Methods and arrangements are provided for the personalized targeting and customization of media stations in an online media service. A key set of inputs, with values unique to each user, is used to arrive at a personalized group of featured media stations that a user has access to. Demographic data, media preferences, user actions detected through the user's input, and other criteria allow for the content and screen time of featured stations to be personalized for each user.