As CS-Cart catalogs grow beyond 50,000 SKUs with multiple product features and category filters, default query structures can begin locking threads during traffic spikes.

We examine MySQL slow query log analysis, EXPLAIN query plan interpretation, adding targeted compound indexes without breaking core migrations, and leveraging Redis for high-frequency storefront reads.