Every day computer users retrieve information from among dozens of incoming emails, hundreds of files on their personal computers, and billions of Web pages. In order to help people search through this deluge of information better, we need not just better technology, but also a better understanding of what people's information needs are. In this talk, I will present several studies of user information seeking behavior and discuss how the results of these studies have informed the development of a next generation search tool.