In keeping with the baseball and all-female theme, they chose the name "Band of Their Own" as a tribute to the documentary and subsequent film A League of Their Own about the All-American Girls Professional Baseball League; the band's logo, designed by Greenwood, is modeled off of the logo of the AAGPBL.