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burstiq.com

burstiq.com

Weak AI visibility with 23 of 48 criteria passing. Biggest gap: llms.txt file.

41/100
1 since v1
F
Citation Avg
Answer Readiness
~40% weight
6/10
Content Structure
~25% weight
2/10
Trust & Authority
~15% weight
4/10
Technical Foundation
~10% weight
3/10
AI Discovery
~10% weight
6/10

Verdict

Critical AEO gaps at 41/100 - burstiq.com is largely invisible to AI engines. Key strengths include Sitemap Completeness, RSS/Atom Feed, and Canonical URL Strategy. Priority gaps: llms.txt File, Q&A Content Format, and Semantic HTML5 & Accessibility.

#9807of 13363
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How to Improve

Current
41/100
Projected
76/100
41Total Fixes
12Quick Wins
~94hEst. Effort
Quick Wins
Create /llms.txt fileFix HTML structure and meta tagsConfigure robots.txt for AI crawlersAdd definition-style contentAdd ai.txt and content licensingEnhance author and expert schemaImprove query-answer alignmentAdd visible date signalsExplain how content was tested or reviewedImprove citation-ready writing qualityReduce extraction frictionImprove server response efficiency
Create /llms.txt file
critical|low
Add llms-full.txt with extended content
medium|low
Fix HTML structure and meta tags
high|low
Configure robots.txt for AI crawlers
high|trivial
Add internationalization signals
critical|medium
Improve server response efficiency
high|low
Reduce render-blocking resources
medium|low
Reduce document weight
low|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 AI43

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Site Pages

burstiq.com/what-is-data-management-a-comprehensive-guide...D42
What is Data Management? A Comprehensive Guide for 2025
burstiq.com/lifegraph-knowledge-graphsF36
LifeGraph® Knowledge Graphs - BurstIQ
burstiq.com/burstiq-blogF36
BurstIQ Blog & Webinars
burstiq.com/burstiqs-expert-guide-to-architecting-a-data-...F36
BurstIQ's Expert Guide to Architecting a Data Governance Framework
burstiq.com/the-ooda-loopF30
The OODA Loop, AI Disruption, & Your Competitive Advantage - BurstIQ
burstiq.com/article-mention-the-digital-takeover-you-didn...F30
BurstIQ | Forbes: The Digital Takeover You Didn’t See Coming
burstiq.com/journal-of-healthcare-finance-lists-burstiq-i...F30
Journal of Healthcare Finance Lists BurstIQ In Article: Telehealth - Legal & Compliance Considerations and Operationalization for Employers Post-Pandemic - BurstIQ
burstiq.com/burstiq-ceo-frank-ricotta-on-why-collaboratio...F30
BurstIQ CEO Frank Ricotta on Why Collaboration is the Most Powerful Way to Expand Human Knowledge - BurstIQ
burstiq.com/burstiq-signs-strategic-partnership-with-inte...F30
BurstIQ Signs Strategic Partnership with International Trade Administration (ITA) to Support Blockchain Healthcare and FinTech Initiatives - BurstIQ
burstiq.com/knowledge-burst-securing-your-data-from-the-c...F30
Knowledge Burst: Securing Your Data from the Cyber Pandemic Part 3 - Compliance & Standards - BurstIQ
burstiq.com/knowledge-burst-securing-your-data-from-the-c...F30
Knowledge Burst: Securing Your Data from the Cyber Pandemic Part 5 - Media Security Events - BurstIQ
burstiq.com/knowledge-burst-securing-your-data-from-the-c...F30
Knowledge Burst: Securing Your Data from the Cyber Pandemic Part 4 - BurstIQ Security - BurstIQ
burstiq.com/knowledge-burst-securing-your-data-from-the-c...F30
Knowledge Burst: Securing Your Data from the Cyber Pandemic Part 6 - Security Trends - BurstIQ
burstiq.com/knowledge-graphs-access-manage-share-and-deri...F30
Knowledge Graphs: Access, Manage, Share, and Derive Insights From Data Like Never Before - BurstIQ
burstiq.com/blockchain-council-lists-burstiq-in-article-t...F30
Blockchain Council™ Lists BurstIQ In Article: Top 10 Companies Using Blockchain For Healthcare - BurstIQ
burstiq.com/knowledge-burst-the-future-of-data-clouds-all...F30
Knowledge Burst: The Future of Data Clouds Part 5 - All About Me - BurstIQ
burstiq.com/knowledge-burst-the-future-of-data-clouds-blo...F30
Knowledge Burst: The Future of Data Clouds Part 6 - Blockchain & Data - BurstIQ
burstiq.com/knowledge-burst-securing-your-data-from-the-c...F30
Knowledge Burst: Securing Your Data from the Cyber Pandemic Part 2 - Cybersecurity - BurstIQ
burstiq.com/knowledge-burst-securing-your-data-from-the-c...F30
Knowledge Burst: Securing Your Data from the Cyber Pandemic Part 1 - Data - BurstIQ
burstiq.com/knowledge-burst-the-future-of-data-clouds-mar...F30
Knowledge Burst: The Future of Data Clouds Part 1 - Market Trends - BurstIQ
Changes since v1Last audited 52 days ago
42
41
-1
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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