You know how to tag your subscribers, but what about the Subscribers that might not have any Tags? Here's how to find them:
First, Create a New Segment
Select 'All Subscribers' as your first Filter Group:
Add a new Filter Group matching [none] of the following.
Add a new filter for every Tag in your account.
Voila! Anyone left in this Segment does not have a Tag!