1. A method for managing prospective search queries, the method comprising: receiving a first prospective search query; determining a first sample data set based on a union of the first prospective search query and a second prospective search query; and providing an indication that the first prospective search query is not mutually exclusive with the second prospective search query if the first sample data set matches the second prospective search query.