In the early stages of the album's development, it was promoted as an album of "high-energy hip-hop." Republic Records later described the album's musical style as "aggressive rock" in the stages preceding the album's release. Vanilla Ice referred to the album's musical style as "skate rock." The album's dark and thick sound fuses elements of heavy metal, punk rock and hip hop. Vanilla Ice stated that "I wanted to express myself in a very intense way, and there was no way it was going to happen with a drum machine. Basically, I'm bored with drum machines and samples and stuff. With a band, they can build the energy around me." Many critics have noticed a similarity between the style of music present on "Hard to Swallow" and that of bands such as Korn and Limp Bizkit. Vanilla Ice stated that although he knew of the bands, he "didn't even listen to [...] any of them" before he made the album, and he was not trying to imitate the musical style of the bands. "It's just we have the same producer, and some of the guitars between that and Limp Bizkit are gonna sound similar. That's what happens when you've got the same guy producing them. [...] I had heard the Deftones more than any of them."