CGQ® — Contextual Glyph Query
A proposed framework for AI content quality measurement, exploring semantic coherence, contextual binding, and query-response alignment.
What CGQ® Offers
A research and pilot framework for exploring AI content quality
CGQ® Score
Quantified content quality metric based on semantic field analysis. Discuss an exploratory assessment of your AI content's contextual coherence; independently validated scoring is not established here.
CGQ® Audit
Deep analysis of your AI-generated content. Identify weaknesses, improve quality, and benchmark against industry standards.
CGQ® Certified
Verification for agencies and tools. Certification is a proposed offering; this page does not establish an operating certification service.
What We Measure
Semantic Coherence
Does the content hold together as a unified semantic field? We measure internal consistency and meaning stability.
Contextual Binding
Are concepts properly connected? We analyze the strength and validity of relationships between ideas.
Query-Response Alignment
Does it actually answer the question? We measure how well content addresses user intent.
Join the Pilot Program
Be among the first to receive a CGQ® Score for your AI content. Pilot availability is confirmed individually; no launch window is promised on this page.