Whately was selected by the Conservative Party in February 2015 to contest the Faversham and Mid Kent seat in an all-women shortlist.[18] The constituency's previous Conservative MP Hugh Robertson had chosen in January not to seek re-election.[19] She had also made the shortlist for the Wealden, North East Hampshire, South Cambridgeshire, Bury St. Edmunds and Banbury constituencies.[18]