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hepatx.com
SUMMER 2018

hepatx.com

Weak AI visibility with 26 of 48 criteria passing. Biggest gap: llms.txt file.

49/100
D
Citation Avg
Answer Readiness
~40% weight
7/10
Content Structure
~25% weight
4/10
Trust & Authority
~15% weight
3/10
Technical Foundation
~10% weight
4/10
AI Discovery
~10% weight
5/10

Verdict

Below-average AEO readiness at 49/100 - multiple areas need attention. Key strengths include robots.txt for AI Crawlers, Canonical URL Strategy, and Topic Coherence. Priority gaps: llms.txt File, Q&A Content Format, and Comprehensive FAQ Section.

#5728of 13363
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How to Improve

Current
49/100
Projected
80/100
41Total Fixes
14Quick Wins
~93hEst. Effort
Quick Wins
Create /llms.txt fileAdd JSON-LD structured dataLink orphan pages into site navigationAdd direct answer paragraphsAdd ai.txt and content licensingEnhance author and expert schemaExtend schema to inner pagesImprove query-answer alignmentAdd visible date signalsMake pages solve the user task fasterImprove citation-ready writing qualityPackage evidence for AI enginesReduce extraction frictionReduce render-blocking resources
Create /llms.txt file
critical|low
Add llms-full.txt with extended content
medium|low
Fix HTML structure and meta tags
medium|low
Reduce render-blocking resources
high|low
Create complete sitemap.xml
medium|low
Add internationalization signals
critical|medium
Reduce document weight
medium|low
Improve server response efficiency
medium|low

Top Opportunities10

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.

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.

Add question-based headings (H2/H3) throughout your content. Use "What is...", "How does...", "Why should..." patterns that match how users query AI assistants.

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.

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.

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.

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

Define the primary entity in the first 500 characters, use consistent terminology (same term 70%+), and add "unlike X" signals to help AI engines distinguish your topics.

Fix It With AI42

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Site Pages

hepatx.com/meet-the-teamD40
MEET THE TEAM — HepaTx
hepatx.com/mediaD43
MEDIA — HepaTx

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