Blank favicon for redirecting bookmark on Google Chrome

I've bookmarked the Messenger website on chrome. When visiting this website, users are redirected to their most recent conversation. As a result, my bookmark's favicon is left blank. Is there a way to add a favicon without hard linking to a specific conversation?