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trillianthealth.com

trillianthealth.com

Moderate AI visibility with 34 of 48 criteria passing. Biggest gap: llms.txt file.

Healthcare & Patient AdvocacyHospital & Health Care
52/100
3 since v1
D
Citation Avg
Coherence gate active - score capped at 55
Answer Readiness
~40% weight
6/10
Content Structure
~25% weight
5/10
Trust & Authority
~15% weight
7/10
Technical Foundation
~10% weight
6/10
AI Discovery
~10% weight
6/10

Verdict

Below-average AEO readiness at 52/100 - multiple areas need attention. Key strengths include Fact & Data Density, Canonical URL Strategy, and Content Publishing Velocity. Priority gaps: llms.txt File, Comprehensive FAQ Section, and RSS/Atom Feed. Topic coherence is 4/10, which caps the overall score at 55. Focusing content on core expertise areas is the single highest-impact improvement.

How to Improve

Current
52/100
Projected
83/100
38Total Fixes
8Quick Wins
~65hEst. Effort
Quick Wins
Create /llms.txt fileAdd question-based headingsConfigure robots.txt for AI crawlersAdd direct answer paragraphsAdd ai.txt and content licensingMake pages solve the user task fasterMake content creators clearly visibleClarify entity boundaries
Create /llms.txt file
critical|low
Add llms-full.txt with extended content
medium|low
Fix HTML structure and meta tags
medium|low
Configure robots.txt for AI crawlers
high|trivial
Add internationalization signals
critical|medium
Reduce document weight
medium|low
Improve server response efficiency
medium|low
Reduce render-blocking resources
low|low
Create complete sitemap.xml
low|low

Top Opportunities10

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.

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.

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

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 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.

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

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.

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.

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.

Fix It With AI39

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Site Pages

www.trillianthealth.com/tech-blog/data-quality-assurance-...D45
Data Quality Assurance by Automating the Boring Stuff
www.trillianthealth.com/analytics/share-of-careF34
Healthcare Analytics | Share of Care
www.trillianthealth.com/product-blogF30
Product Blog | Trilliant Health
Changes since v1Last audited 70 days ago
55
52
-3
View full comparison →
Focus Content on Core TopicsAdd Original Data & Case StudiesImprove Question-Answer AlignmentBuild Comprehensive FAQ SectionAdd Answer Capsule PatternsAdd Direct Answer ParagraphsIncrease Content DepthAdd Answer-First PlacementAdd Structured Tables & ListsRestructure Content as Q&A

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