Not just for this purpose, but Facebook accounts in general. If you try to create one without a valid number and/or seemingly valid friends list, chances are it's blocked in no time.

I don't know a thing about Google Voice, but I for one wouldn't bother setting up some fake numbers to create a fake account to use my own hardware.