Recognizing the pivotal role that user experience plays in engaging and retaining website visitors, we embarked on an intensive research journey to gain comprehensive insights into the needs, preferences, and pain points of MRA’s target audience. By conducting user surveys, analyzing user behavior, and studying industry best practices, we gained a profound understanding of the medical codes landscape and the specific requirements of users in this domain.