Is it possible to change the link icon on Chrome?

Sometimes when I favorite a link onto my address bar in Google Chrome it comes out as a page with the corner folded down. I was just wondering because you can delete the name of the link and just have the icon showing to save space. However some websites dont have icons and it gets kinda confusing when theres two links right beside each other and they look exactly the same.