The song played as the follow-up to "Valerie", which was still inside the UK top 20 upon the "Just" release. "Just" reached #31 after its release and fell to #36 a week later. A music video was made for the song.
Directed by Jim Canty, it acted as a sequel to and paid homage to the earlier Radiohead video.