The idiom at face value means accepting something as it appears, without looking deeper. It can be a warning to think more carefully. This phrase originated from the financial markets, where the face value of something monetary is the value printed on that item. For example, a one hundred dollar bill has a face value of one hundred dollars.
Don’t take his promise at face value.