Petrophile semifurcata is a species of flowering plant in the family Proteaceae and is endemic to an area near the west coast of Western Australia. It is an erect, bushy shrub with sharply-pointed, needle-shaped, sometimes lobed leaves and oval heads of silky-hairy, whitish, lemon-yellow or cream-coloured flowers.