The AI visibility space is repeating the worst patterns of traditional SEO tooling with high monthly pricing, closed platforms, opaque usage models, and long term lock in. So I built an open source AI visibility tool that shows when Google AI Overviews mention (planning to add more LLMs) your brand, monitors competitors, finds content gaps and audits your sites machine-readability. No paywall, no lock-in, and you get all the features of expensive AI visibility tools. Worth checking out before you spend on anything.