If you click the "Browse Badges for Purchase" link on that page, does the resulting search box do what you need?
Exactly the feature I wanted. Little odd in that a phrase is just typed not enclosed in quotes. So it is Star Trek not "Star Trek".
But this is the Geek! You get used to odd.