Systems and methods are described herein for generating query suggestions. The method comprising retrieving a plurality of metadata fields associated with a media asset, generating, based on the retrieved plurality of metadata fields, a plurality of combinations of the metadata fields. For each respective combination of the metadata fields of the plurality of combinations, the method searches a database for media assets that comprise metadata fields matching the respective combination of the metadata fields, and calculates a number media assets that match the respective combination based on the searching. The method selects a combination of the metadata fields of the plurality of combinations with a lowest associated calculated number of matching media assets, creates a suggested query based on the selected combination of metadata fields, and outputs the suggested query.