Musically, it is an uptempo number that pays tribute to the Memphis Soul style, with heavy emphasis on horns and funk-inspired rhythm guitar. The music video continues in the Alice in Wonderland motif of "Don't Come Around Here No More" and riffs on the "model annoyed by flying insect with the face of the singer superimposed" as in the then-recent "You Might Think" video by The Cars.
Cash Box said it is the Petty's and Stewart's "full-blown shot at R&B" and that it has "Memphis horns, soulful backing vocals and an irresistible dance beat."[2]Billboard called it "jittery, uptempo, horn-based Memphis soul."[3]