Following a decade of the Belt and Road Initiative (BRI), how do Chinese state companies and governments react to international resistance to the initiative? Pushbacks against the BRI have been well documented, yet there is limited study on how China has responded to such resistance. Based on fieldwork in Kenya, Ethiopia, Zambia and China between 2014 and 2023, this paper presents two of the response mechanisms adopted by Chinese state actors in the face of institutional gaps and information deficits. The first is that Chinese state-owned enterprises (SOEs) innovate public relations strategies and then promote these practices to Beijing for dissemination. The second mechanism allows information to be directly transmitted to Beijing, via the internal reporting system (neican), so that Beijing can respond promptly to overseas incidents. On a theoretical level, this paper contributes to the adaptive governance literature by analysing the overseas practices of Chinese state actors and underlining that host country social actors are key drivers of these changes. On an empirical level, this article focuses on the feedback mechanism of the Belt and Road Initiative in an attempt to fill the gap in related research in this field.