This study aims to evaluate the anti-obesity effects of Ashwagandha (Withania somnifera, AS), Chrysanthemum zawadskii Herbich var. latilobum (Maxim.) Kitamura (C), and their combination (AS:C = 3:1, ASC) in high-fat-diet (HFD)-induced obese animal models. Key metabolic parameters, including body weight, lipid metabolism, adipogenesis, energy expenditure, and glucose homeostasis, were assessed. HFD-fed mice were supplemented with AS25, C25, or ASC at different concentrations (ASC25, ASC50, and ASC100). Body weight, food efficiency ratio (FER), organ and adipose tissue weights were measured. Serum biochemical markers, including lipid profiles, glucose, insulin, and liver enzymes, were analyzed. Western blot analysis was conducted to assess the expression of key proteins involved in adipogenesis, lipogenesis, lipolysis, and energy metabolism. ASC complex supplementation, particularly at higher doses (ASC100), significantly reduced body weight gain, liver weight, and total white adipose tissue (WAT) accumulation. ASC complex groups exhibited improved lipid profiles, with reductions in triglycerides, total cholesterol, and low-density lipoprotein (LDL). Serum glucose, insulin, and HbA1c levels were significantly reduced, suggesting improved insulin sensitivity. Western blot analysis revealed that ASC complex supplementation downregulated key adipogenic markers, including PPARγ, C/EBPα, and SREBP1c, while enhancing adiponectin levels. ASC complex also promoted energy metabolism by increasing the phosphorylation of AMPK and UCP1 expression, indicative of enhanced thermogenesis and lipid oxidation. ASC complex supplementation demonstrates a potent anti-obesity effect by modulating adipogenesis, lipid metabolism, and energy expenditure. The findings suggest that ASC complex could serve as a promising natural therapeutic strategy for obesity and metabolic disorders. Further research, including clinical trials, is warranted to validate its efficacy and safety in human populations.