A system includes: a storage unit configured to receive an input query; and a control unit, coupled to the storage unit, configured to: identify input query components in the input query; detect a query conflict between one or more of the input query components; generate a conflict free query based on the input query components; and generate a query response for the conflict free query for displaying on a device.