A method for improving media search capability includes providing a user with access to an interface that allows the user to provide one or more inputs relating to an item of media (such as an audio or video recording of a song or a cover song), performing a media search in response to the one or more inputs, and presenting search results via an interactive display generated depending upon media ratings, wherein one or more of the media ratings is determined from media ratings inputs depending upon one or more metrics associated with sources or providers of the media ratings inputs.