Abstract: The present disclosure relates to a system and methods for collecting user input and converting them into signals that may affect the strength of recommendations and experiences pushed to users. According to the present disclosure, these signals may inform predictive models and group similar users to make stronger recommendations. The signals may clarify user intent and preference, wherein presentation of experiences may be relevant, filtering out what a user may deem as incorrect, impertinent, or irrelevant information from user input. Signals may be gathered through direct and indirect input from a user, wherein the system may collect, process, and analyze the signals and experiences to be better able to make appropriate recommendations.

Abstract: Systems, methods, and computer program products are provided that allow host web sites to enable vendor landing pages from those web sites to be associated with automatically generated custom vendor icon bookmarks for addition to the display screen (e.g., home screen) of a user computing device when a user accesses the vendor landing page, and especially to generate a plurality of such generated custom vendor icon bookmarks for addition to the home screen of the user's computing device.