A system and method determines which uploaded videos to subject to further analysis based upon a measure of trust in the users who uploaded the videos. The evaluation system obtains the information about a user's uploaded video content to a video hosting website, determines a measure of trust of the user's account based on the user information, and ranks or classifies the user into a trust category base on the trust measure. The evaluation system determines the user's trust category responsive to user uploading a video, and selectively evaluates the uploaded video based on the trust category.