Following the departure of trumpeter and co-founder Catboy in 2002, the band had dropped their once characteristic horn section and predominant ska elements to focus more exclusively on the guitar and synthesizer-driven rock and new wave influences which had dominated their previous studio album.
Musically, the album showcases a hip hop-tinged rock song in the title track and straight synthpop in "Todd-1 in Space Mountain Land!
", while featuring cover songs from power pop bands the Plimsouls and the Kinks, and vocal group the Kids of Widney High.
The cover art, depicting a horseback Aquabat lassoing a dinosaur-like creature, was painted by Brandon Bird.
3½ out of 5 stars, writing "Musically this isn’t the greatest work they’ve ever prepared; sadly there's not a trace of ska to be found on Yo!