Not Your Idol follows Nina Kamiyama a former member of an idol group. At a group function she is assaulted and she decides to leave the idol group. The story picks up a few months later with Nina dressing as a boy and attending a regular high school. She meets Hikaru Horiuchi who is the only person who knows that Nina is actually Karen from Pure Club. Her attacker is still at large.