While you can technically lock your rate in with multiple lenders, doing so implies you’re following through with the loan application process. Locking your rate could also trigger a credit check and sometimes other fees, which you might still be responsible for even if you decide to do business with another lender. For these reasons, it’s best to shop for rates with multiple lenders, but only lock your rate with the one waving the most compelling offer.