To optimize your Node.js app for performance and scalability, use the gzip middleware in Node.js to compress assets and responses. This reduces data size, making it easier to transmit and download, resulting in faster load times and lower latency. Install the `compression` package, set up the middleware with Express.js, and configure caching mechanisms like Redis or Memcached to store compressed assets.