Abstract: A method including receiving data including an impression value and an attribution value for a list item in an advertising campaign is provided. The method includes correlating the data with multiple advertising attributes of the advertising campaign to identify a salient attribute for an expected result of the advertising campaign. The method also includes modifying the salient attribute in an advertisement payload for the list item and providing the advertisement payload including the salient attribute to a server in a network for distribution among users communicatively coupled to the network. A system and a non-transitory, computer-readable medium storing instructions to cause the system to perform the above method are also provided.

Abstract: A method for generating and handling optimized consumer segments is provided. The method includes receiving, in a server, a raw data from consumer devices, refining the raw data to capture a data pattern, and predicting a consumer behavior based on the data pattern, the consumer behavior defining attributes. The method also includes identifying a consumer segment based on the consumer behavior and a sharing of a one or more attributes among multiple consumers in the consumer segment, selecting at least one of an advertising message or a promotional offer to one or more consumers in the consumer segment to include in a payload content, identifying a media channel to deliver the payload content to one or more consumer devices, and providing the consumer segment to a display. A system and a non-transitory, computer-readable medium storing instructions to perform the above method are also provided.