Yes, it’s called the placebo affect and there is always some psychosomatic element to the placebo affect - if told it is the real thing, some on the placebo but not knowing it is the placebo will say they feel better.
I wouldn’t ask you to take something that you don’t feel will improve your health, placebo or otherwise. So you’re safe.