This provides the tools to add in-context related article links to Web pages, portals, and search results. Automatic, dynamic categorization gives high accuracy without taxonomies or training. This does its own spidering and indexing to create Document Genomes. Multiple interfaces to related-document queries and results make for easy integration. It works with search engines or stand-alone.