Chase Manhattan Corp. hopes to score with small businesses by using a data base similar to the one it uses for credit card marketing.

"We wanted to understand small-business owners and their needs better than any competitors," said Joseph Scharfenberger, executive vice president for commercial and professional banking. "The only way we can do that is by using all this information."

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