The Fat Babe Pool Party is not in Lindy West's book but is instead an invention of the show's writers. According to a 2019 Vulture interview, Aidy Bryant described it as the "physical manifestation" of "looking at images of fat women on Tumblr in our late teens, and seeing fat fashionable women on blogs."