He supported the UK remaining within the European Union (EU) in the 2016 UK EU membership referendum. Merriman voted for then Prime Minister Theresa May's Brexit withdrawal agreement in early 2019. In the indicative votes held on 27 March, he voted for a referendum on the Brexit withdrawal agreement.