Acacia graniticola is a shrub belonging to the genus Acacia and the subgenus Phyllodineae. It is native to an area in the Goldfields-Esperance and Weatbelt regions of Western Australia, and is found growing in sandy clay soils in semiarid scrubland in the region.
It typically grows to a height of 1.5to and produces yellow flowers from August to October.