It must vary from area to area. In my area, you could swap "UPS" and "Amazon" in your story and it would fit. (Minus the music blasting - neither do that around here- and both wear identifying clothing.)

I always cringe a little when I get a UPS shipment notification, and I try my best to be home for it, for the best chance of success.