‘We are what we spend’, transaction data and transaction based scores provide a far more precise profile of consumer preferences and behaviors than traditional response, originations and behavior models. Despite the ubiquitous nature of transaction data, surprisingly few organizations are tapping its full potential for use in marketing and cross-sell strategies.