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exlattice.com

exlattice.com

Weak AI visibility with 17 of 48 criteria passing. Biggest gap: llms.txt file.

Developer Tools & InfrastructureRobotics & Hardware
40/100
F
Citation Avg
Answer Readiness
~40% weight
4/10
Content Structure
~25% weight
4/10
Trust & Authority
~15% weight
3/10
Technical Foundation
~10% weight
5/10
AI Discovery
~10% weight
3/10

Verdict

Critical AEO gaps at 40/100 - exlattice.com is largely invisible to AI engines. Key strengths include Clean, Crawlable HTML, Canonical URL Strategy, and Duplicate Content Blocks. Priority gaps: llms.txt File, Schema.org Structured Data, and Comprehensive FAQ Section.

How to Improve

Current
40/100
Projected
76/100
43Total Fixes
12Quick Wins
~105hEst. Effort
Quick Wins
Create /llms.txt fileConfigure robots.txt for AI crawlersLink orphan pages into site navigationImplement semantic HTML5 elementsAdd direct answer paragraphsAdd ai.txt and content licensingEnhance author and expert schemaIncrease fact and data densityImprove query-answer alignmentAdd visible date signalsMake pages solve the user task fasterImprove citation-ready writing quality
Create /llms.txt file
critical|low
Add llms-full.txt with extended content
medium|low
Configure robots.txt for AI crawlers
critical|low
Add internationalization signals
critical|medium
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

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.

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%.

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

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.

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.

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

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.

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

Fix It With AI44

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Site Pages

exlattice.com/privacy-policyD41
Privacy Policy - ExLattice
exlattice.comF36
ExLattice - Real time simulation for metal additive manufacturing
exlattice.com/terms-conditionsF33
Terms & Conditions - ExLattice
exlattice.com/comments/feedF32
Comments for ExLattice

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