The neologism "Horrorscope" is not actually used within the album's lyrics; though the chorus of "Sunset Strip Bitch" contains the proper word "horoscope."

The follow-up single, "Here's to the Night" was a major mainstream hit in 2001, reaching #30 on the Billboard Hot 100.

[5] In a review for AllMusic, critic reviewer MacKenzie Wilson said: "It's another conventional rock record with thrashing guitar hooks and throbbing basslines firmly in place, but frontman Max Collins has lyrically improved.

There isn't anything intellectually impressive and the hyperactive little boy excitement is still present, but a lush sweet side also shines through the album.

"[6] David Hiltbrand of Entertainment Weekly wrote "the band's music and lyrics often still sound labored.