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Goes past the single aha metric to a three stage model (setup, aha, habit) with Apollo.io and Appcues case studies, plus the failure modes: no retention correlation, and changing the metric every quarter.

How to Measure Onboarding: Advanced Topics in Activation Metrics

From Product Growth by Aakash Gupta and Ramli John 25 min read

  • Break activation into three stages, Setup, Aha and Habit, instead of one 'X in Y days' metric.
  • Appcues lifted activation from under 2 percent to 25 percent by cutting onboarding into smaller steps.
  • At Appcues, users who talk to a human are 2 to 3 times more likely to activate sooner.
  • For one B2B company, Facebook and Instagram signups activated up to three times worse than organic.
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