Metabolic (dysfunction) associated fatty liver disease (MAFLD) is the term suggested in 2020 to refer to fatty liver disease related to systemic metabolic dysregulation. The name change to MAFLD comes with a simple set of criteria to enable easy diagnosis at the bedside for the general medical community, including for primary care physicians. Since the introduction of the term, there have been key areas in which the superiority of MAFLD over the traditional NAFLD terminology has been demonstrated including for the risk of liver and extrahepatic mortality, disease associations, and for identifying high risk individuals. Additionally, MAFLD has been adopted by a number of leading pannational and national societies due to its concise diagnostic criterion, removal of the requirement to exclude concomitant liver diseases, and reduction in stigma associated with this condition. This article explores the differences between MAFLD and NAFLD diagnosis, areas of benefit, some potential limitations, and how the MAFLD terminology has opened up new fields of research.