In the 2018 Hong Kong Island by-election triggered by the oath-taking controversy which resulted in the disqualification of Demosisto's Nathan Law, Chan became the pro-Beijing representative to run against Au Nok-hin. Despite receiving more than 120,000 votes, she lost to Au with a narrow margin of 3.5 per cent.