The Facebook Recommendations app shows personalized recommendations to your shoppers. Since the content is hosted by Facebook, the plugin displays personalized recommendations even if you do not have a login system for your store. Recommendations are generated based on all the social interactions with URLs from your site.
You specify the exact domain for which to display recommendations.
The application does not aggregate reviews across multiple domains.