- Big-Lipped Alligator Moment: The video for "Smooth Criminal" is full of strange moments, which however are references to Michael Jackson's videography or personal life. The three little Asian schoolgirls cheering on the band at the beginning of the video, though, aren't really related to anything.
- Black Sheep Hit: Listeners who first heard of the band via "Smooth Criminal" were deeply confused by the rest of their discography.
- One-Hit Wonder: Despite all their best efforts to the contrary, "Smooth Criminal" remains the band's only real charting hit; though "Wish" and "Courage" are known for being featured in Tony Hawk's Pro Skater 3's and ATV Offroad Fury 2's soundtracks, respectively.
- "These Days" and "S.S. Recognize", both from TruANT, were featured in Madden NFL 2004 and NHL 2004's soundtracks.
YMMV / Alien Ant Farm