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That must be your pre-approved rate. You could certainly call them to see if you'd qualify for a lower rate but more than likely it will result in a HP.
I got one too @ 9.99% so it seems targeted and unlikely to budge unless your credit report improved since they pulled for preapproval, but YMMV of course.