> LLMs cannot “crawl pages” or “scrape” or do anything - it’s an offline archive with a few convenience methods.

Being a bit needlessly pedantic here. I think it's well understood in these circles that such models are being driven by agents, which absolutely can crawl and scrape. The only thing a human needs to do is write rules for the agent to follow.