Quick Answer: The best scalable Next.js file and folder structure is feature-first, domain-driven, and split by app boundary rather than by generic file type. Use the App Router for route-specific code, keep reusable UI in a shared design system, isolate server actions, data access, and API clients in dedicated layers, and organize each product domain into self-contained modules that can grow independently.
A scalable Next.js architecture should minimize cross-feature coupling and make ownership obvious at every layer. The most reliable pattern is to structure the codebase around business domains or product features, with route files in the app directory handling composition only, while logic, validation, server actions, queries, components, and utilities live inside feature folders. This keeps the application easy to navigate, reduces accidental dependency leakage, and supports parallel development as the team and codebase expand. In practice, shared primitives belong in a centralized UI and lib layer, but anything tied to a specific workflow, entity, or page should remain close to its feature boundary. That balance gives you a codebase that is testable, maintainable, and compatible with Next.js scalability best practices.