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expel.io

expel.io

Weak AI visibility with 18 of 48 criteria passing. Biggest gap: schema.org structured data.

Developer Tools & InfrastructureSecurity & Compliance
37/100
9 since v2
F
Citation Avg
Answer Readiness
~40% weight
6/10
Content Structure
~25% weight
2/10
Trust & Authority
~15% weight
2/10
Technical Foundation
~10% weight
3/10
AI Discovery
~10% weight
7/10

Verdict

Critical AEO gaps at 37/100 - expel.io is largely invisible to AI engines. Key strengths include llms.txt File, Sitemap Completeness, and Content Publishing Velocity. Priority gaps: Schema.org Structured Data, Q&A Content Format, and Semantic HTML5 & Accessibility.

How to Improve

Current
37/100
Projected
78/100
36Total Fixes
11Quick Wins
~77hEst. Effort
Quick Wins
Strengthen entity authority (NAP)Configure robots.txt for AI crawlersAdd structured tables and listsAdd direct answer paragraphsAdd ai.txt and content licensingFix canonical URL strategyImprove query-answer alignmentAdd visible date signalsMake pages solve the user task fasterExplain how content was tested or reviewedImprove citation-ready writing quality
Fix HTML structure and meta tags
critical|medium
Configure robots.txt for AI crawlers
high|trivial
Fix canonical URL strategy
critical|low
Improve server response efficiency
critical|medium
Add internationalization signals
critical|medium
Reduce document weight
medium|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%.

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.

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 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.

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.

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

Fix It With AI41

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Site Pages

expel.com/cyberspeak/how-to-evaluate-cloud-security-servicesF30
How to evaluate cloud security services | Expel CyberSpeak Glossary
Changes since v2Last audited 75 days ago
46
37
-9
View full comparison →
Increase Entity DensityAdd Original Data & Case StudiesAdd Structured Tables & ListsRestructure Content as Q&AAdd Direct Answer ParagraphsPackage Evidence for AIFocus Content on Core TopicsAdd Answer-First PlacementAdd Owned Data SignalsStrengthen Entity Authority (NAP)

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