Exporting Contacts with Organization Field

When I export from Contacts with the Organization field, it only displays the Primary Organization. I would like to be able to include non-Primary organizations as well. Otherwise, when I run an export, it appears that the individuals do not have any relationship to the organization, even though they do have a relationship, though the Organization is not Primary.