Google Chrome creating 'naked' shortcut icons

Every time I try to create a shortcut from a website in Google Chrome, I always end up with a generic icon which is in fact functional, but it doesn’t have the website’s favicon on it. Most of the sites that I go to should generate a favicon. Any help with this?