For anyone that decides to vibe-code these kind of tools, have a generated content vs. manual labour split.

This isn't bound to AI-use, even if you scrape factual content, a million and one things can go wrong, so having some kind of checkbox that says "Yes, I have reviewed and verified it is one hundred and fifty percent certainly confidently true, a fact even" forces you to verify what you're publishing is true.

A POC is only 10% of the way.