Import New Users: username doesn’t exist

Hi,
I’m trying to import a bunch of new users, and I must be missing something. I have a csv with the first column “username” and I’ve assigned usernames to all new users. When I import the csv, I’m told “username doesn’t exist.” These are new users! How can I import NEW users?
Thanks for the great plugin!