GEO Lens: Page Auditor

Audit pages for AI-search citation readiness, answerability, entity clarity, and technical access.

GEO Lens is a Chrome side-panel companion for brand, agency, and GEO analysts who need to understand whether a page is ready to be discovered, understood, trusted, and cited by AI answer engines. The extension audits the current page for generative engine optimization readiness and turns the result into an evidence-led action plan. It is designed for teams working on AI search visibility, answer engine optimization, brand mentions, citation share, and competitive content strategy. Core capabilities: • GEO Page Auditor Score the current page across answerability, entity clarity, citation readiness, and technical AI access. GEO Lens inspects visible HTML, metadata, headings, schema, FAQ patterns, comparison language, evidence links, data density, freshness signals, robots directives, llms.txt availability, image alt text, canonical tags, and app-shell risk. • Citation Gap Analyzer Save competitor pages, cited sources, review pages, documentation, Reddit threads, or media articles while browsing. Then compare the current brand page against those saved sources to identify missing terms, missing evidence formats, structural gaps, and content moves that can improve AI citation readiness. • AI Answer Review Paste answers from ChatGPT, Perplexity, Gemini, Claude, or Google AI Overviews. GEO Lens parses cited URLs and brand/domain mentions locally, then helps diagnose whether the brand is mentioned, omitted, cited, or present without enough entity clarity. • Evidence-First Reporting Copy a markdown audit report for content briefs, client decks, SEO tickets, GEO workflows, or editorial review. Privacy: GEO Lens runs its analysis in the browser and does not send page content, saved sources, pasted AI answers, or brand settings to an external server.