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!