Systems and methods for processing user-submitted updates based on user reliability scores. An update score is determined for an update submitted by a user based on a similarity of a field value provided by the update to corresponding field values in identified records. A user score is determined based on update scores, including the update score, determined for corresponding updates submitted by the user. The update is then processed based on the user score.