Pathmark
Reader score: 66
Year founded: 1968
Location: Delaware, New Jersey, New York, Pennsylvania
This supermarket (which was ranked the worst in 2012) received negative scores on food quality, service, cleanliness and prices. The mid-Atlantic chain is a division of A&P.