In the fast-growing Indian e-commerce ecosystem, maintaining a clean and accurate product catalog is essential for customer trust and operational efficiency. Our client, a large multi-category online marketplace, was struggling with catalog inconsistencies, repetitive product listings, and mismatched SKUs across platforms. These issues impacted search visibility, conversions, and seller performance.