Techniques are provided through which query associations are made between initial queries and corresponding query modifications to the initial queries previously made. Each query modification is made with respect to a searchable source. Based on these query associations, modified queries are generated on a per-source basis. Query associations may be stored on a per user or per community basis, where a community can include many users. Frequently used query modifications may be stored as templates.