... makers Qiang here from 956231 Studio. Disclosure up front: I'm the maker and I'm selling this. I built GEO Audit Kit because AI assistants became a real discovery channel, and almost every small shop I work with has no way to check whether they show up there at all. It's a pack of Python scripts that scores how findable your pages are in AI answers and search structured data, answerability, entity coverage, citation readiness then prints ...