It is important to make sure that all of the output is properly formatted to strictly follow the structure that is specified when working with JSON Schema constraints. JSON Schema is a powerful tool that provides a means of annotating and validating JSON documents, thus helping to sustain data integrity and consistency. The following article describes approaches for correctly formatting responses based on JSON Schema rules, with an emphasis on avoiding typical errors and guaranteeing type compliance.