What does Google Analytics do well? Tracking site visitors. With Google Analytics, you know which pages are the most active.
What does Google Analytics not do well? The keyword data is pretty limited, as it doesn't track keywords sent through HTTPS requests, which is most of the web these days. Those kinds of tools are available through Google Webmaster Tools, so I'm unsure why you can't get graphs of it.
What do you wish you had known about Google Analytics before using? That it is pretty much essential if you want to have a web presence
Have you used a competitor to Google Analytics? If so, how does it compare? No
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