally completed 700-800 driving and delivery trips while also taking 5-10 Uber rides weekly and ordering 3+ Uber Eats meals weekly, using these experiences to identify product improvements and maintain deep empathy for drivers and couriers. He emphasizes the importance of cutting decision-making cycle time, running daily standups during critical periods, requiring live product demos for launches, and operationalizing dogfooding through quarterly competitions and fix-it OKRs that commit to resolving 300+ user-reported issues per team per half-year.

Intercom, a 14-year-old customer communication SaaS business making hundreds of millions in ARR, faced declining growth and nearly hit zero net new ARR before pivoting to AI-first agents (Fin). Six weeks after GPT-3.5 launched, Owen McCabe led a dramatic organizational transformation—cutting costs, firing 40% of employees, and betting ~$100M on AI—resulting in Fin growing 300%+ annually and reaching eight-figure ARR with a path to $100M+ ARR within three quarters.

Lovable is an AI-powered vibe coding platform that launched in November 2024 and hit $200M ARR in under one year with 8M+ users, making it one of the fastest-growing SaaS companies in history. Elena Verna, Head of Growth, attributes the explosive growth to building in a hot emerging category, creating a genuinely lovable product experience, heavy reliance on word-of-mouth and founder/employee social media, and a unique approach to growth that prioritizes shipping new features and building in public over traditional optimization. The company maintains growth through constant product iteration, influencer marketing, and a culture of high-agency hiring that enables rapid experimentation.