Bernardi suggested East St. Louis, Illinois, because it was filled with old buildings "that exist in New York now, and have that seedy run-down quality" that the team was looking for. East St. Louis, sitting across the Mississippi River from the more prosperous St. Louis, Missouri, had entire neighborhoods burned out in 1976 during a massive urban fire. Hill said in an interview, "block after block was burnt-out rubble. In some places, there was absolutely nothing, so that you could see three and four blocks away." Also, Alves found an old bridge to double for the "69th St. Bridge". The filmmaker purchased the Old Chain of Rocks Bridge for one dollar from the government and then gave it back to them, for the same amount, once production was completed, "so that they wouldn't have any liability," Hill remembers. Locations across the river in St. Louis were used, including Union Station and the Fox Theatre, both of which have since been renovated, as well as the building that would eventually become the Schlafly Tap Room microbrewery.