Embodiments are provided for receiving media content based on the preferences of multiple users. In one example, a computing device may identify a plurality of user accounts associated with one or more service providers. The computing device may access a guest list for a social event to identify the plurality of user accounts. The computing device may then send to the one or more service providers, requests for media content based on media preferences associated with the identified plurality of user accounts. In response to the request, the computing device may then receive one or more media items from the one or more service providers. Some or all of the media items may then be added to a playback queue or playlist.