To optimize a REST API, I would start by implementing caching strategies, such as in-memory caches for frequently accessed data. Next, I would analyze and minimize payload sizes using techniques like compression and selective data retrieval through fields or projections. Additionally, I’d consider implementing rate limiting and load balancing to manage high traffic efficiently.