Grevillea eremophila is a shrub of the genus Grevillea native to an area in the eastern parts of the Wheatbelt and the western area of the Goldfields-Esperance regions of Western Australia. The spreading shrub typically grows to a height of 0.5 to 3 metres (2 to 10 ft) and has non-glaucous branchlets. It has simple leaves with a flat, linear and undissected blade that are 40 to 105 millimetres (2 to 4 in) in length and 1 to 3 mm (0.04 to 0.12 in) wide. It blooms from August to October and produces a regular inflorescence with cream to yellow flowers. A wrinkled, oblong and glabrous fruit will be formed later.