Expert Search is a tool that returns people rather than documents based on an assessment of document structure, key terms, identities, and 'best distances'. It can search millions of documents across enterprise intranets or the public web if the universe is predefined. The document demonstrates Expert Search by searching a universe of 'Famous Chemists' and provides results with supporting evidence that can open messaging clients if the person is online. It explains how different domains or universes can be built by uploading name lists with typical spreadsheet input and finding URLs for analysis to create custom Expert Search tools.