While off-the-shelf MMM tools provide convenience, they may lack the customization required to accurately reflect a specific business’s unique marketing environment. These tools often make assumptions that might not be applicable to every firm, leading to inaccurate results and unreliable insights. It is important for marketers to carefully analyze and validate the assumptions made by off-the-shelf MMM tools to ensure their relevance.