A system, method and various user interfaces facilitate traversing multiple groups of video recommendations. A group of video recommendations includes a central video, an indicator of video of interest corresponding to the central video, and a set of related videos displayed at its corresponding display distance from the central video and from each other. The corresponding display distance of a video is calculated as a function of the video's recommendation score and correlation with other videos of the group. Responsive to selection of new central video, a new group of video recommendations is generated and displayed in coordination of the existing groups of video recommendations, where the plurality of central videos are visually connected. Visually presenting recommended videos responsive to user selections of videos of interest provides a quick and intuitive way for user to traverse videos of interest and visualize the browsing of the recommended videos.