Interactive KPI Tree &
Leverage Calculator.
Decompose monthly profitability into sub-metrics. Simulate optimizations across retention, engagement, conversions, and acquisition to identify the highest leverage points.
Funnel Inputs
Financial Drivers outcomes
| Monetization Lever (Input) | Profit Change | Leverage Priority |
|---|
The logic of driver leverage.
Product priority conflicts are mathematically solvable. By tracing levers through the KPI tree, we isolate the metrics that command the highest bottom-line leverage.
Month 1 carryover
Retention carryover is the ultimate funnel multiplier. Elevating MoM retention from 20% to 30% increases active user steady-state by 14% without requiring a single dollar of additional user acquisition spend.
IAP Conversion Threshold
Purchasing intent is highly sensitive to price structures. Moving IAP conversions by 0.5% (e.g. from 1.5% to 2.0%) delivers a 33% revenue surge on all in-app store transactions.
Ad Density Limits
Ad frequency creates a direct tradeoff with user active lifespan. Adding too many interstitials increases short-term ARPU but accelerates churn, reducing long-term active MAU volumes.
UA Arbitrage Spreads
The UA budget is a capital float system. CPA limits determine your scaling speed. High organic K-factors reduce your blended eCAC, creating margin arbitrage loops.
Build a decision-grade KPI framework.
Product teams regularly waste millions of dollars of engineering capacity prioritizing features that offer low commercial leverage. We structure clean, math-validated KPI frameworks, map cohort economic trees, and align analytics priorities with capital-reinvestment loops.