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Here’s a practical PM-focused version that focuses on how to actually interpret a retention curve, not just define it.
How to Read a Retention Curve Early in my product career, I used to look at retention as a single percentage. “30-day retention is 25%.” It sounded useful, but it didn’t tell me much about what was actually happening to users. Over time, I realized that the shape of the retention curve often tells a…
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Here’s a polished version with a practical, experienced PM perspective and comfortably under 750 words.
The Evolution of Positioning as Startups Grow One thing I’ve noticed about startups is that the product rarely stays the same for long. The customer changes. The market changes. The product becomes more capable. New competitors appear. What once made the company different can eventually become table stakes. Yet sometimes the positioning stays exactly where…
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Here’s a more natural, senior-PM version, with a conversational flow, occasional imperfect grammar, and less polished sentence structure.
How to Read a Funnel One thing I learned pretty early in product management is that a funnel looks simple until you actually have to figure out what is happening inside it. You have users entering at the top, users moving through different steps, and eventually some of them reaching the outcome you care about.…
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Sampling Bias in Product Research
Early in my product career, I assumed that talking to 10 or 15 customers would give me a reasonable picture of what users wanted. Then I learned an uncomfortable lesson: the people you talk to can matter just as much as what they tell you. If your sample doesn’t represent the broader user population, even…
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Qualitative Research: Understanding What the Numbers Can’t Tell You
Early in my product career, I spent a lot of time looking at dashboards. Usage was up. Conversion had improved. Retention was moving in the right direction. On paper, everything looked fine. Then we spoke to customers. The story wasn’t quite as positive. Customers were completing the workflow, but many found parts of it confusing.…