Yeah, that site is pretty wonky. You search for something you know they have and you get nothing. But this should help you out.
http://danbooru.donmai.us/post?tags=...&commit=Search
Instead of using the search bar on the side, click on the link at the top that says "Tags" and search there, you'll find more.