Most times, memory foam shoes are comfortable to some set of people, and uncomfortable to others. Its purpose is to alleviate pain and provide support, but if it does otherwise, it needs to be checked. The discomfort could be towards the back, knees, or foot. Therefore, you should know whether your legs support it or not.