URL Groups To Cover Subpages?

I wasn't able to find any documentation on using URL Groups, so I'll try asking here.

I'm trying to block the search page from strangers. If I enter this URL http://EXAMPLE.com/search that url gets blocked as it should, but search pages do not ie http://EXAMPLE.com/search/test shows results for "test"

What's the proper way to block a url and all of its subpages? I've tried various versions of a wildcard with no luck.

Thanks much in advance.