Systems, methods, and software described herein provide enhancements of managing summaries provided to end users. In one implementation, a summary service provides a user with identifier for a plurality of events, and obtains a selection from the user, wherein the selection identifies a first type of summary for an event in the plurality of events. The summary service further provides the user with a first summary of the first type for the event, identifies one or more suggested types of summaries for the event based at least in part on data points for the event, and provides the one or more suggested types of summaries to the user.