Many direct marketers are keenly aware of the trade-off between risk and response – individuals with the highest credit risk tend to respond best to offers of credit, while individuals with perfect credit are typically unlikely to respond to offers of credit. Combined with a recent trend away from doing pre-approved offers of credit, the need to determine an individual’s likely credit profile is more important than ever when executing effective marketing campaigns.