Isopogon attenuatus is a shrub that typically grows to a height of and has mostly glabrous, brownish branchlets. The leaves are oblong to spatula-shaped or linear, long and wide on a petiole about long, with a sharp point on the tip. The flowers are arranged in sessile, more or less spherical heads in diameter. The involucral bracts are egg-shaped, the flowers long and creamy yellow to pale yellow. Flowering occurs from September to February and the fruit is a hairynut, fused in a more or less spherical head about in diameter.