Strange behaviour on Chrome:

If I create a desktop shortcut to my page using cog wheel -> More Tools -> Create shortcut I get the favicon on the shortcut

However, if I create a desktop shortcut to my page by dragging and dropping from the address bar, I get Chrome's default icon in the shortcut !

Is there a way to get my favicon on the shortcut also when dragging and dropping from the address bar ?