6 articles
Product ResearchA structured churn interview protocol for SaaS companies — how to recruit churned customers, ask questions that surface real reasons, and turn exit data into retention strategy.
ActivationActivation step creep — the silent accumulation of onboarding steps — halves activation rates without triggering a single alert. Learn to identify it, quantify the damage, and reverse it with a structured step audit.
AnalyticsWhat causes the cliff pattern in SaaS cohort retention curves, how to read it in a retention matrix, industry benchmarks for acceptable cliff depth, and the interventions that move the cliff upward.
RetentionHow the onboarding cliff reveals itself as a distinct cohort signal in SaaS retention data — what it looks like, how to measure it, how it differs from product-fit churn, and what interventions actually move it.
RetentionDiscover how mismatching trial length to time-to-value creates structural post-conversion churn. Learn to diagnose phantom conversions, trial attrition, and how to align trial design to your product's TTV.
Growth StrategyA 3% monthly churn SaaS growing 15% MoM loses to 1% churn growing 8% in ceiling math. Learn the Growth Ceiling formula, the convergence examples, why retention ROI beats acquisition ROI at sub-$500K MRR, and the counterintuitive case where accepting higher churn to grow faster is correct.