Compositions and methods for enhancing plant growth and crop yield in legumes and non-legumes are described. The compositions include lipo-chitooligosaccharides in combination with flavonoid compounds, especially genistein or daidzein. The method includes applying the compositions to seeds and/or plants either concomitantly or sequentially.