Its accompanying music video, inspired by the cult horror film, "The Evil Dead", was directed by Joe Lynch. The video garnered the band wider attention, and helped "Love?" become one of their most recognizable songs. Jed Simon admitted to having produced a video for this particular song because it had "the most commercial potential". "Love?" was originally one of two confirmed songs for an EP that was supposed to contain four new songs and four covers. Although planned for release in 2003, the EP was eventually cancelled.