Sullivant's cool-wort is a forb/herb, 10-35cm tall, with an inflorescence of branching clusters arranged in a panicle, with bell-shaped, white flowers 6mm wide with 5 petals. Its calyx is covered in glandular hairs, especially at the base. Its fruits are 2-beaked, egg-shaped capsules, 1cm long, with narrowly winged seeds. It has kidney-shaped, somewhat pubescent leaves, 3-7cm wide, with numerous shallow lobes ending in a few short teeth. They are mostly basal and have long petioles.
This is the only Sullivantia found in Wisconsin.