GEO Lens — AI Search Readiness Auditor

GEO Lens scores any webpage 0–100 for AI-search readiness — how well it's positioned to be read, understood, and cited by AI search engines and LLM-powered answer boxes. As search shifts from ten blue links to AI-generated answers, pages need more than traditional SEO to get cited. GEO Lens audits the signals that determine whether an AI system can actually extract and quote your content, right in your browser. Click the toolbar icon on any page and the side panel scans automatically, running seven weighted checks: Schema & structured data — JSON-LD blocks, FAQPage/HowTo/Article/Organization/Product types Answer extractability — question-format headings followed by concise, quotable answers Heading architecture — clean H1 structure, no level jumps Chunk quality — paragraphs sized for citation, not walls of text Entity clarity — clear brand and author identity, sameAs links, About page Technical directives — canonical tags, meta robots, noai directives, llms.txt Freshness signals — visible dates and schema timestamps Each check returns a pass/warn/fail card with the specific evidence found and a one-line fix — no guessing what to change. 100% on-device. All analysis runs locally via DOM inspection. No backend, no API keys, no tracking, and no page content ever leaves your browser. Minimal permissions. GEO Lens only requests activeTab, sidePanel, and scripting — no host permissions, no storage access beyond the extension's own settings page, and no visibility into tabs you haven't clicked into.