1. A method to facilitate user productivity in visualizing and reviewing a set of document search results, the method comprising: receiving a query request comprising two or more search terms as a computer machine input, wherein each search term from the one or more search terms is assigned a graphical indicator; searching a corpora of electronically stored content for a set of at least two documents relevant to the query request; scoring a set of paragraphs associated with the set of at least two documents; ranking the set of paragraphs based on the scoring; and displaying at least one boxed abacus icon that indicates whether the two or more search terms in the query request are present in a subset of the set of paragraphs, wherein: the subset comprises a preset number of paragraphs receiving higher scores determined in the ranking step than a set of paragraphs not included in the subset, each paragraph in the subset is assigned to a vertical line in a set of vertical lines, and the at least one boxed abacus icon comprises a depiction of the graphical indicators on each vertical line corresponding to a presence of the search term in the paragraph.