Systems and Methods Regarding Point-of-Recognition Optimization of Onsite User Purchases at a Physical Location

Systems and methods are described for a point-of-recognition optimizer system configured to optimize onsite user purchases at a physical location. In various aspects, a purchasable-unit identifier (ID) may be received via a computer transmission, where the purchasable-unit ID, as identified by an optimizer device, is associated with a recognized purchasable-unit located onsite with the optimizer device. Based on the purchasable-unit ID, a plurality of competing purchasable-units may be identified, where the plurality of competing purchasable-units includes the recognized purchasable-unit and one or more additional purchasable-units, which may be either onsite or offsite purchasable-units. An offer is transmitted via a second computer transmission for an offered purchasable-unit to the optimizer device where the offer originates from an outbidding purchasable-unit distributor, and where the outbidding purchasable-unit distributor outbid other competing purchasable-unit distributors, each distributor corresponding to the plurality of competing purchasable-units, for an opportunity for the optimizer device to receive the offer.