 Frauenhofer, describing the song "Eat It," wrote that Princess Superstar "constantly references sex" while Dr. Octagon "confusingly interjects with his complaints about how women only want to go out and talk and eat", but Frauenhofer states that the sexual content of the album's lyrics is not as explicit as previous Thornton albums, such as "Sex Style".