 On 25 April 2019, it was announced that Daubney would stand for the Brexit Party in the European Parliament election on 23 May.He was second on his party's list in the West Midlands, and was elected as one of its three MEPs in the constituency.In the European Parliament, he was a member of the Committee on Regional Development, and was part of the delegation for relations with the Korean Peninsula.