Does county matter? It didn't seem to work with New York City (which is composed of 5 different counties). I had to type in New York, NY; it didn't recognize either my zip code or Brooklyn, NY.
Sorry about that, looks like we need to work on that functionality a bit. It actually lets you type just brooklyn, but not brooklyn, ny. Don't ask me why... we'll try to improve that.