In March 2007 he was selected as the Conservative Parliamentary Candidate for Lancaster and Fleetwood, which he won in the General Election held on 6 May 2010 by just 333 votes. In September 2010 he was appointed Parliamentary Private Secretary to Baroness Warsi. Ollerenshaw campaigned on the 'No' side during the lead up to the 2011 Referendum on the Alternative Vote.