Method, systems, and computer-readable media are provided to facilitate content discovery based on augmented context. A first set of images of a graphical display may be acquired and analyzed to identify visual characteristics of an object represented. Attributes of the object may be identified. Specifications may be transmitted to the television receiver and/or a remote data source in order to pull matching information. A user-selectable interface element may be generated for presentation as an option to take an action relating to the object represented. A visual output of the interface element may be output as an overlay on the first set and/or a second set of images displayed by the computing device. A user selection responsive to the outputting of the visual output of the at interface element may be processed. A communication may be transmitted to the television receiver to cause the action responsive to the user selection.