Spreading chervil is an erect forb, 20-60cm tall, with compound umbels of tiny, white, 5-parted flowers. The umbellets are subtended by conspicuous bracts that are wider than the rays. It appears to have weak, spreading, smooth or sparsely hairy stems that branch from the base. Its fruit are glabrous, narrowly elliptic or oblong, 5-10mm long, broadest near the middle, with thread-like ribs. Its fern-like leaves are usually hairless and have oblong to egg-shaped leaf segments.
It can be distinguished from the similar-looking Osmorhiza claytonii by its annual, weak-stemmed habit, glabrous fruit and ovaries, and more finely divided leaves. It can be distinguished from from Anthriscus sylvestris by size, wild chervil is usually 1-2m tall.