Low Quality Inn is a hotel in Barnacle Bay. The name is a parody of the Quality Inn hotel chain. The Low Quality Inn is in bad shape, with some windows boarded up and shutters about to fall off the building.
When the Simpson family was in Barnacle Bay, they stayed at this hotel. It was full of pictures showing old gut times in island, making Marge melancholic.