US Patent 11599898 Shopper valuation system and related methods

A shopper valuation system may include a user device associated with a given shopper, and a shopper valuation server. The server may obtain historical purchase data associated with shoppers at a given retailer, apply a machine learning algorithm to determine a corresponding shopper value for each of the shoppers, and obtain historical purchase data associated with the given shopper at the given retailer. The server may apply the algorithm to determine a shopper value for the given shopper based upon the historical purchase data for the shoppers and, the corresponding shopper values for the shoppers, and update the machine learning algorithm based upon the shopper value for the given shopper. The server may also communicate a notification to the user device soliciting the given shopper to enroll in a retailer loyalty program for payment to the given shopper of the shopper value for the given shopper.