Insurers may use credit systems to check whether they will offer DD or not but the ones my insurer do don't affect your credit score although i can't say the same for other insurers.
Everything on mine showed green, I guess if you elect to pay monthly then miss a payment THEN they would. It seems that even for a quote they do these checks so they can offer you the monthly option.