Moroder's soundtrack to Metropolis was widely criticised by reviewers, but "Here She Comes" was frequently noted as one of the strongest tracks. In The Pittsburgh Press', Jim Davidson described the usage of "Here She Comes" as "the only right-on-the-money correlation of music and image."[3] Bruce Bailey of the Montreal Gazette said that the song was so strong that it should be released as a single.[4] In a four out of four star review of the soundtrack for the Reno Gazette-Journal, Eric McClary stated that it was a "mystery" that "Here She Comes" never became a hit in the United States.[5] In The Age, Mike Daly described Tyler's performance as "sensational" and noted the track's "powerful, slow rock accompaniment".[6] Cyndi Glass of the Vincennes Sun-Commercial described "Here She Comes" as a "compelling emotional song".[7]
The video is set in London. Tyler, dressed in a black leather dress, walks down a cobbled road lined with statues of soldiers. She occasionally looks up to see a duplicate of herself, dressed in a white dress, standing at the top of a fire escape, shrouded in shadow. The statues come to life and follow Tyler down the road. Behind them follows a black car, driven by the duplicate of Tyler. She runs away from them as she notices the statues following her, and locks herself inside a garage. The car then breaks through the doors of the garage and attempts to run Tyler over. She escapes through another door and finds herself on a street, looking up to see a spaceship in the sky. The spaceship descends, and a car appears, which Tyler enters and drives away. The duplicate chases after Tyler in her own car. Tyler drives into another building, and as the spaceship flies above the building, the duplicate drives inside as the entrance explodes. The spaceship then flies away as the animated statues look on.