There was a poll for who people thought the new Supreme would be. In order from most voted, the results were: Zoe (Taissa Farmiga), Misty (Lily Rabe), Madison (Emma Roberts), Queenie (Gabourey Sidibe), Nan (Jamie Brewer), Other.
This episode features two Fleetwood Mac songs: "Seven Wonders" from the album "Tango in the Night" (1987) and "Silver Springs" from the B-side of the single "Go Your Own Way."
At one point Madison says "It's all just some jacked up version of Celebrity Rehab". Madison is played by Emma Roberts whose father, Eric Robert's starred on a season of Celebrity Rehab (2008).
Ryan Murphy revealed in an interview with Entertainment Weekly that the cold open with Stevie Nicks singing "Seven Wonders" was not in the original script. As they were shooting the episode which revolves around performing the seven wonders, Stevie reminded Murphy she had recorded the song years ago and they made arrangements for Nicks to stay an extra day on set and added the scenes for the episode's cold open.