Usually it's non-novel (correctly-harmelessly but unhelpfully, restating the web search results). When it's novel it's because it's wrong.
I would remember the situation where reading the LLM thingy added any value if it ever happened. The weird little UI thing they do where they only show the LLM result if you wait for it to render makes this very easy, I have to scroll up to even consider it.