<p>Quantum computing is a rapidly advancing technology that has the potential to revolutionize the automotive industry. This survey examines the potential impact of quantum computing on the automotive industry, focusing on the challenges that the industry faces and how quantum computing can address these challenges. The article also discusses the potential risks and limitations associated with quantum computing in the context of the automotive industry. By a thorough analysis of the relevant research and industry advances, this review aims at offering understanding of the transforming role of quantum computing in the future of the automotive industry.</p>