Ideology is the core of thought and the foundation of value. Chinese ideology refers to Chinese mainstream ideological discourse power. Hence, the focus on the international discourse power of Chinese ideology is a must. It is necessary to go beyond the research paradigm of communication and give priority to practical paradigm of study. Based on the great practice of constructing human community of shared future, it is possible to enhance the international discourse power of Chinese ideology and show the charm of the mainstream ideology, which is the new dimension of constructing the international discourse power of Chinese ideology in the new era.