MaxDiff surveys and importance scores have become an instrumental and frequent tool within our company for an abundance of use cases. Although the core of MaxDiff results was very effective in informing business strategy and decisions, we have now tested and utilized multiple additions and methods to a MaxDiff approach that have increased the interpretability for business stakeholders and also the potential actionability and overall impact of the research.