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moonrepo.dev
WINTER 2023

moonrepo.dev

Moderate AI visibility with 30 of 48 criteria passing. Biggest gap: comprehensive faq section.

Developer Tools & InfrastructureDeveloper Platforms
51/100
1 since v1
F
Citation Avg
Answer Readiness
~40% weight
6/10
Content Structure
~25% weight
5/10
Trust & Authority
~15% weight
5/10
Technical Foundation
~10% weight
7/10
AI Discovery
~10% weight
6/10

Verdict

Below-average AEO readiness at 51/100 - multiple areas need attention. Key strengths include llms.txt File, Content Freshness Signals, and RSS/Atom Feed. Priority gaps: Comprehensive FAQ Section, Content Licensing & AI Permissions, and Speakable Schema.

How to Improve

Current
51/100
Projected
81/100
35Total Fixes
10Quick Wins
~64hEst. Effort
Quick Wins
Configure robots.txt for AI crawlersLink orphan pages into site navigationAdd direct answer paragraphsAdd ai.txt and content licensingEnhance author and expert schemaIncrease content depth and structureMake content creators clearly visibleImprove citation-ready writing qualityClarify entity boundariesReduce extraction friction
Configure robots.txt for AI crawlers
critical|low
Fix HTML structure and meta tags
low|low
Create complete sitemap.xml
medium|low
Add internationalization signals
low|low
Improve server response efficiency
low|low
Reduce render-blocking resources
low|low

Top Opportunities10

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.

Ensure every question-format heading (H2/H3) is followed by a direct answer paragraph. This pattern is ideal for AI engine snippet extraction.

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

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.

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.

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.

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.

Add specific numbers, percentages, statistics, and data points throughout your content. Fact-dense content gives AI engines concrete data to cite rather than vague claims.

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

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Site Pages

moonrepo.dev/docsF39
Introduction | moonrepo
moonrepo.dev/blogF37
Blog | moonrepo
Changes since v1Last audited 52 days ago
52
51
-1
View full comparison →
Add Original Data & Case StudiesImprove Question-Answer AlignmentRestructure Content as Q&AFocus Content on Core TopicsIncrease Content DepthBuild Comprehensive FAQ SectionAdd Owned Data SignalsAdd Answer Capsule PatternsIncrease Fact & Data DensityAdd Direct Answer Paragraphs

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