Techniques and mechanisms described herein facilitate the performance of feedback-based weighted content recommendation. According to various embodiments, input data for performing media content recommendation analysis may be identified. The input data may describe the presentation of a plurality of media content items in association with a plurality of content management accounts. The input data may comprise a plurality of data points. Each of the data points may identify respective feedback data for a respective one of the media content items previously recommended for presentation in association with a respective one of the content management accounts. The feedback data may identify a viewer reaction to the recommended media content item. For each or selected ones of the data points, a respective weighting factor based on the feedback data for the respective media content item presented in association with the respective content management account may be applied.