TPO (trade promotion optimization) is a distinct but complementary concept compared to TPM. While TPM focuses on promotional activity planning, execution, and evaluation, TPO enhances trade promotion effectiveness by utilizing advanced analytics and optimization techniques. TPO’s main goal is to identify the most efficient and effective promotional strategies and methods, ensuring promotional investments have the greatest returns.