This study established and validated a nomogram model to assess the probability of CKD in U.S. adults with NAFLD, utilizing six routine NAFLD detection indicators: age, SBP, serum albumin, CRP, TC, and TG. Here, ALB is linked to metabolic dysfunction-associated steatotic liver disease.