Choosing the right database has long-term implications for your application's performance and scalability. This guide compares MySQL (best for e-commerce, CMS), PostgreSQL (best for complex queries, analytical apps), and MongoDB (best for flexible schemas, real-time apps). Covers indexing strategies, query optimization, and when to use multiple databases.