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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…
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Think Like a Discoverer, Not a Builder: The Product Discovery Mindset
One of the biggest shifts in my product management career didn’t come from learning a new framework or mastering a prioritization technique. It came from changing how I thought. Early in my career, I believed my job was to find the best solution. Whenever a customer raised a problem or a stakeholder suggested an idea,…
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From Niche to Mainstream: How Product Positioning Evolves as Startups Grow
One of the biggest myths in product management is that once you’ve found the right product positioning, you’re done. You’re not. If there’s one thing I’ve learned from working on products and studying successful startups, it’s that positioning is not static. It evolves as the company evolves. The positioning that helps you win your first…