Firms that understand their competition and cooperation levels can improve their innovation processes. By predicting the balance between competition and cooperation, firms can develop strategies to stay ahead of rivals. Chinese enterprises were studied, showing that firms adjust their innovation patterns based on their competitive relationships. This helps them quickly achieve their innovation goals and adapt to changing environments.