1. A computer-implemented system that customizes computer-based search to an entity, comprising: a model that is trained with entity-related data that corresponds to at least one of a plurality of users and a plurality of computers; and an entity-specific search component that employs the model to modify a search query and provide entity-centric search results as a function of the trained model.