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Onboarding funnel
Activation lifted 14% in 6 weeks with one A/B test.
AI spotted drop-off at step 3 and generated the winning hypothesis — validated in under 2 weeks.
8
Experiments run
over 6 weeks
78%
Avg confidence
per recommendation
+14%
Activation lift
confirmed winner
P1 · A/B Test · 84% confidence
Adding a progress bar to the onboarding flow increases activation by an estimated 12–18% based on 3 cohort signals.