Now the recommended web pages are available in a feed, but also from an URL that sends you to a random recommended URL: Google Recommendation.
If you have Google Toolbar, add this custom button instead. Google's Sep Kamvar describes the magical button: "Click on the dice, and we'll take you to a site that may be interesting to you based on your past searches. If you want another, just click the dice again and we'll show you a new one. We'll give you up to 50 new sites per day that might be of interest."
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Google split the all-in-one recommendation gadget into six smaller gadgets for: searches, web pages, news, videos, groups and other gadgets. To get them in your personalized homepage, go to this page and add the six gadgets one by one (alternatively, create a new tab titled "Recommendations"). Here's what I see (click to enlarge):
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While this is no StumbleUpon, you may discover a lot of interesting web pages related to your queries you wouldn't have found otherwise.