In a world of big-box megastores and online shopping algorithms, there exists a retail rebel in Norfolk, Virginia that has bargain hunters whispering its name with reverence: Thrift Store USA.

Step into The Carlisle Antique Mall in Carlisle, Pennsylvania, and you’ll immediately understand why locals bypass modern shopping centers for this labyrinth of treasures that turns ordinary shopping ...