It's not commonly used because the hierarchy is weird. Originally the names had to be four deep, containing both the state and the locality, which is silly since all but the smallest operations span localities and even small companies often change locality. So they eventually allowed registrations directly at .us but there is still no .us equivalent to .org.uk.
https://en.wikipedia.org/wiki/.us