The invention provides for customized display of search results to Users. The invention further provides for customization of associated advertisements. The invention further provides for a dynamic personal knowledge base that is kept private. The invention provides an Intelligent Web Proxy that re-sorts search results based on the contents of the personal knowledge base (PKB) and creates a display customized to User preferences. The invention also automatically tracks and updates User activity, and “learns” User preferences.