A computer-implemented method includes receiving a risk threshold from a protected social entity, and scanning data that is maintained across multiple social networks, where scanning includes identifying data that is associated with the protected social entity. One or more characteristics of the identified data is determined, and based on the one or more characteristics of the data identified across the multiple social networks, a risk to the protected social entity is determined. A request to a social network for the removal of the data associated with the risk is submitted.