The trick is finding a restaurant that is new and good for both people. Me thinks that narrows the list considerably. If you can get a high volume of reviews (or even this is better than that comparisons), a Netflix style recommendation engine might work out, but I think the easy route is to pick a few good restaurants and only recommend them. Good trumps new any day of the week... and twice on Sundays.
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