The GROUP BY clause in MySQL is used to group rows based on one or more columns. It is often used in combination with aggregate functions like SUM, COUNT, AVG, etc., to perform calculations on groups of rows rather than individual rows. This allows for data analysis and reporting at a higher level of granularity.