View which filters based on URL matching field value
I wasn't able to do exactly what I wanted but what I did instead was create an exposed filter for the field in the content type being searched &amp; use the URL parameter it created when in use to filter search results.

The exposed form itself is hidden with CSS as just including the filter without exposing it won't allow it to be activated via a URL parameter.