SOP 002: E-E-A-T Implementation for AI Systems

Fresh

Document Control
SOP ID	SOP-002
Version	1.0
Category	Trust & Authority
Complexity	High
Source	The Role of Brand Authority and E-E-A-T in the AI Search Era

Purpose

This procedure establishes E-E-A-T signals that both humans and machines can verify. In the AI era, trust is measured statistically through consistency, clarity, and verifiable sourcing.

Understanding E-E-A-T

┌─────────────────────────────────────────────────────────────────────┐
│                    E-E-A-T FRAMEWORK                                 │
├─────────────────────────────────────────────────────────────────────┤
│                                                                      │
│   ┌─────────────────────────────────────────────────────────────┐   │
│   │                    TRUSTWORTHINESS                          │   │
│   │              (The Foundation of Everything)                 │   │
│   │     Built through transparency, consistency, honesty        │   │
│   └─────────────────────────────────────────────────────────────┘   │
│                              ▲                                      │
│          ┌──────────────────┼──────────────────┐                    │
│          │                  │                  │                    │
│   ┌──────┴──────┐   ┌───────┴───────┐   ┌──────┴──────┐            │
│   │ EXPERIENCE  │   │  EXPERTISE    │   │ AUTHORITY   │            │
│   │             │   │               │   │             │            │
│   │ First-hand  │   │ Skill/back-   │   │ Recognition │            │
│   │ involvement │   │ ground that   │   │ from others │            │
│   │             │   │ ensures       │   │ (citations, │            │
│   │ You've done │   │ accuracy      │   │ mentions)   │            │
│   │ the work    │   │               │   │             │            │
│   └─────────────┘   └───────────────┘   └─────────────┘            │
│                                                                      │
└─────────────────────────────────────────────────────────────────────┘

Procedure

Step 1: Establish Clear Ownership

Every piece of content must identify:

• Who created it (author name with credentials)
• Why they're qualified (experience, education, role)
• When it was published/updated

Implementation:

<!-- Author byline example -->
<div class="author-info">
  <img src="/authors/jane-doe.jpg" alt="Dr. Jane Doe" />
  <div>
    <strong>Dr. Jane Doe, PhD</strong>
    <p>Cognitive Neuroscience | 15 years in AI research</p>
    <p>Updated: December 2025</p>
  </div>
</div>

Step 2: Implement Author Schema

Add Person schema for every author:

{
  "@context": "https://schema.org",
  "@type": "Person",
  "name": "Dr. Jane Doe",
  "jobTitle": "Head of AI Research",
  "worksFor": {
    "@type": "Organization",
    "name": "Your Company"
  },
  "sameAs": [
    "https://linkedin.com/in/janedoe",
    "https://twitter.com/janedoe"
  ],
  "alumniOf": "Stanford University",
  "knowsAbout": ["AI", "Machine Learning", "Cognitive Science"]
}

Step 3: Demonstrate Experience

Prove first-hand involvement through:

Signal	Example
Specific numbers	"Processed 4.2M API requests in Q1"
Time frames	"From Feb to April 2024..."
Locations	"Tested in Ventura County"
Methods	"We used A/B testing over 6 weeks"
Results	"Achieved 29% improvement"

Before:

"Our software is used widely in government."

After:

"Deployed across 17 municipal departments in Ventura County between Jan–March 2024."

Step 4: Establish Expertise Signals

1. Display credentials prominently
2. Link to professional profiles (LinkedIn, academic pages)
3. Reference published works (books, papers, patents)
4. Show certifications where relevant

Step 5: Build Authoritativeness

Get recognized by trusted sources:

Source Type	Examples	Trust Level
Major publications	TechCrunch, Wired	Very High
Academic citations	Google Scholar, arXiv	Very High
Government/NGO	.gov, .edu domains	High
Industry publications	Trade journals	Medium-High
User-generated	Reddit, Stack Overflow	Medium

Step 6: Maintain Freshness

Outdated information undermines trust:

• [ ] Review and update content quarterly
• [ ] Remove or archive outdated references
• [ ] Add "Last Updated" dates
• [ ] Fix dead links immediately
• [ ] Update statistics and data annually

Step 7: Ensure Consistency

Your brand identity must align across all platforms:

┌─────────────────────────────────────────────────────────────────────┐
│                    CONSISTENCY CHECKLIST                             │
├─────────────────────────────────────────────────────────────────────┤
│                                                                      │
│   Platform             Check                                        │
│   ────────────────────────────────────────────────                  │
│   Website          ──► Brand name, bios, messaging                  │
│   LinkedIn         ──► Company page, employee profiles              │
│   Twitter/X        ──► Handle, bio, pinned content                  │
│   YouTube          ──► Channel description, about                   │
│   Review sites     ──► Claimed profiles, responses                  │
│   Crunchbase       ──► Company data, funding info                   │
│   Wikipedia        ──► Accurate, sourced content                    │
│                                                                      │
│   ⚠️ Inconsistent bios = Friction = Weakened trust                  │
│                                                                      │
└─────────────────────────────────────────────────────────────────────┘

Verification Checklist

• [ ] Every page has clear author attribution
• [ ] Author schema is implemented correctly
• [ ] Professional credentials are visible
• [ ] Content includes specific, verifiable claims
• [ ] External citations from trusted sources exist
• [ ] Last updated dates are accurate
• [ ] Brand identity is consistent across platforms
• [ ] Dead links have been fixed

Risks to Watch

Risk	Description	Mitigation
Zero-click exposure	Content used without attribution	Clear entity naming
Entity confusion	Mixed up with similar brands	Consistent naming patterns
Reputation bleed	Old inaccurate content persists	Monitor and correct
Trust dilution	AI-generated filler content	Maintain human expertise signals

See Also

• SOP 007 - Author Identity Signals
• SOP 003 - Schema Markup for Machine Trust
• Workflow 002 - Machine Trust Building