I just have one of these from Autozone:
Bell/Door mount drink holder 05585-8 at AutoZone.com
The rubber flap goes under the trim and the horizontal bottom/base goes under the floor mat Works great!
I should add that I am not using at the window, but on the floor - like "the ultimate cup holder".