I've never had a problem with an Amazon delivery because I use the Amazon locker service. I'm lucky enough to have an Amazon Locker location that I pass by on my way home from work. I get my packages delivered there, and there's never been a mistake.

The only time I can't use it is if my package is too big to fit, and that's rare.