The primary reason the lean startup methodology is critical is that it helps to reduce the risk of failure. By emphasizing a build-measure-learn feedback loop, startups can quickly identify what works and what doesn't. This approach helps entrepreneurs to be more efficient with their resources, focus on what customers actually want, and avoid building products or services that nobody needs. It enables startups to pivot or adjust their strategies based on real-world feedback from customers.