Credit card marketers have long turned to a variety of sources for data that make it cost-efficient to find new customers and hold onto them.

Typically, card companies buy credit bureau information first and supplement it from other sources. But now a bumper crop of information services and marketing companies are trying to lure issuers to their products first.

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