The album cover features bold text and graphics, with the top left corner reading "recorded by Jeff Meier at 3rd man studio - spraypaint by Dion at UFO factory - graphics, layout by doldrum design" and the top right corner displaying "ITALY RECORDS 4530 AVERY MI. 48208". The center of the cover has the text "A. LET'S SHAK HANDS" and "B. LOOK ME OVER CLOSELY" with the artist names "meg white: drums" and "jack white: vocals, guitar, piano" below. The bottom left corner has the text "italy 003 a david italy production".