Optimizing Cart Page conversion involves showcasing product availability, streamlining design by removing sold-out items, emphasizing return policies, and transparently presenting shipping costs. By attending to these factors, we create a user-friendly experience that instills confidence, simplifies decision-making, and drives higher conversions.