Article

Cohort Retention Analysis: How to Separate Real Users From AI Tourists

Userpilot · userpilot.com

Warns how AI-driven signup waves distort early retention data.

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The question it answers

  1. Which metrics should my startup track, and how can AI help me stay on top of them?

Read with it

  1. YC's canonical answer to which numbers matter and how to use them in decisions. ycombinator.com Guide Key Startup Metrics (YC Startup Library) Y Combinator (Tom Blomfield)
  2. Video B2B Startup Metrics (Startup School) Y Combinator
  3. Video Consumer Startup Metrics (Startup School) Y Combinator
  4. Video Adora Cheung: How to Set KPIs and Goals Y Combinator
  5. The short written version to revisit each planning cycle. ycombinator.com Guide How to choose a metric and set your KPI Y Combinator
  6. Fresh retention benchmarks including the AI-era 'smiling curve' phenomenon. a16z.com Article Retention Is All You Need Andreessen Horowitz
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