The optimization system monitors a mobile phone user's behavior in response to an offer for a reward and determines a good level for a product promotion. The determination may be made based upon the user's current response, past response patterns to various reward levels or a correlation between a user's behavior and the behavior corresponding to a class of users. The system can determine an offer level that maximizes the return on the profit or revenue from a potential purchase for which the offer applies.