There are many ways you can be tracked on the internet, even if you are trying not to be. Super Cookies, browser fingerprinting, and many other ways are used to snoop on your activities.
As for being truly anonymous, that is hard. You can try browsing with Tor, or try other programs designed to hide your tracks.