"Allison Stewart from "The Washington Post" gave a negative review of the song and its production, saying that "[Max Martin] and partner Shellback infect 'I Knew You Were Trouble' with a wobble right out of Hot Topic's dubstep department.It's gratuitous and weird, done for the sake of saying you did it, and so tentative they might not have bothered."