Anguanax is known solely from the holotype MPPL 18797, currently housed at the Museo Paleontologico e della Preistoria 'P.
Despite its discovery during the 1980s, MPPL 18797 was only first thoroughly described by Andrea Cau and Federico Fanti in 2014, and was found to represent the first articulated skeleton of an Italian plesiosaurian.