You don't use "private browsing"? BTW, Chrome supports multiple profiles now.
I guess that's for signed in users?
No, it's for everything, though it might sound that way. Add a user on the settings page, it'll open up the switching UI, no sign-in required. (unless they changed that recently, of course. but that would suck.)