 In 2017, a divorced Burrell announced he was marrying a male partner, Graham Cooper.This occurred on 2 April 2017 in Bowness-on-Windermere.In July 2019, Burrell sold his florist shop as a going concern and retired to live with his husband in their 19th-century mock-Tudor house in Peckforton, Cheshire.