They are okay and pretty anonymous. Its best to use google maps and websites like booking.com that contain pictures uploaded by guests so you can see how the lobby and reception look and work out if you can get your guest in unnoticed.
I always leave the keycard in the room and go so I dont have to check out or put it in the drop box - never had any issues doing that.