As a teenager, Guerrero was one of the prominent members of the Bones Brigade, Powell Peralta's professional skateboarding team that was successful during the 1980s.
Karl Watson, professional skateboarder and founder of Organika skateboards, also grew up in San Francisco and revealed in 2012 that as a young boy, he moved into a house that Guerrero formerly resided in.