2 min lesson
Run conversion experiments properly
Answer "Why is 'signed up' the wrong definition of activation for Cursor and what would you use instead?" Use one lesson detail to support it.
Step 1 of 3
Run conversion experiments properlyhypothesis, metric, iterate
- 1State a hypothesis. "Surfacing Agent on the first opened file will raise first-week activation" - specific and falsifiable.
- 2Pick one metric. The activation or conversion rate you're trying to move, decided before you ship the change.
- 3Change one thing. Isolate the variable so the result is attributable, not a guess about which of five changes worked.
- 4Read and iterate. Keep what moved the metric, kill what didn't and write down the learning for the next experiment.
Acquisition flatters you; retention tells the truth. A developer who's still in Cursor on day thirty validated the whole funnel - the launch, the onboarding and the product. So weight retention messaging accordingly: reinforce the habit, surface advanced capability once the basics stick and treat a churned developer as a question (what did they not reach?) rather than a lost number.
When the conversation turns to metrics or experiments, name a concrete Cursor activation moment - first accepted Tab or first successful Agent task - and design an experiment around it with a hypothesis and a single metric. Specificity here signals genuine product fluency and that you think past launch day into the funnel, which is exactly the end-to-end ownership the JD describes.
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Optional practice