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mageewomens.org

mageewomens.org

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

Healthcare & Patient AdvocacyHospital & Health Care
48/100
1 since v2
F
Citation Avg
Answer Readiness
~40% weight
7/10
Content Structure
~25% weight
3/10
Trust & Authority
~15% weight
5/10
Technical Foundation
~10% weight
5/10
AI Discovery
~10% weight
3/10

Verdict

Below-average AEO readiness at 48/100 - multiple areas need attention. Key strengths include Duplicate Content Blocks, Cross-Page Duplicate Content, and Entity Density. Priority gaps: llms.txt File, Schema.org Structured Data, and Comprehensive FAQ Section.

How to Improve

Current
48/100
Projected
81/100
42Total Fixes
12Quick Wins
~85hEst. Effort
Quick Wins
Create /llms.txt fileAdd question-based headingsConfigure robots.txt for AI crawlersBuild FAQ sections with schemaLink orphan pages into site navigationAdd ai.txt and content licensingEnhance author and expert schemaIncrease fact and data densityFix canonical URL strategyAdd visible date signalsClarify entity boundariesAdd image context for AI engines
Create /llms.txt file
critical|low
Add llms-full.txt with extended content
medium|low
Configure robots.txt for AI crawlers
critical|low
Fix canonical URL strategy
critical|low
Create complete sitemap.xml
medium|low
Add internationalization signals
critical|medium
Fix HTML structure and meta tags
low|low
Improve server response efficiency
medium|low
Reduce render-blocking resources
low|low
Reduce document weight
low|low

Top Opportunities10

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.

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

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

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.

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.

Add specific numbers, percentages, statistics, and data points throughout your content. Fact-dense content gives AI engines concrete data to cite rather than vague claims.

Add inline citations to external sources, "According to [Source]..." attribution phrases, and a Sources section at the end of key articles.

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.

Fix It With AI45

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Site Pages

mageewomens.org/patient-stories/hilary-flintF32
After a Decade of Disabling Pain, Young Woman Finds New Lease on Life with Magee Physician | Magee-Womens Research Institute & Foundation
mageewomens.org/patient-stories/teri-boneF30
Ending a Pattern of Prematurity | Magee-Womens Research Institute & Foundation
mageewomens.org/for-researchers/educationF35
Educational Programs | Magee-Womens Research Institute & Foundation
mageewomens.org/investigator/rhonda-brand-phdF28
Rhonda M. Brand, PhD | Magee-Womens Research Institute & Foundation
mageewomens.org/news/women-will-rock-stage-ae-pittsburgh-...F28
Women Who Rock Stage | Magee Women's Research Foundation | Magee-Womens Research Institute & Foundation
mageewomens.org/what-we-doF38
What We Do | Magee-Womens Research Institute & Foundation
mageewomens.org/investigator/adrian-lee-ph-dF35
Adrian Lee, PhD | Magee-Womens Research Institute & Foundation
mageewomens.org/news/dr-dezzutti-receives-grant-for-hiv-s...F26
Dr. Dezzutti Receives Grant for HIV Study | Magee-Womens Research Institute & Foundation
mageewomens.org/news-eventsF26
News & Events | Magee-Womens Research Institute & Foundation
Changes since v2Last audited 75 days ago
49
48
-1
View full comparison →
Add Original Data & Case StudiesAdd Direct Answer ParagraphsImprove Question-Answer AlignmentIncrease Content DepthRestructure Content as Q&AAdd Structured Tables & ListsBuild Comprehensive FAQ SectionIncrease Fact & Data DensityPackage Evidence for AIAdd Answer Capsule Patterns

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