The artwork for "Person Pitch" and all of the related singles were done by Agnes Montgomery. The album cover artwork is a doctored version of a photo that originally appeared in an August 1969 issue of "National Geographic". According to Lennox, "Initially I knew I wanted to do something that was really symmetrical. The album is kind of symmetrical in terms of how long the songs are, and I wanted the album art to reflect that." Included in the artwork was a long list of artists who Lennox credited with influencing him.