I found this to be extremely interesting. I recently traveled a bit, and ended up at a place with great reviews on AirNav, but the fuel wasn't that cheap, and at 3:00 PM on a Sunday, there was no one there.
http://www.globalair.com/airport/default.aspx
It gives prices by region, lowest to highest.