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The First Success Matters Most: Why Activation Is the Foundation of Customer Retention
Early in my product management career, I was obsessed with retention. Every month, I monitored retention curves, analyzed churn reports, and brainstormed ways to bring inactive users back. We discussed loyalty programs, new features, and re-engagement campaigns. But despite all that effort, retention barely moved. It wasn’t until I looked further up the customer journey…
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Features Are Easy. Outcomes Are Hard: A Product Manager’s Perspective on Delivering What Truly Matters
One of the biggest mindset shifts in my product management career came when I stopped measuring success by what my team shipped. For a long time, I treated delivery as the finish line. The feature was built. The tickets were closed. The release notes were published. On paper, everything looked successful. But a few weeks…
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When Winning Isn’t Really Winning: Looking Beyond Statistical Significance in Product Experiments
One of the first A/B tests I was involved in looked like a success. The experiment reached statistical significance. The dashboard was full of green indicators. The new variation outperformed the control, and everyone was eager to roll it out. A few weeks later, we looked at the broader product metrics. Nothing had really changed.…
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Stop Chasing Signups: Activation Experiments That Actually Work
One of the biggest mistakes I made early in my product management career was celebrating signups. A new release would go live, registrations would increase, and everyone felt optimistic. But a week later, I would look at the dashboards and notice something worrying. Most of those new users never came back. That’s when I realized…
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The Biggest Discovery Mistake I Made: Looking for Validation Instead of Learning
One of the hardest lessons I learned as a Product Manager came from a feature that everyone believed would be successful. The customer requests were there. Stakeholders were excited. The team was confident. When we started product discovery, I wasn’t really trying to understand the problem. If I’m honest, I was trying to prove that…