The cover art for this album is actually taken from the book The Day I Swapped My Dad for Two Goldfish by Neil Gaiman. The picture itself is by Dave McKean, who has done a lot of work with Gaiman at various times, and who also produced the pictures which accompany each song in the liner notes.