Fast food companies have some of the best brand recognition on the planet. When you see the Golden Arches, you know you’re at McDonald’s. Craving a Whopper? You know you need to head to Burger King.

An entire wall is outfitted with framed slogans, pizza boxes, Book It! buttons and other materials that make you feel as if ...