Abstract: Systems, methods, and computer-readable media are provided for consumers to better understand their preferences for attributes in entertainment content and enable smarter search and discovery of content. Embodiments support a mapping system showing a consumer's preference mix for specific attributes of entertainment content (e.g. plot, characters, theme, voice, conflict, resolution, and the like). Embodiments of the invention also provide for systems and methods that use identification schema to create a library of entertainment content online and subsequently record and match consumer preferences for attributes in entertainment content online. Various ways are also provided to automatically synchronize, obtain, and update entertainment content online on the source(s) and/or the client device.