Marketing mix modeling (MMM) is a powerful tool for marketers when optimizing their advertising mix and promotional tactics. However, the current MMM primarily focuses on campaigns’ direct short-term effects. That means marketers try to link, e.g., ad spend to immediate sales and ignore...