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

  1. Pull usage distribution by segment.
  2. Define a usage mix for each tier.
  3. Estimate revenue at each mix point.
  4. Stress-test margin with high-usage outliers.
  5. 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.

Tools to use