Tag
#growth-loop
9 playbooks tagged #growth-loop.
- growth 10 minutes · advanced
Predict churn 30 days before it happens
Build a behavioral early-warning system that flags at-risk users while there's still time to save them. No ML team required.
#retention#churn#cohorts#analytics - growth 5 minutes · intermediate
Measure referral quality, not just invites
Track invite sent, invite accepted, activation, and retention so product teams know whether referrals create valuable users.
#analytics#referrals#activation#retention - growth 1 hour to set up, 7 days for signal · intermediate
A/B test which discount converts best
Run a flag-controlled A/B test on coupon size. Measure conversion AND revenue-per-visitor — because bigger discount doesn't always mean more revenue.
#analytics#ab-testing#coupons#pricing - growth 10 minutes · advanced
What behaviors predict an account will upgrade?
Compare upgraders vs flat users from last quarter. Find the pre-upgrade behaviors that most strongly predict expansion.
#analytics#expansion#cohorts#b2b - growth 5 minutes · intermediate
How fast was the new feature picked up?
Track time-to-first-use for a newly launched feature, split by trial vs paying user. The 2-week post-launch reality check.
#analytics#feature-adoption#launches#product - growth 1 hour setup, 14 days for signal · intermediate
A/B the free-shipping threshold
Flag-controlled test of free-shipping at $50 vs $75. Compare AOV and order volume — the threshold quietly determines your AOV and is usually mistuned.
#analytics#ab-testing#pricing#ecommerce - growth 1 hour setup, 14 days for signal · intermediate
Test a post-purchase upsell screen
Flag-controlled test of the post-purchase upsell. Measure repeat-purchase rate vs control — these moments have ~5x conversion of normal browsing.
#analytics#ab-testing#post-purchase#ecommerce - growth 10 minutes · intermediate
Run a pricing A/B test with zero infrastructure
Spin up a feature-flag-controlled price experiment with conversion tracking in one prompt. Real A/B testing, no Statsig migration.
#feature-flags#ab-testing#pricing#mixpanel-alternative - debugging 10 seconds · beginner
Find the bugs 5 people hit but no one reported
Surface real errors that affect multiple users but never get filed as tickets. The biggest source of silent churn.
#errors#oncall#retention#saas