In the 2021 New Year Honours, Leadbeater was appointed Member of the Order of the British Empire (MBE) "[f]or services to Social Cohesion, to the community in Batley, West Yorkshire and to Combatting Loneliness during Covid-19", when she was described in The London Gazette as "Ambassador, Jo Cox Foundation and Chair, More in Common Batley and Spen".