Methods of ranking documents on a network using an incrementally-updatable system are disclosed. Computer readable storage media having stored computer-executable instructions for performing a method of ranking documents on a network using an incrementally-updatable system are also disclosed. Further, computing devices containing at least one application module comprising application code for performing methods of ranking documents on a network using an incrementally-updatable system are disclosed.