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.
B2B marketing ROI
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.
Rented Visibility vs Owned Infrastructure in Marketing
Why every marketing channel except entity engineering is rented. Tap into the power of the knowledge graph. Discover the only owned asset in your stack.
Beyond GEO Citations：Why AI Doubts Your Brand’s Authority
Your GEO reports show AI citations，but where are the leads? Discover why AI qualifiers like ‘reportedly’ erode buyer trust and how to build real authority.
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.
Master Entity Engineering for AI Authority in 2026
Learn how entity engineering, the new discipline for structuring digital identity, is essential for AI visibility and recommendation in 2026.