Reviewers see QApilot as a practical way to get mobile test coverage faster, especially by turning existing manual, natural-language, or BDD test cases into executable flows on real devices. Users repeatedly praise CoWork for handling UI changes, popups, and shifted flows without blindly passing tests, and for asking for human approval when intent might change. They also like quick-start options such as Crawler and dual-device testing. The main criticism is limited visibility and control: reviewers want clearer debugging, more explanation for replanning decisions, and easier setup or configuration for broader team use.