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kodex-ai.com

kodex-ai.com

Weak AI visibility with 24 of 48 criteria passing. Biggest gap: q&a content format.

Developer Tools & InfrastructureSecurity & Compliance
40/100
2 since v2
F
Citation Avg
Answer Readiness
~40% weight
6/10
Content Structure
~25% weight
2/10
Trust & Authority
~15% weight
4/10
Technical Foundation
~10% weight
4/10
AI Discovery
~10% weight
6/10

Verdict

Critical AEO gaps at 40/100 - kodex-ai.com is largely invisible to AI engines. Key strengths include llms.txt File, Sitemap Completeness, and Canonical URL Strategy. Priority gaps: Q&A Content Format, Comprehensive FAQ Section, and Internal Linking Structure.

How to Improve

Current
40/100
Projected
74/100
41Total Fixes
16Quick Wins
~86hEst. Effort
Quick Wins
Create /llms.txt fileFix HTML structure and meta tagsConfigure robots.txt for AI crawlersImplement semantic HTML5 elementsAdd ai.txt and content licensingEnhance author and expert schemaImprove query-answer alignmentAdd visible date signalsFocus blog content on core expertiseIncrease content depth and structureMake pages solve the user task fasterExplain how content was tested or reviewedImprove citation-ready writing qualityReduce extraction frictionImprove server response efficiencyReduce document weight
Create /llms.txt file
critical|low
Add llms-full.txt with extended content
medium|low
Fix HTML structure and meta tags
high|low
Reduce document weight
high|low
Configure robots.txt for AI crawlers
high|trivial
Add internationalization signals
critical|medium
Improve server response efficiency
high|low
Reduce render-blocking resources
low|low

Top Opportunities10

Add more proper nouns throughout content - named sources, organizations, tools, studies, and locations. Cited text averages 20.6% proper nouns; most sites fall well below 15%.

Add question-based headings (H2/H3) throughout your content. Use "What is...", "How does...", "Why should..." patterns that match how users query AI assistants.

Write concise, standalone answer paragraphs (2-3 sentences) immediately after question headings. These "snippet-ready" paragraphs are ideal for AI engine citations.

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.

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.

Strengthen internal linking with descriptive anchor text between related pages. Add breadcrumb navigation and ensure every key page is reachable within 3 clicks from the homepage.

Use HTML tables for comparison data and ordered/unordered lists for features, steps, and specifications. Structured data formats are directly extractable by AI engines for answers.

Add inline citations to external sources, "According to [Source]..." attribution phrases, and a Sources section at the end of key articles.

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.

Place a concise 40-80 word answer block in the first 300 words of each page. Avoid throat-clearing openers like "In this article..." and lead with the answer.

Fix It With AI43

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Site Pages

www.kodex-ai.com/gap-analysisF17
Gap Analysis | Kodex AI
www.kodex-ai.com/case-studiesF17
Case Studies | Kodex AI
www.kodex-ai.com/resourcesF17
Blog | Kodex AI
www.kodex-ai.com/blogF17
All Posts | Kodex AI
Changes since v2Last audited 75 days ago
38
40
+2
View full comparison →
Increase Entity DensityRestructure Content as Q&AAdd Direct Answer ParagraphsAdd Original Data & Case StudiesIncrease Content DepthImprove Internal Linking ArchitectureAdd Structured Tables & ListsPackage Evidence for AIFocus Content on Core TopicsAdd Answer-First Placement

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