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E-E-A-T for LLMs: Building Author Authority That AI Actually Trusts

Google invented E-E-A-T but LLMs use it hardest. Here's how to structure authorship so ChatGPT, Claude and Perplexity treat your bylines as trusted sources.

May 8, 2026 10 min read The WBP Editorial Team
Author authority graph
Table of contents
  1. 01The four Es, structured

E-E-A-T is not a ranking factor — it's a trust framework. LLMs weight it heavier than Google does because they need to defend every citation. If your bylines aren't structured, you don't exist in that trust graph.

TL;DR
  • Every author gets a Person schema block with sameAs to LinkedIn.
  • Author bio pages must exist — and be linked from every article.
  • Cite your sources in-text and in Article.citation.
  • Show experience (dates, credentials) — LLMs parse it literally.

The four Es, structured

EHuman signalMachine signal
ExperienceFirst-person voice, datesdatePublished + author.experience
ExpertiseCredentials, educationPerson.hasCredential
AuthoritativenessBylines cited elsewheresameAs + citation graph
TrustCorrections, disclosuresArticle.correction
Wire an author for LLM trust
  1. 1
    Create the entity

    Author page with Person schema and sameAs to LinkedIn + Wikipedia if it exists.

  2. 2
    Link every article

    Every post's author byline links to the author page.

  3. 3
    Add credentials

    hasCredential entries for degrees, certifications, publications.

  4. 4
    Reference peers

    Cite the author in other authoritative articles — internal or external.

Do I need a real photo?

Yes — Person.image with a real, unique photo. AI-generated headshots are increasingly detected and discounted.

Can I have a house byline?

Yes — model it as an Organization author with employees as contributors.

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