The paywall is the highest-leverage screen in a subscription app. Yet most teams change it once a quarter, guided by vibes.
Measure revenue, not clicks
A variant that gets more taps but fewer dollars is a loss. Optimize for revenue per impression, and let significance testing tell you when a result is real.
Change without shipping
Over-the-air paywalls mean you can run a test today and promote the winner tomorrow - no binary, no review queue. That cadence compounds.
- Test one variable at a time
- Give each test enough traffic to reach significance
- Roll out winners, archive losers, repeat
Done consistently, this is one of the most reliable growth levers you have.
