Persoonia acicularis is a shrub that typically grows to a height of with young branchlets covered with greyishhairs. The leaves are linear, more or less cylindrical, long and wide and sharply pointed. Yellow, cylindrical flowers are borne in groups of up to eighty along up to of the stems, each flower long on a pedicel long.