This indoor shopping colossus has become Florida’s worst-kept secret, where savvy shoppers armed with nothing more than lunch money walk out with enough merchandise to stock a small store.

At Uptown Cheapskate in Peoria, that financial fear is replaced with the giddy excitement of walking out with bags full of name-brand clothing while your bank account remains blissfully intact. The ...