"Rob Burch of "The Hollywood News" called "I Won't Say (I'm in Love)" a "refreshing change of pace".Beamly ranked the song fifth on the website's list of "Best Ever Disney Songs", with author Sophie Hall nicknaming Meg "The Celine Dion of the cartoon world".