Glossary/Measurement & Attribution/Model Calibration (MMM Calibration)
Measurement & Attribution
Model Calibration (MMM Calibration)
Adjusting or constraining a marketing mix model using results from lift tests or experiments so its channel estimates reflect measured incrementality.
By Brandon Mina·CEO, BrandPilot AI·Updated November 2026
Short answer
Model calibration, in marketing mix modeling, is the process of adjusting or constraining a model using results from lift tests or experiments so its channel estimates reflect measured incrementality. Because MMMs rely on correlations in historical data, calibration anchors them to causal evidence, improving the reliability of budget recommendations.