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ghosteye.ai
SUMMER 2025

ghosteye.ai

Moderate AI visibility with 35 of 48 criteria passing. Biggest gap: llms.txt file.

Developer Tools & InfrastructureSecurity & Compliance
55/100
5 since v1
D
Citation Avg
Coherence gate active - score capped at 60
Answer Readiness
~40% weight
6/10
Content Structure
~25% weight
9/10
Trust & Authority
~15% weight
6/10
Technical Foundation
~10% weight
7/10
AI Discovery
~10% weight
5/10

Verdict

Below-average AEO readiness at 55/100 - multiple areas need attention. Key strengths include Schema.org Structured Data, Q&A Content Format, and robots.txt for AI Crawlers. Priority gaps: llms.txt File, RSS/Atom Feed, and Speakable Schema. Topic coherence is moderate at 5/10, capping the score at 60. Tighter topical focus would lift this ceiling.

How to Improve

Current
55/100
Projected
85/100
32Total Fixes
5Quick Wins
~70hEst. Effort
Quick Wins
Create /llms.txt fileAdd ai.txt and content licensingIncrease content depth and structureImprove citation-ready writing qualityReduce extraction friction
Create /llms.txt file
critical|low
Add llms-full.txt with extended content
medium|low
Add internationalization signals
critical|medium
Fix HTML structure and meta tags
low|low
Create complete sitemap.xml
low|low
Improve server response efficiency
low|low
Reduce render-blocking resources
low|low
Reduce document weight
low|low

Top Opportunities10

Ensure blog content consistently covers your core expertise areas rather than scattering across unrelated topics. AI engines build authority models - a site about "Medicare coverage" that also publishes about humidifiers and groceries dilutes its topical authority.

Publish original research, statistics, case studies, or proprietary data that AI engines can cite. Unique data points make your content a primary source rather than a derivative one.

Sections within pages contain identical or near-identical text. LLMs may flag this as low-quality or thin content, reducing citation authority. Rewrite duplicate blocks with unique angles.

Expand articles to 1000+ words with structured H2/H3 sections, comparison tables, and expert analysis. Thin content (under 300 words) is rarely cited by AI engines. Deep, well-structured articles demonstrate expertise.

Include "our analysis", "our data", "our testing" phrases backed by original research or proprietary data. 52.2% of AI-cited posts contain owned data signals.

Write 20-25 word self-contained answer sentences immediately after each H2 heading. 72.4% of AI-cited posts use this pattern - it gives engines a ready-made snippet to quote.

Show direct use, testing, implementation, or lived experience with concrete observations, examples, screenshots, and lessons learned.

Add Organization schema with consistent name, address, phone (NAP). Include sameAs links to social profiles and authoritative directories to strengthen entity recognition.

Shorten sentences to under 25 words, use active voice in lead paragraphs, define jargon inline, and avoid hiding content behind accordions or display:none.

Create a dedicated FAQ page with FAQPage schema markup. Cover common questions about your products, services, and industry to become a direct answer source for AI engines.

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Site Pages

www.ghosteye.ai/resources/blog/the-voice-channel-is-the-n...D47
The Voice Channel Is the New Perimeter | GhostEye
www.ghosteye.ai/resources/blog/manifestoD46
Attackers Don't Hack In. They Call In. | GhostEye
www.ghosteye.ai/glossary/mfa-fatigueD45
What is MFA Fatigue? | GhostEye Glossary
www.ghosteye.ai/glossary/smishingD47
What is Smishing? | GhostEye Glossary
Changes since v1Last audited 76 days ago
60
55
-5
View full comparison →
Focus Content on Core TopicsAdd Original Data & Case StudiesFix Duplicate Content BlocksIncrease Content DepthAdd Owned Data SignalsAdd Answer Capsule PatternsAdd First-Hand Experience SignalsStrengthen Entity Authority (NAP)Reduce Extraction FrictionBuild Comprehensive FAQ Section

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