On 1 January 2018, Klavan became the first-ever Estonian player to score in the Premier League when he scored the winning goal in the fourth minute of injury time in a 2–1 away win against Burnley. He made eight appearances in the 2017–18 UEFA Champions League and was an unused substitute in Liverpool's 1–3 loss to Real Madrid in the final of the tournament.