open-geo

Most AI-visibility tools query an API or scrape the DOM. open-geo reads the real, rendered answer a logged-in user actually sees, in a browser, so the numbers match reality. Capture is an agent following a plain-language playbook, not hard-coded selectors, so it adapts when engines change their UI. You get an honest funnel of sources and citations, not a vanity score, and it flags unreliable runs instead of guessing.