Ollie’s Bargain Outlet stands as a monument to the art of the deal, a place where savvy Pennsylvanians and visitors alike discover treasures at prices that seem like mathematical errors.

In the heart of Mechanicsburg, Pennsylvania, there exists a retail wonderland where bargain hunters experience a special kind of euphoria that money—well, not much money—can buy. Ollie’s Bargain ...