 Michael Paoletta from "Billboard" highlighted it and called it characteristically "roof-raising, fan-stoking" Dion anthem.Geoff Edgers from "Salon Magazine" noted that the song "have that crashing Dion quality".Christopher Smith from TalkAboutPopMusic described "Then You Look at Me" as "dramatic".