It can be done. Someone here way back cut some channels out of the underside of a spoiler so that it would fit over the bike rack. The rack goes on first, then the spoiler gets bonded over top, so if you want to take the rack off ... well, you know what needs to happen.
I can't be bothered to search for the thread, but it will be somewhere behind the search function.