SAR is essential because it provides insights into the mechanistic pathways of catalytic reactions. By understanding these relationships, researchers can design more efficient catalysts, minimize unwanted side reactions, and tailor catalysts for specific applications such as industrial processes, environmental remediation, and pharmaceutical synthesis.