Usage Mix Modeling
Model usage mixes by segment to set tiers and overage rates.
Quick checklist
- Segment usage patterns by plan and size.
- Model p50 and p90 usage mixes.
- Align included usage with activation goals.
- Use tiers to manage heavy users.
- Update the mix quarterly.
Step-by-step
- Pull usage distribution by segment.
- Define a usage mix for each tier.
- Estimate revenue at each mix point.
- Stress-test margin with high-usage outliers.
- Adjust tiers or caps to stabilize margins.
What to watch
- High-variance usage needs clearer tiers.
- Underpriced overages lead to churn risk.
- Hidden usage drivers break forecasts.
Common mistakes
- Using a single average for all segments.
- Ignoring seasonal usage spikes.
- Mixing trial usage with paid usage.