"Unapologetic Bitch" was written by Madonna, Diplo, Shelco Garcia, Bryan Orellana, Maureen McDonald and Toby Gad, with production being completed by Madonna, Garcia & Teenwolf, DV, Diplo and Ariel Rechtshaid.
Lyrically, "Unapologetic Bitch" talks about a scorned lover rediscovering their inner strength,[REF] with Madonna "shooting a few poison arrows into the heart of some dude who's done her wrong," as noted by Rolling Stone Rob Sheffield [REF].