Clarke is married to Sarah, a National Health Service employee, and has two children. Prior to his marriage, he was in a relationship with Conservative MP Justine Greening. In 2015, it was alleged that Clarke had had a long-term affair with India Brummitt, a former Conservative Future executive committee member. Clarke denied the accusations.
