Nonalcoholic fatty liver disease (NAFLD) is closely related to gut microbiota due to the hepatic portal system, and utilizing natural polysaccharides as prebiotics has become a prospective strategy for treating NAFLD. However, the therapeutic effects and potential molecular mechanisms of Lanzhou Lily polysaccharides (LLP) on NAFLD remains unclear.Therefore, the alleviating effects of LLPon NAFLD induced by high-fat diet(HFD) were investigated. LLP treatment greatly ameliorated NAFLD by significantly reducing lipid accumulation and the levels of liver function markers in HFD-induced NAFLD mice, as evidenced by decreased serum levels of TG, TC, HDL-C and LDL-C. Furthermore, LLPadministration reduced hepatic steatosis, as shown by H&E and Oil red O staining.LLP also inhibited the TNF-α and IL-1βexpression, thereby reducing levels of hepatic proinflammatory cytokines.Furthermore, LLP restored gut microbiota dysbiosis, and regulatedmicrobial metabolic pathways such as primary bile acid biosynthesis and amino acid metabolism. In addition, the resultes of Spearman's correlation analysisfound that some key metabolites in these metabolic pathwayswere associated with intestinal microorganisms such as Desulfobacterota, Prevotellaceae-UCG-001, Colidextribacterand Alistipes.Therefore, our study suggests that LLP may has potential applications in the treatment of NAFLD by regulating gut microbiotaand its metabolite profile.