“Boss Bitch” was first teased by Iggy Azalea on social media in a promotional video for her multi-media OnlyFans account on the 19th of February 2023.

On April 2, 2023 the rapper revealed via Twitter that the song was just promotion of her OnlyFans video, hinting that it would not be released.