Taylor Swift Song ’All Too Well’ NOT About Jake Gyllenhaal? Actor Says It Has Nothing To Do With Him "All Too Well," Taylor Swift's most controversial and talked-about song, is about Jake Gyllenhaal, as everyone and their mothers know.