Product issues are identified through an analysis of forum data stored in a forum database. Forum threads are identified within the forum data and clustered together by grouping related forum threads. Once the forum threads have been clustered, the clustered forum threads can be analyzed to identify product issues. Once the product issues have been identified, steps may be taken in an attempt to resolve the identified issues.