The allegorical tale is set in fictional Capsulanti, USA, site of the headquarters for B.G. Bigelow, Incorporated, the largest toy corporation in the world.
Harburg had successfully blended politics with fantasy in Finian's Rainbow four years earlier, but his bitterness at his 1950 Hollywood blacklisting, which prompted him to write Flahooley, permeated the project.