CompuCredit Corp. sees big potential in cards for people with limited credit histories.

With 500,000 active credit card accounts and more than $488 million in receivables, the three-year-old company is small by industry standards. But chief executive officer David G. Hanna said 82 million Americans have not been solicited for credit cards, and his company has assigned acceptable credit scores to 25 million of them.

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