GEO SOLUTIONS // AUTHORITY ARCHITECTURE

E-E-A-T Gap Analysis

The core problem in the Generative Era is the authority attribution deficit. Your brand may possess demonstrably high E-E-A-T (Experience, Expertise, Authoritativeness, Trustworthiness) in traditional search rankings, but this authority is often mis-indexed or unrecognized by large language models (LLMs). When the AI fails to cite your entity, it indicates a critical E-E-A-T Gap.

The Methodology

01 // Triple-Source Audit

We simultaneously audit your current on-page Schema, internal Knowledge Graph structure, and public KG citations (e.g., Wikidata).

The goal is mathematical entity consistency across all three layers.

02 // Vector Alignment

We analyze how your content is represented in an embedding space using custom LLM models.

We quantify the cosine similarity between your entity vector and top-ranking competitors to identify dimensional gaps in your content authority.

03 // External Authority Indexing

We track and enrich external citations for the sameAs property. This ensures public LLM training data correctly links your brand’s official web presence to third-party mentions.

IMPACT:

Corrects RAG processes and solidifies the Knowledge Graph.

The Deliverables

A successful analysis delivers an actionable strategy to re-engineer your digital presence for maximum Information Gain.

Semantic Consistency Map: Reporting discrepancies across Schema, Site, and Knowledge Graph.
Knowledge Triples Deployment: Plans for defining complex relationships (e.g., Company → hasExperienceIn → Industry).
Trust Signal Standardization: Implementation of Review and aggregateRating schema.
Silo-Breaking Interlinking: Revised internal linking to increase entity salience.
Hallucination Risk Mitigation: Preemptively supplying cited data to prevent AI errors.

Technical Implementation

To directly inject Experience and Expertise into the knowledge graph, we use Schema.org to explicitly define qualifications.

{
  "@context": "https://schema.org",
  "@type": "Physician",
  "name": "Dr. Jane Doe",
  "alumniOf": {
    "@type": "EducationalOrganization",
    "name": "Elite Medical School"
  },
  "medicalSpecialty": [ "OrthopedicSurgery", "SportsMedicine" ],
  "experienceIn": {
    "@type": "Duration",
    "description": "15+ years of clinical practice."
  },
  "sameAs": [
    "https://linkedin.com/in/janedoeMD"
  ]
}

Close the Authority Gap

Identify the semantic disconnects in your brand’s digital entity. Secure definitive citation in the AI Answer Engines.

Request GEO Audit