Next.js offers an opinionated approach to building React applications with server-side rendering handled automatically. It promotes an atomic design structure where the smallest reusable components are defined as atoms and molecules, with organisms bringing components together, and pages composed of organisms. Setting up a Next.js app is simple using create-next-app, and it supports features like static exporting, dynamic imports, and easy asynchronous data fetching through getInitialProps.