Saw a junior analyst present a 2% conversion lift on a $500K spend campaign. My first thought: "What was the sample size?" Then I remembered my first big swing at Meta, pushing a new ad format. We poured $100K into it for a week, targeting a niche audience. It tanked. Zero lift, just wasted cash and a few angry emails. That day taught me to always obsess over the data *before* scaling.