A collaboration tool configured to: (1) automatically determine a topic-specific reputation score for one or more users of the collaboration tool, (2) to store the topic-specific reputation scores in a reputation database, (3) to access the reputation database in response to receiving a user input associated with a particular topic from another user, and (4) display to the other user a list of one or more users of the collaboration tool having topic-specific reputation scores exceeding a threshold.