"Steppin' Out" eventually earned Grammy nominations for Record of the Year and Best Pop Vocal Performance, Male.In a retrospective review of the single, Allmusic journalist Chris True praised the song as a "mélange of simple piano hooks, rudimentary electronic treatment and classic vocal pop, with a rhythm track that is quaint in its simplicity and driving enough to invoke images of the big city at night."