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expanso.io

expanso.io

Moderate AI visibility with 35 of 48 criteria passing. Biggest gap: rss/atom feed.

62/100
2 since v1
D
Citation Avg
Answer Readiness
~40% weight
7/10
Content Structure
~25% weight
9/10
Trust & Authority
~15% weight
6/10
Technical Foundation
~10% weight
5/10
AI Discovery
~10% weight
7/10

Verdict

Moderate AEO readiness at 62/100 with significant gaps to address. Key strengths include llms.txt File, Q&A Content Format, and Direct Answer Paragraphs. Priority gaps: RSS/Atom Feed, Content Licensing & AI Permissions, and Canonical URL Strategy.

#472of 13363
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How to Improve

Current
62/100
Projected
85/100
36Total Fixes
11Quick Wins
~69hEst. Effort
Quick Wins
Configure robots.txt for AI crawlersImplement semantic HTML5 elementsAdd definition-style contentAdd ai.txt and content licensingFix canonical URL strategyAdd visible date signalsMake pages solve the user task fasterImprove citation-ready writing qualityPackage evidence for AI enginesClarify entity boundariesReduce extraction friction
Fix HTML structure and meta tags
medium|low
Configure robots.txt for AI crawlers
high|trivial
Fix canonical URL strategy
critical|low
Add internationalization signals
critical|medium
Improve server response efficiency
medium|low
Create complete sitemap.xml
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.

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.

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.

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

Write self-contained definition sentences and single-claim statements that AI engines can quote directly. Avoid pronouns like "this" or "that" at the start of answer paragraphs.

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

Include dateModified schema, visible last-updated dates, and time elements on content pages. Fresh content signals help AI engines prioritize your pages over stale alternatives.

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.

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Site Pages

newsroom.expanso.io/blogD45
Blog
expanso.io/comparison/kubernetes-vs-nomad-vs-expansoF37
Kubernetes vs Nomad vs Expanso – Choose the Right Orchestrator
expanso.io/industries/manufacturingF39
Manufacturing & IOT Data Platform | Expanso
expanso.io/data-consultations/data-managementD43
Enterprise Data Management Consultation & Strategy
expanso.io/data-consultations/data-qualityD43
Data Quality Consultation and Strategy
expanso.io/newsD40
News | Expanso
expanso.io/case-study/oran-telemetry-telecomD41
O-RAN Case Study - Edge Telemetry Processing for 5G Networks | Expanso
expanso.io/case-study/us-navyD42
U.S. Navy Case Study - Distributed ML Workloads | Expanso
expanso.io/case-study/sports-stadium-analyticsD43
Sports Stadium Analytics Case Study - Real-Time Data at the Edge | Expanso
expanso.io/blogF38
Blog | Insights on Data Control & Distributed Computing | Expanso | Expanso Blog
expanso.io/resourcesD42
Resources & Insights | White Papers, Guides & Reports | Expanso
expanso.io/resources/data-governance-self-audit/healthcareD42
Healthcare Data Governance Self-Audit
Changes since v1Last audited 52 days ago
60
62
+2
View full comparison →
Add Original Data & Case StudiesIncrease Content DepthImprove Internal Linking ArchitectureAdd Answer Capsule PatternsPackage Evidence for AIAdd First-Hand Experience SignalsImprove Citation-Ready WritingStrengthen Entity Authority (NAP)Add Content Freshness SignalsAdd Structured Tables & Lists

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