Ace Frehley's official website and YouTube channel released a promo commercial for the album. In the commercial, a boy is outside a sound studio, telling a girl that he has been waiting for the new album for over a year. Their uncle, who is sporting a mullet and wearing a Trouble Walkin' t-shirt, tells them he's been waiting for 20 years. Suddenly, from out of a thick cloud of smoke, Frehley on a Chopper appears. He makes a hitchhiking-like gesture (which was used in the Kiss Meets the Phantom of the Park film when using his transportation powers), magically giving the trio copies of the CD. He then lets out an "Ack!" (another reference to the aforementioned film in that it was his common catch phrase) before riding out.
The CD cover folds into a pyramid. Another version of the CD included a temporary tattoo. Anomaly has also been pressed on limited copies of vinyl records.
The track "Outer Space" is a downloadable song for the Rock Band series.