Stuart served as Chair of Vote Leave, the body which was designated by the Electoral Commission as the official campaign in favour of leaving the European Union in the 2016 referendum on European Union membership. Other spokespersons for Vote Leave included Conservative MPs Boris Johnson and Michael Gove. There were various other groups advocating for Leave, officially working independently of Vote Leave, including UKIP and the Labour Leave.