In this systematic review of published and ongoing clinical trials of the efficacy of GLP‐1RAs for NAFLD, we found that GLP‐1 RAs are effective for the improvement in hepatic enzymes and hepatic steatosis, with the potential to reverse fibrosis. The gene discussed is GLP1R; the disease is fatty liver disease.