Fan loyalty in sports is immensely important as it fosters a persistent connection between fans and teams, contributing to team success both on and off the field. Loyal fans create a supportive atmosphere, enhancing the home-field advantage and encouraging athletes to perform at their best. Moreover, these loyal followers actively engage with teams through attendance, merchandise purchases, and social media, which directly impacts revenue and team visibility.