Thanks Sanford. I'll have to get some help from my team to check on a few things you are recommending. Will give an update soon. Thanks again.
I am creating a visitor report for a specific page. which is the field that captures how the visitor reached this page.
There isn't a field that permanently stores this information separate from the Visit Web Page activity. Any VWP always has a Referrer field associated with it.