Kinkajous belong to the category of animals known as mammals. More specifically, they are part of the family Procyonidae, which includes raccoons, coatis, olingos, and other similar species. These animals are often referred to as procyonids and are known for their diverse habits, including arboreal (tree-dwelling) and terrestrial (ground-dwelling) lifestyles, depending on the species.