It turns out there is an even easier way to backup Google Apps Accounts.
Since we are still on the free tier I had to manually go in to each account and enable IMAP.
After this was done I found a tool called imap2maildir.
$ ./imap2maildir -u email@example.com -d firstname.lastname@example.org --create
Created a directory called "email@example.com".