Found it! The default authentication method was set on "manual" in the drop box when manually creating a user. I change the default method into "Joomdle" in the Moodle code and now it works.
@Antonio: I found the solution for changing the default auth method to Joomdle when manually creating a user
here
in the Moodle forum.