The official KSM™ standard · Dr. Anthony Q. Bowen
Can AI find, understand and recommend your business?
KSMModel.app scores your brand’s AI visibility for AEO and GEO, identifies the gaps, and shows you what to improve next.
Powered by the Knowledge Structuring Model™ — Structured Extractability, Entity Salience and Citation Authority.
Know your score. Find the gaps. Build your AI authority.
AI Visibility is the next layer of digital visibility.
Paid Ads help you buy attention. SEO helps you rank in search. Social Media helps you build an audience. AI Visibility helps ensure your organization can be found, understood and confidently referenced when customers use AI to find answers, products, services and recommendations.
KSM Visibility Hub shows you whether you're ready — and what needs to improve.
Three pillars
Three pillars. One published score.
Structured Extractability
Can AI systems accurately access and interpret your public information?
Entity Salience
Can AI systems clearly understand who you are, what you do and how your organization is connected across the web?
Citation Authority
Do credible external sources support the claims AI systems may rely on when describing your organization?
Overall AI Visibility Score = (SE × 0.40) + (ES × 0.40) + (CA × 0.20)
Structured Extractability 40% · Entity Salience 40% · Citation Authority 20%. Each pillar is scored independently from 0–100; the lowest is flagged as your Constraining Pillar.
Go beyond AI monitoring. Build AI visibility readiness.
Many AI visibility tools tell you whether your brand was mentioned. KSM Visibility Hub evaluates the underlying digital knowledge conditions that influence whether AI systems can find, understand and support information about your organization.
SEO asks: Can search engines rank you?
AI monitoring asks: Did AI mention you?
KSM asks: Can AI find you, understand you and support the answer with credible evidence?
Diagnose
Schema & JSON-LD parsing, heading hierarchy, FAQ extractability, Wikidata, ORCID and sameAs resolution, citation footprint.
Prioritize
A 90-day remediation roadmap ordered by impact — immediate, medium-term and long-term fixes.
Prove
Track score movement over time and hand clients an executive PDF report with your branding.
Monitor your AI visibility continuously.
Start free with KSM Discovery. Upgrade when you need the roadmap.