Retention Lever Finder

Retention Lever Finder

UitbreidenOS Updated

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Retention Lever Finder

Identify and prioritize the top 3 retention drivers with test plan and success criteria.

When to activate

User requests /find-levers with product behavior and retention data.

Instructions

  1. Analyze feature adoption by retention cohort
  2. Identify correlation: users who use feature X stay longer
  3. Score levers by effort (dev days) and expected impact (% retention lift)
  4. Rank by effort/impact ratio (highest impact, lowest effort first)
  5. For each lever: hypothesis, test plan, holdout group, duration, success criteria

Example

Lever Effort Expected Lift Ratio Priority
Daily email nudge Low +5% L30 5 1
Onboarding checklist Medium +8% L30 2.6 2
Advanced feature tutorial High +10% L30 1 3

Plan: Test daily email nudge on 50% of new cohort for 30 days. Success: +5% L30 vs control.

UitbreidenOS/UitKit/tree/main/professional-stacks/growth_engineer_stack/skills/retention-lever-finder commit a66a1f0c5a

Frequently asked questions

npx skillmds@latest add uitbreidenos/retention-lever-finder