"Reviewer Scott Floman states that the song was the best of "four monumental tracks" on the album commenting that, "The joyous 'Jackie Wilson Said (I'm In Heaven When You Smile)' starts the album off with three minutes of pop perfection, thereby continuing his recent trend of beginning each album with a great concise upbeat number.