What's your AI Visibility Score?
12 questions mapped to the AI Citation Pyramid™. Get a 0–100 score, a per-layer breakdown, and a prescriptive next step. Nothing gets sent anywhere — the assessment runs entirely in your browser.
- 1
Layer 1 · Entity clarity
Does your homepage emit valid Organization + Person JSON-LD schema with sameAs links to LinkedIn, Crunchbase, and press mentions?
Test via Google's Rich Results Test. 'sameAs' is what LLMs use to resolve you as a single entity across the web.
- 2
Layer 1 · Entity clarity
Do all pages have consistent canonical URLs and a single, stable brand name across every property (site, LinkedIn, press, GitHub)?
- 3
Layer 2 · Structured facts
Do you have a glossary of your proprietary and category terms, each with DefinedTerm schema on its own URL?
- 4
Layer 2 · Structured facts
Do your key pages include FAQPage and/or HowTo schema with speakable-tagged answers?
- 5
Layer 2 · Structured facts
Do you publish a machine-readable index (llms.txt, /.well-known/, or MCP endpoint) that describes your site to AI agents?
- 6
Layer 3 · Owned depth
Do you have at least 3 pillar pages (2,000+ words) that answer a whole category question end-to-end, not fragments?
- 7
Layer 3 · Owned depth
Do you publish named, proprietary frameworks or models (with trademarked names) on dedicated URLs?
Named concepts get cited disproportionately because they resolve ambiguity for the model.
- 8
Layer 3 · Owned depth
Do you publish original data — benchmarks, indices, surveys — refreshed at least quarterly?
- 9
Layer 4 · Distributed proof
Do you have 150+ referring domains from credible sources (trade press, industry newsletters, podcasts, .edu, .gov)?
Check via Semrush, Ahrefs, or Majestic. Diversity matters more than raw count.
- 10
Layer 4 · Distributed proof
Does your founder or CEO publish thought leadership (LinkedIn essays, bylines, podcasts) on a consistent monthly cadence?
- 11
Layer 5 · Tier-one validation
Have you earned coverage in the last 12 months from tier-one outlets LLMs weight most heavily (WSJ, Bloomberg, Forbes, TechCrunch, Axios, MIT Sloan, Fortune)?
- 12
Layer 5 · Tier-one validation
Are you named in analyst research (Gartner, Forrester, IDC) or included in a recognized industry index or ranking?
Answer all 12 questions to unlock your score.
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