Example embodiments relate to providing exploration maps for visualizing enterprise product knowledge. In example embodiments, a system obtains a software exploration map including feature areas, where each feature area is associated with activities and a grouping of features in a software product. At this stage, the system may detect completion of an activity by a user of the software product. The system may then modify a knowledge level of the user in the feature area based on the completion of the activity.