Methods, systems, and computer program products for providing recommendations for an activity to a user are provided. In one method, the method tracks status information of a plurality of users, and detects a trigger for providing recommendations for an activity. In response the trigger, the method identifies a cluster of users based on the status information of the users. The method further retrieves profiles and behavioral characteristics of the users in the identified cluster, and provides one or more recommendations for the activity to the user based, at least in part, upon the behavioral characteristics and the profiles.