The present disclosure relates to a composition for improving skin appearance such as skin lightening, anti-aging, and reduction in hyper pigmented dark spots on the skin. In particular, the present disclosure relates to a composition comprising a combination of 6, 7, 4™ trihydroxyisoflavone and dihydrooxyresveratrol. The present disclosure also provides a formulation comprising said composition and methods for preparing and using the same.