E-E-A-T Audit for AI Search: Are You Trustworthy Enough to Cite?
AI engines need to verify who you are, what you know, and why they should trust you. We audit the signals that prove it — across 20% of your AI Readiness Score.
E-E-A-T in the AI Era
E-E-A-T stands for Experience, Expertise, Authoritativeness, and Trustworthiness. It's Google's framework for evaluating content quality — and it's now the dominant framework AI engines use to decide which sources to cite.
For AI search specifically, E-E-A-T has to be structured. Great writing alone doesn't carry — AI engines need verifiable, machine-readable proof that your content is trustworthy.
AI engines read signals programmatically — they need structured proof, not just great writing.
What the E-E-A-T Branch Audits
Author Attribution
- •Visible byline on every article
- •Person schema with full identity
- •Author bio with credentials
- •Expertise tied to article topic
- •Multiple articles by the same author
Publication & Update Dates
- •datePublished visible on page + in schema
- •dateModified recent and accurate
- •Consistency between visible and schema dates
- •No stale 2019-style dates on active content
Organizational Trust
- •About page present and detailed
- •Contact info (email, address) published
- •Privacy policy and terms linked
- •Organization schema site-wide
- •Consistent brand identity across pages
Content Credibility
- •External source citations for claims
- •Attributed stats with working links
- •No unverified or speculative claims
- •Balanced, non-promotional language
The Machine-Readable Trust Chain
Breaking any link breaks citation likelihood.
E-E-A-T Signals Ranked by Impact
Fix priority: Start with 1-4. Those four alone can move your E-E-A-T branch score from 3 to 8.
Common E-E-A-T Failures
Ghost Author Problem
Content published under "Admin," "Team," or with no byline at all.
Stale Date Problem
dateModified is from 2022 — content hasn't been touched in years.
Missing Organization
No Organization schema, no About page, no visible company info.
Unsourced Claims
Stats and assertions with no attribution or broken source links.
E-E-A-T for Different Content Types
| Content Type | Critical Signal | Why |
|---|---|---|
| Medical / health | Author credentials + medical review | YMYL — high stakes |
| Financial | Author credentials + disclosures | YMYL + regulatory |
| Legal | Jurisdiction + qualifications | Liability + accuracy |
| Technical docs | Author expertise + version dates | Fact-checkable |
| News / current events | dateModified + primary sources | Freshness critical |
| Product reviews | Author experience + disclosure | FTC compliance |
| Opinion | Author bio + track record | Personal authority |
Frequently Asked Questions
The framework is the same — Experience, Expertise, Authoritativeness, Trustworthiness — but the execution differs. Google uses a mix of human quality raters and algorithmic signals. AI engines have no quality raters. They read structured signals programmatically: Person schema, Organization schema, dateModified, linked sameAs profiles. To win AI citation, your E-E-A-T needs to be machine-readable, not just written in prose.
Anonymous authorship limits your AI citation potential significantly. AI engines prefer sources where they can verify who wrote the content and what their expertise is. If you must use pen names, at least create a Person schema block with a consistent identity, a bio page, and sameAs links to public profiles. Full anonymity is a real tradeoff — you keep privacy, you lose citation likelihood.
Very. Your About page is the canonical source of organizational trust. AI crawlers check it for: company name, location, founding date, team members, contact info, and any credentials or accreditations. A weak About page (or no About page) is one of the fastest ways to drop your Trust branch score. It's also one of the easiest fixes — one well-structured page can move your score from 4 to 8.
Yes — many E-E-A-T improvements are structural, not editorial. Add Person schema to existing authors. Add Organization schema to your site-wide template. Surface dateModified on existing articles. Add sameAs links to author bio pages. Link to sources for stats already in your content. None of these require new writing, and they can move your score several points in a weekend.