The AI Clarity Check™ (Pass / Fail AI Understanding)
Direct answer: The AI Clarity Check™ is a structured evaluation of whether AI systems can correctly classify, describe, trust, and confidently recommend your business. Every page either passes or fails.
Request a Free AI Clarity Audit →
What the AI Clarity Check™ Measures
- Entity clarity: Does AI know exactly what you are? → Entity Definition
- Offer clarity: Can AI explain what you do without guessing? → Teaching AI What You Do
- Boundaries: Does AI know who you're for and not for? → Removing Ambiguity
- Proof: Are claims supported? → Proof Blocks
- Trust signals: Is the recommendation risk low? → Trust Signals
- Topic coverage: Does your content close the loop? → Closing the Loop
Pass vs Fail
Pass: AI describes your business correctly, confidently, and consistently.
Fail: AI hedges, guesses, invents, misclassifies, or excludes you.
Why This Matters
AI recommendation engines are risk-averse. If clarity is weak, you are excluded.
Learn how AI makes decisions: How AI Decides Who to Recommend
FAQ
Is this SEO?
No. This is AI recommendation readiness.
Does schema replace clarity?
No. Schema supports clarity. It does not create it. See Schema Roadmap.
How do I know if I passed?
Run structured prompts monthly. See AI Visibility Tracking.