Dropout Rate Estimator
Model the relationship between data requests and abandonment.
Engineering Tools
Quantitative models for onboarding mechanics. Calculate the real cost of friction.
Form Friction Index
Quantify the cognitive load of your signup flow.
SSO Wall Cost
Calculate the conversion cost of gating core utility behind auth.
Password Friction
Measure abandonment caused by aggressive regex requirements.
Tooltip ROI
Estimate the negative impact of product tours on retention.
Empty State Conversion
Model the uplift of adding sample data to a zero-state.
Paywall Positioning
Determine optimal paywall placement via sunk-cost modeling.
Async Import Cost
Calculate the churn caused by synchronous loading screens.
Permission Pre-Prompt Lift
Model the acceptance rate of OS permissions based on context.
Total Onboarding ROI
Calculate the compounding revenue impact of a 1% activation increase.