The rise of online auto marketplaces has brought substantial legal challenges. Sellers on these platforms are confronted with a complex of legal issues, including consumer protection laws. Additionally, the online platform structure of these marketplaces creates novel challenges for regulation. Therefore crucial for both individuals and businesses