Today’s consumer encounters a wide range of marketing messages throughout the purchase journey. New attribution models are helping retailers create more effective campaigns that attract new customers, accelerate sales conversion and increase revenues and profit margins. This report outlines some of the issues that are currently impacting attribution assignment and highlights how some retail marketers are addressing the difficulties that arise when laying the foundation for future success.