Described herein are systems and methods for predictive pre-buffering of content for a user. Embodiments include a prediction system that can receive trending information from social media sources and other streaming video sources. The prediction system can also receive user viewing history to identify the programs the user has viewed, the genres of the programs the user has viewed, and amount of programming the user consumes. Based on the user's viewing history, the prediction system can identify preferred genres for the user and other preferred content information. Based on the trending programs and the user's preferred genres, the prediction system can predict which of the trending programs that the user may watch. Based on the prediction, the system can pre-buffer some portion of the programs that the system predicted the user may watch in a cache of the device on which the user watches programming.