Comprehensive test coverage in functional testing is ensured by developing a detailed test plan that covers all aspects of the software's functionality. This includes identifying all functional requirements, creating exhaustive test cases, and employing positive and negative testing strategies. Regular review and updates to the test cases, based on software changes and feedback, also contribute to maintaining thorough coverage throughout the software development lifecycle.