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Unlike MMM, best in class MTA models estimate propensity to convert rather than demand and are therefore not directly applicable to forecasting. While demand curves can be inferred from MTA models, they typically do not have much validity at the campaign level and only inform tactical decision making at the sub-channel level without MMM’s ability to forecast or support strategic decision making.