mistakes vary from "obviously wrong" to "looks vaguely correct, but the source states something different" to "looks plausible, but the cited page is completely irrelevant, the AI clearly made this up" Even for straight fact lookups, I've seen it cite pages and claim one number, and then i click through and the source matches the vague shape of the answer but has a different number.
Its just constant hallucinations. "thats a common problem, just change this <setting that does not exist> or set <option that does not exist>". Full gemini seems more capable, but whatever google is throwing at the top of their free searches is awful IME.