Police in Exeter Township say the thief sat outside his target's driveway on the 100 block of Fairway Drive, patiently waiting for his delivery back on August 12.
He then left in a black Nissan Rogue Sport with New York license plates.
Police are still trying to determine how the thief got the homeowner's credit card information in the first place.