Sharing auditors with major customers is a new mechanism to reduce corporate misstatement and improve audit quality. This paper combs the domestic and foreign literature on supply chain sharing audit in recent years, expounds the impact of supply chain sharing audit on audit quality and audit cost from the perspective of knowledge spillover in the supply chain, summarizes and summarizes the research ideas and context, and points out the future research direction.