I did not say that it needs to be first hand knowledge, I said that they claimed first-hand knowledge.
Why did they claim first-hand knowledge? because immediacy feels more convincing. A story in first person is more visceral. Why did they feel the need to "make it more convincing" like that? it's a tell.