Essay · 10 min read

Is Your Website a Leaky Bucket? 4 Scenarios for User Retention

Andrew Chen Free Intermediate

Chen frames the exact trap you are in: pouring signups into a bucket that leaks, where more acquisition just wastes more water. He lays out scenarios that separate an onboarding leak from a deeper product leak, which is the fork in your question. It is the reason 'fix activation before you touch acquisition' is the right order of operations.

  • Acquisition is pointless until the bucket stops leaking
  • You cannot A/B test or notify your way out of bad retention
  • Diagnose whether the leak is early activation or ongoing value

It answers 2 questions

  1. How do I know when something we shipped is actually working versus just launched?
  2. My MVP works but nobody sticks around after signing up. How do I diagnose whether it's a product problem or an onboarding problem?

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