Reducing Churn From Credit Exhaustion in Freemium Products
Most credit exhaustion churn stems from poor product design, not running out of credits.
Mireille Okonkwo
Section
Consumption Curve Modeling
7 stories in Consumption Curve Modeling.
Seasonality and Spiky Demand in Credit-Based AI Products
Credit pricing absorbs AI's unpredictable usage spikes by decoupling payment from consumption.
Priya Subramaniam
Credit Consumption Metrics That Finance and Product Should Share
Shared credit metrics let finance and product stop building separate dashboards from the same data.
Tomás Guerrero-Ibáñez
Credit Burn Rate Patterns Across SaaS Product Categories
How consumption patterns differ across SaaS categories and what that means for your pricing model.
Dashiell Crane
Power User Consumption Segmentation for Credit Pricing Strategy
How power users destroy flat-rate AI pricing and why segmentation is the only fix.
Tomás Guerrero-Ibáñez
Cohort Analysis for Credit Consumption in Activation Funnels
Credit-based products need activation redefined as actual consumption, not just login behavior.
Dashiell Crane
Predicting Credit Exhaustion and Proactive Intervention Design
Real-time consumption tracking and automatic alerts prevent surprise bills and revenue leakage.
Tomás Guerrero-Ibáñez