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andiai.com
WINTER 2022

andiai.com

Moderate AI visibility with 39 of 48 criteria passing. Biggest gap: rss/atom feed.

Developer Tools & InfrastructureAI & ML Platforms
65/100
D
Citation Avg
Answer Readiness
~40% weight
6/10
Content Structure
~25% weight
9/10
Trust & Authority
~15% weight
7/10
Technical Foundation
~10% weight
7/10
AI Discovery
~10% weight
7/10

Verdict

Moderate AEO readiness at 65/100 with significant gaps to address. Key strengths include llms.txt File, Schema.org Structured Data, and Clean, Crawlable HTML. Priority gaps: RSS/Atom Feed, Content Licensing & AI Permissions, and Speakable Schema.

How to Improve

Current
65/100
Projected
86/100
33Total Fixes
8Quick Wins
~61hEst. Effort
Quick Wins
Configure robots.txt for AI crawlersAdd content freshness signalsAdd ai.txt and content licensingIncrease content depth and structureAdd first-hand experience signalsPackage evidence for AI enginesReduce extraction frictionImprove server response efficiency
Configure robots.txt for AI crawlers
high|trivial
Add internationalization signals
critical|medium
Improve server response efficiency
high|low
Create complete sitemap.xml
low|low
Reduce render-blocking resources
low|low
Reduce document weight
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.

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.

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.

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

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

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

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

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.

Fix It With AI34

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Site Pages

andiai.com/blogsD43
Andi AI Blog — AI Search, Accuracy, and Privacy

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