To design a RESTful API in Laravel, I would follow the conventions like using proper HTTP methods (GET, POST, PUT, DELETE) for resource actions, structuring the routes to reflect resource URLs, and using JSON for data interchange. Additionally, I would ensure proper status codes are returned for responses to indicate success or failure.