I doubt that LLM queries honestly leak all that much more information.

I don’t doubt it. Search engine queries are just like a one time short query and then you just click on what seems like what you’re looking for and continue from there.

LLMs conversations, on the other hand, go much deeper, exactly to what you’re interested in, clarifications etc.