When I try to access an internal domain I've never been to, I just type the domain name in the omnibox. It does a Google search and it must also poll for a site there, as it give me a bar that asks if I meant to go to "http://whatever". After choosing yes, every subsequent access of "whatever" takes me to the internal domain.

Has that not been your experience?