The primary advantage of using RESTful APIs lies in their adherence to REST (Representational State Transfer) principles, which emphasize scalability and simplicity. RESTful APIs allow for stateless client-server interaction, utilize standard HTTP methods, and can interact with various data formats, like JSON and XML. This flexibility makes them popular for web services and mobile applications.