Alright. I am going to mark this as solved. The issue was the actual permalink of the page. For some reason, when I transferred the site over to another domain, perhaps TML or WordPress did not initiate within the new permalink. All I did was change the url and it all worked again.
Thanks
Some more digging around and I see that console is giving me an error:
GET http://site.org/login/ 404 (Not Found)
However, the page does show up.