PCBs can be categorized into rigid, flexible, and rigid-flex types, each serving distinct roles: rigid PCBs are durable and used for complex designs, flexible PCBs offer pliability and lightweight options, and rigid-flex PCBs combine both for versatility in constrained spaces.