NCERT books play a crucial role in UPSC preparation as they provide a strong foundation in the basic concepts across various subjects. They are especially useful for subjects like history, geography, and polity, as they present information in a clear and concise manner. Aspirants are encouraged to start their preparation with NCERTs before moving on to advanced books. This method ensures a thorough understanding of fundamental principles, making it easier to tackle more complex topics later in their studies.