GEO Lens — AI Search Readiness Auditor 作者： Market Analticx

Score 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 (or open it from the sidebar) on any page and it 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.

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 and scripting — no host permissions, no data collection of any kind.