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azmed.co

azmed.co

Weak AI visibility with 24 of 48 criteria passing. Biggest gap: llms.txt file.

Developer Tools & InfrastructureAI & ML Platforms
43/100
F
Citation Avg
Coherence gate active - score capped at 45
Answer Readiness
~40% weight
6/10
Content Structure
~25% weight
5/10
Trust & Authority
~15% weight
4/10
Technical Foundation
~10% weight
5/10
AI Discovery
~10% weight
4/10

Verdict

Critical AEO gaps at 43/100 - azmed.co is largely invisible to AI engines. Key strengths include Fact & Data Density, Duplicate Content Blocks, and Entity Density. Priority gaps: llms.txt File, Comprehensive FAQ Section, and RSS/Atom Feed. Topic coherence is 2/10, which caps the overall score at 45. Focusing content on core expertise areas is the single highest-impact improvement.

How to Improve

Current
43/100
Projected
81/100
43Total Fixes
15Quick Wins
~72hEst. Effort
Quick Wins
Create /llms.txt fileAdd question-based headingsConfigure robots.txt for AI crawlersLink orphan pages into site navigationAdd structured tables and listsAdd direct answer paragraphsAdd ai.txt and content licensingEnhance author and expert schemaFix canonical URL strategyExtend schema to inner pagesImprove query-answer alignmentAdd visible date signalsFocus blog content on core expertiseExplain how content was tested or reviewedReduce extraction friction
Create /llms.txt file
critical|low
Add llms-full.txt with extended content
medium|low
Configure robots.txt for AI crawlers
high|trivial
Fix canonical URL strategy
critical|low
Create complete sitemap.xml
medium|low
Fix HTML structure and meta tags
low|low
Reduce render-blocking resources
medium|low
Improve server response efficiency
low|low
Reduce document weight
low|low
Add internationalization signals
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.

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.

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.

The same paragraphs appear on multiple pages. AI engines may only index one version and ignore the rest. Rewrite shared content so each page offers a unique perspective.

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.

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

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.

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.

Fix It With AI45

Your competitors are already optimizing for AI

Every day without action is traffic your site loses to AI-ready competitors. We fix that.

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Site Pages

www.azmed.co/resources/scientific-evidenceD48
AI Radiology | Clinical Studies & Scientific Evidence
www.azmed.co/resources/newsD46
AZmed | News in AI Radiology
www.azmed.co/scientific-evidence/how-can-a-deep-learning-...D41
Improve Fracture Detection on X-rays in the Emergency Room
www.azmed.co/fr/scientific-evidence/comparison-of-diagnos...F34
AI detection of appendicular fractures in children
www.azmed.co/azproducts-pages/azboneageD42
AI Radiology | Automated Bone Age Calculation
www.azmed.co/frD40
AZmed | Votre partenaire en IA pour l'imagerie médicale

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