Yes. We are left with taking their personal experieces at face value. That’s all we have. But, when - 99% of the time - there is no independent evidence for that same experience, we cannot just take things at facce value.
Witness statements convict people of crimes all the time.
They are an excellent source of data—not perfect—but excellent.