After Cooper's smash 1989 hit album "Trash", Cooper attempted to retain his success with this album. While it did not fare as well, "Hey Stoopid" is considered by many to be superior due to its content. Tracks such as "Might As Well Be On Mars" and "Wind-up Toy" showcase the classic lyrical form of that of Alice's most cherished albums, such as Love it to Death and From The Inside. The majority of Alice Cooper's fans accuse this to be missing from the previous effort.
The final track, "Wind-up Toy", is the first appearance of fictional character/alter ego Steven in 15 years.
Lyrical themes involve strictly drug use/addiction ("Hey Stoopid", "Snakebite", "Dangerous Tonight", "Hurricane Years") and love/sex ("Love's A Loaded Gun", "Burning Our Bed", "Might as Well Be on Mars", "Feed My Frankenstein", "Little by Little", "Die for You", "Dirty Dreams").
Music Videos were made for "Hey Stoopid", "Love's a Loaded Gun", and "Feed my Frankenstein". According the CDs wrapping, "Might as Well Be on Mars" was another intended single. (As it is featured on Greatest Hits compilations.)
References to the album's songs are made on the album's cover, including a diamond Cobra ("Snakebite"), broken glass ("Dangerous Tonight"), spider webs ("Hurricane Years"), and the temptress and her hair from "Dirty Dreams".
Slash has a guest-appearance, playing the guitar solo in the song "Hey Stoopid." Over 2 months after this album was released, Cooper collaborated with Slash again - and his band Guns N' Roses on the track "The Garden" from Use Your Illusion I. Cooper also cooperated with Axl Rose to create an updated duet for Alice Cooper's Under My Wheels, which appears on Alice's album, The Life and Crimes of Alice Cooper.
Alice Cooper and his song "Feed My Frankenstein" were prominently featured in the 1992 film Wayne's World. The music video for the song simply features clips from the aforementioned film.
Alice Cooper teamed up with then-labelmate Ozzy Osbourne in the song "Hey Stoopid." Ozzy makes a brief appearance in the music video as well. He sings one line, "...you know, I know..."