The primary purpose of the useMemo hook is to memoize computed values. It takes a function and a dependency array, and only recomputes the memoized value when one of the dependencies has changed. This is useful for expensive calculations that would otherwise be recomputed on every render, such as complex data transformations, filtering large arrays, or heavy mathematical operations.