A database schema plays a crucial role in data organization by defining the structure and relationships of data within a database. It acts as a blueprint that outlines how data is stored, including tables, fields, data types, and constraints. By establishing a clear schema, developers and database administrators can ensure data integrity, enable efficient queries, and facilitate data management, ultimately leading to better performance and easier maintenance.