Disclaimer: Due to time constraints, I am not an active Zeitgeist developer right now. Seif Lotfy is the man.
GNOME Zeitgeist is a file manager application for the GNOME desktop environment. Instead of providing direct access to the hierarchical file system like most file managers, GNOME Zeitgeist mainly classifies files according to metadata. This includes time and date of previous accesses, location of use (using GPS positioning), file type, tagging and more. In addition to local files, GNOME Zeitgeist also organizes web browsing history, email and other data sources.
What’s wrong? Zeitgeist is not a file manager. The GNOME Activity Journal can be used to replace a file manager and do file manager-like things, but Zeitgeist is more than that. Check the official Zeitgeist website for details.
If you are a Linux user, how do you use Zeitgeist?