Riley-O constructs a relevancy map of any document at realtime with a google-like interface and passes this map to search Google, bing, YAHOO!. Benefit here is helping users search: - when the user requires an entire document to satisfy the search requirement. - or when they don't know the subject matter or keywords; - or the possibility that the user does not know what they are looking for.