Amid all the junk mail pouring into your house in recent months, you might have noticed a solicitation or two for a "professional card," otherwise known as a small-business or corporate credit card.

If so, watch out. While J.P. Morgan Chase & Co.'s Ink from Chase card, Citigroup Inc.'s Citibank CitiBusiness/AAdvantage Mastercard and the...