While indexing can greatly improve database performance, there are common pitfalls to avoid. Over-indexing can lead to increased storage requirements and maintenance costs. Additionally, indexes on columns with low cardinality or those that are frequently updated can negatively impact performance. It's also important to avoid creating indexes on columns that are rarely used in queries, as this can lead to unnecessary overhead. By being aware of these pitfalls, you can better optimize your database's performance.