Entity Authority Score Tiers

Coined Term • 2026

Entity Authority Score Tiers

Four qualitatively distinct AI citation behavior tiers corresponding to Entity Authority Score ranges

Status

Coined by Joseph Byrum

Year Introduced

2026

Domain

Entity Engineering

Term Type

Measurement Framework

Understanding Entity Authority Score Tiers

The four outcome tiers of the Entity Authority Score: Absent (EAS 0–40, CPQ below reliable detection threshold), Emerging (EAS 41–70, CPQ below CPQ*, hedged citation), Cited (EAS 71–85, CPQ above CPQ*, unhedged citation), Defended (EAS 86–100, CPQ above CPQ* with adversarial robustness indicators). Each tier represents a qualitatively distinct AI citation behavior, not a gradient.

Related Articles

Publications exploring this concept

Forbes

Your Brand Doesn't Sound Like You: How Mismatched Brand Voice Undermines Algorithmic Authority Before Engineering Begins

AI-driven brand authority depends on aligning narrative with an executive's authentic cognitive fingerprint.

Forbes

AI Has Never Heard Of Your Company: The Asset Class Your Accounting Framework Cannot See

Here's why the C-suite needs to understand entity engineering as a corporate asset, not a digital marketing tactic.

Forbes

Why Operational Integration Isn't Enough: How Algorithmic Fragmentation Kills Post-Merger Synergies

The integration battle determining synergy capture happens algorithmically in the first six months.

Forbes

The Algorithmic Authority Gap: Why Most Executives Don't Exist Where Decisions Happen

The executives who appear in AI recommendations aren't necessarily more qualified. They have better technical infrastructure.

Related Courses

Entity Engineering Series

Methods and metrics for influencing AI visibility through Entity Engineering

Introduction to Byrum’s Law of Ontological Dominance

9 theorems of Ontological Dominance how to influence AI visibility

Frequently Asked Questions

What are the four Entity Authority Score Tiers?

Absent (EAS 0–40, CPQ below reliable detection threshold), Emerging (EAS 41–70, CPQ below CPQ*, hedged citation), Cited (EAS 71–85, CPQ above CPQ*, unhedged citation), and Defended (EAS 86–100, CPQ above CPQ* with adversarial robustness indicators).

Are these tiers a gradient?

No. Each tier represents a qualitatively distinct AI citation behavior, not a gradient — the shift from Emerging to Cited involves a discontinuous behavioral change in how AI systems reference the entity, not a smooth incremental improvement.

What does reaching 'Defended' require beyond 'Cited'?

Defended status requires adversarial robustness indicators: the entity's CPQ remains above the citation threshold despite T-1 (conflation), T-2 (vocabulary displacement), and T-3 (parametric degradation) attack vectors.

Explore the complete body of work on human-AI collaboration and organizational transformation.

Scroll to Top