In Snowflake, clustering is a technique that organizes the data in micro-partitions to improve the performance of queries, particularly for large datasets and specific access patterns. Unlike traditional databases, Snowflake does not use indexing. Hence, clustering is the appropriate method to optimize query performance in Snowflake.