The World Wide Web has enabled discussions on just about every kind of experience imaginable resulting in an expanding repository of social content. Not surprisingly as this online social content grows, so does our reliance on it to make effective decisions in the physical world. As a result many physical activities, like shopping and travel are now prefaced by a period of online research and then followed by a summarization of the experience