Daubney was a Labour Party supporter until the election of Ed Miliband as party leader in 2010. He reports that he has also voted for the Liberal Democrats, and the Women's Equality Party in the past. He voted for the United Kingdom to leave the European Union in the 2016 membership referendum. Daubney supported a no-deal Brexit.