What is “USPS Redelivery” SCAM? USPS Redelivery is a phishing scam that is used to trick people into believing that their package was not delivered, for various reasons. The goal of the scammers is to lure victims into clicking on a fake link in the message, which is presented as a way to order re-delivery.