Opening the field guide
Daucus carota
Wild carrot — a hairy-stemmed roadside umbel whose deadly hemlock lookalike makes the stem worth checking every time.

Stems are solid green and noticeably hairy — no purple blotches anywhere
Usually knee- to waist-high, well under three feet
A single flat-topped white umbel, often with one tiny dark purple floret at the centre
Crushed leaves and root smell distinctly of carrot
Roadsides, old fields, meadows, and disturbed ground across most of North America, where it is introduced rather than native.
A biennial: a low rosette in year one, then a flowering stalk in year two, blooming through mid and late summer. The umbel curls upward into a cupped 'bird's nest' as seed sets.
Poison hemlock is the dangerous double: taller, with hairless stems marked by purple blotches, branching clusters of umbels, and a musty smell instead of carrot. Several other white umbels, including deadly water hemlock, are also easily confused.
Check the stem before anything else — hairy and unblotched, or smooth and purple-spotted. Never rely on the flower shape alone.
Fauna teaches identification, not edibility. Wild carrot's foliage can irritate skin in sunlight, and its lookalikes include some of the most poisonous plants in North America. Never eat any wild umbel on the strength of a guide or an app.
Introduced and widespread, treated as a weed in many regions, though its flowers do support a range of small pollinators.
Sources are linked below. Field marks vary with age, sex, season, region, light, and viewing distance.