Disclosed herein are systems, methods, and non-transitory computer-readable storage media for managing user interfaces. A system for managing user interfaces is configured for categorizing users according to at least one of common user characteristics and common user behaviors with respect to at least a first domain to yield a group of users. The system is also configured for identifying at least one user behavior with respect to a second domain during a first time interval for at least one user in the group of users. The system is further configured for providing a customized interface for at least other users in the group of users with respect to the second domain during a second time interval after the first time interval. In the system, the content in the customized interface is based on the at least one user behavior.