GEO Lens — AEO/GEO Content Auditor

GEO Lens shows you exactly why a page is — or isn't — ready to be cited by AI search: AI Overviews, ChatGPT, Perplexity, and Gemini. Click Scan and GEO Lens analyses the main content of the page, highlights problems in colour right where they occur, and opens a side panel with an overall GEO score, five category sub-scores, and a concrete fix for every issue. WHAT IT CHECKS • Extractability — can an AI lift a direct answer? Walls of text, unanswered question headings, buried definitions, missing opening summaries. • Structure — H1 usage, heading hierarchy, question headings, lists vs prose, comparison tables, table of contents. • Entity & E-E-A-T — author, dates, sourced claims, first-hand experience, entity consistency. • Schema — JSON-LD coverage: Article, FAQPage, HowTo, and broken markup. • Citability — vague quantifiers, outbound sources, quotable stat-sentences, hedged claims. FEATURES • Colour-coded inline highlights, non-destructive (your page is restored exactly when you clear or close). • Scored side panel (0–100 + A–F grade) with severity, the exact text affected, a plain-English explanation, and a fix for each issue. • Click any issue to jump to it on the page. • Toggle highlight categories on and off. • Export a self-contained HTML report to send to clients. • Recent-scan history. PRIVACY Everything runs locally in your browser. No account, no API key, no network calls, and no data ever leaves the page. GEO Lens requests no broad site access — it only runs when you click Scan. Built for SEO professionals and content writers optimising for Answer Engine Optimization (AEO) and Generative Engine Optimization (GEO).