What to test
- paywall headline, proof, and CTA copy
- monthly versus annual-first presentation
- onboarding placement and screen order
- offer timing and lifecycle moments
- holdout groups for measuring incremental impact
Experiment anatomy
Guardrails
- Keep premium access tied to entitlements.
- Test with QA apps or narrow rules instead of unsupported manual assignment overrides.
- Avoid changing too many payload keys in one experiment.
- Re-fetch or invalidate app UI state when identity changes.
- Treat experiment variant as analytics context, not as a customer permission.
Related docs
Launch Experiments
Plan, configure, test, and start an experiment.
Splitting Rules
Understand traffic, experiment keys, and user assignment.