This document summarizes Dan McKinley's talk at the Lean Startup Conference about using data-driven decision making at Etsy. Some key points: 1) In the early days of Etsy, product decisions were based on "coolest ideas" but later shifted to using A/B testing and metrics to evaluate ideas. 2) Examples show how estimating metrics like conversion rates and order values can help determine if ideas are worth pursuing. 3) This approach of using basic math and estimates led to systemic improvements in Etsy's sales and product decisions over time.