Focusing primarily on Cook, the film traces the pair from their first meeting through their career as part of the Beyond the Fringe review, their television series Not Only... But Also (from which the film takes its title) and various other projects before their later estrangement as Moore became a successful Hollywood film star and Cook remained in the UK.