What the frak is Google® Analytics?

Official Description: Google Analytics (GA) shows you how people found your site, how they explored it, and how you can enhance their visitor experience. Improve your website return on investment, increase conversions, and make more money on the web.
Google has a great support section, and they answer many more detailed questions here.
What does it Cost: Google Analytics is [...]