Acacia argutifolia is a shrub belonging to the genus Acacia and the subgenus Phyllodineae. It is native to a small area in the Fitzgerald River National Park in Great Southern regions of Western Australia. The low and spreading shrub typically grows to a height of 0.2 to 0.7 metres (1 to 2 ft). It blooms from July to December and produces yellow flowers.