A client application associated with a content sharing network can include functionality for discovering content (e.g., text, image, audio, video, and other multimedia data) of the network. The content discovery functionality can be graphically represented as a feed with the top-ranking content (e.g., most relevant content, most recently created content, content created in a geographic location most proximate to a user, etc.) displayed at the top of the feed and lower-ranking content displayed at the bottom of the feed. The feed can re-order itself based on user interactions, content characteristics, system trends, and the like. A user can navigate to various portions of the feed, and the feed can continuously refresh itself to give the user an impression of an infinite feed of fresh, relevant content.