Abstract: To assist in patent searching a description includes a consumer purchasing behavior profiling system having aspects including consumer profiles formed and updated based on a variety of data. Advertisers access to send targeted advertising messages to the consumers. Aspects include advertising information together with incentive level and mix being correlated with the consumer profile to produce a measure of the applicability of the ad to that consumer and the probability of converting that consumer. Other aspects include determining the mix of ad information, incentive level and type, and product offering that will be required to convert an ad viewer to a buyer. Aspects focus on using wireless devices with consumers. Other aspects reside in methods of using electronic coupons distribution and redemption to collect additional data points necessary to understand the consumer's purchasing decision process and factors that influence the purchasing decision.

Abstract: To assist in patent searching a description includes a consumer purchasing behavior profiling system having aspects including consumer profiles formed and updated based on a variety of data. Advertisers access to send targeted advertising messages to the consumers. Aspects include advertising information together with incentive level and mix being correlated with the consumer profile to produce a measure of the applicability of the ad to that consumer and the probability of converting that consumer. Other aspects include determining the mix of ad information, incentive level and type, and product offering that will be required to convert an ad viewer to a buyer. Aspects focus on using wireless devices with consumers. Other aspects reside in methods of using electronic coupons distribution and redemption to collect additional data points necessary to understand the consumer's purchasing decision process and factors that influence the purchasing decision.