Madison was relatively unknown before Anora. She had had small parts in the fifth instalment of the Scream horror franchise and in Quentin Tarantino's Once Upon A Time in Hollywood. The writer and director of Anora Sean Baker had seen her on screen before, and wrote the part of Ani especially for her.