Systems and devices are disclosed for recommending items in a video series to a group of viewers. In general, video series item recommendations are generated for a viewer group detected within a viewing area of a media device based on personal viewing histories of users in the viewer group. In one embodiment, the video series item recommendations are recommendations for video series items that: (a) are from one or more video series historically viewed by at least a first predefined minimum threshold number of users in the viewer group and (b) have not yet been viewed by any of at least a second predefined minimum threshold number of users in the viewer group. The video series item recommendations are then provided to the viewer group.