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I can't be of much help, but I solely use
www.pricegrabber.com and it's probably the #1 I hear people speak of.
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Pricegrabber is one of the biggest but it is not targeted at one segment. My site would be targeted at a niche market that places like pricegrabber/froogle etc. don't do a great job of covering.