Marketing mix modeling recognizes the importance of in-store promotions in generating short-term sales volume. While digital channels have gained prominence, physical storefronts still play a vital role in many industries. By including in-store promotions in the modeling process, businesses can identify the optimal balance between online and offline marketing activities. This approach ensures that companies make informed decisions about their marketing mix, considering both short-term gains and long-term brand building.