Design an onboarding activation milestone
Pick an early outcome that predicts delivered value.
The scenario
A reporting app counts account creation as activation even when users never connect data.
A first verified report may better represent value. Compare retention for users who reach it and users who do not before making it a target.
Apply it to your own work
Define the milestone and timing, instrument it once, and test a guided path to help new accounts reach it.
What to watch for
Correlation does not establish that forcing the milestone improves retention. Some users have a valid alternative workflow.
Test whether the milestone predicts return
Compare 30-day retention for people who produce a first verified report within seven days with people who do not. Check whether plan, company size, or prior intent explains some of the difference.
Run a small onboarding change that helps customers complete the report and observe whether both milestone attainment and retention improve. Document who has a different path to value so their successful use is not misclassified.
Try a related tool
Find the share of eligible visits that completed a defined action. Count at most one conversion per visit for this calculation.
