Systems, methods, computer-readable media and other embodiments are provided that relate to processing database queries. In one embodiment, a query analysis logic can be configured to analyze a query to identify multiple instances of the same table. Instance numbering for the multiple table instances can then be performed using the query structure such that equivalent queries will likely get the same instance number assignments to improve materialized view recommendations for queries.