CGQ® — Contextual Glyph Query
The standard for AI content quality measurement. Quantify semantic coherence, contextual binding, and query-response alignment.
What CGQ® Offers
A complete framework for measuring and certifying AI content quality
CGQ® Score
Quantified content quality metric based on semantic field analysis. Get an objective measure of your AI content's contextual coherence.
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. Demonstrate your commitment to quality with official CGQ® certification.
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. Limited spots available for Q1 2026.