The restaurant has been listed for sale at $195,000.
The cosmetics manufacturer is slated to open near Sephora, according to plans filed with City of Atlanta.
The clothing retailer with locations along the northeastern coast is heading south for the winter.
The O4W concept could open in space originally planned for Bad Dog Taqueria, on the corner of Edgewood Avenue and Boulevard.
The concept would include an Airstream bar, shipping container with rooftop seating, and dog-washing station.
Plans have been filed to convert an Old Fourth Ward warehouse into a popsicle-making machine.