Leyland voted to remain in the 2016 EU referendum, and her candidacy in strongly anti-Brexit Hampstead and Kilburn was dubbed 'Clash of the Remainers'. She was criticised for downplaying being a Conservative and playing up being "Theresa May's candidate". She came a distant second, with a large swing towards Tulip Siddiq. She stood down from Camden Council in 2018.