I finally figured out how to fix the issue I had.
I added the following into my rewrite_rules function:
add_rewrite_rule('^mysearch/location/([^/]+)/page/([0-9]{1,})/?$','index.php?page_id=200&location=$matches[1]&paged=$matches[2]','top');
So now my URLs are exactly as I wanted them: /mysearch/location/SUBMITTED-INFO/page/WHATEVER
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