A nice favicon which catches the eyes of your visitor every time they visit make a brand impression.
We have known of domain as brand, logo as brand. But a tiny favicon can do the same or more better.
People tends to remember the domain seeing the favicon. Like someone visited a website he can't remind the website address which he bookmarked, then he sees the favicon & get to the website.