How do you normally determine the interest rate? If you normally determine it on the borrower's score instead of the "co-signers" score then that is how you should do it for this loan. Otherwise I would say you're giving the EO preferential treatment because they are obligated on the loan.
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The opinions expressed are mine and they are not to be taken as legal advice.