Content Without Entity Foundation: The Critical Mistake
AI systems ignore content without entity foundation. Learn why foundation must come before optimization for algorithmic recognition.
AI visibility channel map
Ontological Dominance
First-Mover Structural Lock: The Hidden Entity Threat
Your brand is already in an AI visibility contest you didn’t know existed. Entity engineering creates a structural lock content can’t fix.
How Entity Engineering Delivered 70% ROI for a Manufacturer
A $100M capital goods manufacturer became AI-visible and achieved 714% ROI using a systematic entity engineering methodology. Documented case study.
AI Visibility Self-Test: Check Entity Identity in 15 Min
Run this diagnostic to see if AI recognizes your B2B company as a credible entity. Essential for industrial manufacturing firms.
Entity Engineering: The Missing AI Discipline for Visibility
Build machine-readable identity for AI systems. $6M revenue case study shows 70% ROI. Stop optimizing content. Start entity engineering today.
3 Ways AI Misrepresents Your Company & How to Fix It
AI fails brands in 3 distinct ways: Doubt, Displacement, Absence. Diagnose your specific AI visibility problem and learn the required fix.
The Proven AI Authority Blueprint: Engineering AI Trust
4 layers, 100+ requirements, 5 gates. The engineering specification for building algorithmic authority in AI systems. Not optimization—engineering.
Essential Algorithmic Visibility Blueprint for B2B CMOs
The complete channel architecture guide for CMOs. Learn why AI algorithmic authority is the foundation that determines whether your channels can reach buyers.