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stevenson.edu

stevenson.edu

Moderate AI visibility with 31 of 53 criteria passing. Biggest gap: content licensing & ai permissions.

59/100
D
Citation Avg
Answer Readiness
~40% weight
7/10
Content Structure
~25% weight
6/10
Trust & Authority
~15% weight
6/10
Technical Foundation
~10% weight
5/10
AI Discovery
~10% weight
5/10

Verdict

Below-average AEO readiness at 59/100 - multiple areas need attention. Key strengths include llms.txt File, Internal Linking Structure, and RSS/Atom Feed. Priority gaps: Content Licensing & AI Permissions, Speakable Schema, and Page Speed: Load Blockers.

#1576of 18019
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How to Improve

Current
59/100
Projected
84/100
38Total Fixes
13Quick Wins
~78hEst. Effort
Quick Wins
Configure robots.txt for AI crawlersImplement semantic HTML5 elementsAdd definition-style contentAdd ai.txt and content licensingImprove query-answer alignmentAdd visible date signalsMake content creators clearly visibleClarify entity boundariesFix duplicate content blocksEliminate cross-page duplicate contentAdd an AI-assistance disclosureFix titles & meta descriptionsCite sources in content pages
Reduce render-blocking resources
critical|medium
Configure robots.txt for AI crawlers
high|trivial
Reduce document weight
critical|medium
Fix HTML structure and meta tags
medium|low
Add internationalization signals
critical|medium
Create complete sitemap.xml
low|low
Improve server response efficiency
medium|low

Top Opportunities10

Sections within pages contain identical or near-identical text. LLMs may flag this as low-quality or thin content, reducing citation authority. Rewrite duplicate blocks with unique angles.

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 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.

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.

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

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.

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.

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.

Show direct use, testing, implementation, or lived experience with concrete observations, examples, screenshots, and lessons learned.

Rewrite multi-clause sentences into single-claim statements under 20 words. Pages with Flesch-Kincaid grade 16 outperform grade 19 in citation rates.

Fix It With AI41

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Site Pages

www.stevenson.edu/human-resourcesD42
Human Resources | Stevenson University
www.stevenson.edu/about/news-events/blogsF35
Stevenson University Blogs | Stevenson University
www.stevenson.edu/academics/undergraduate-programs/applie...D42
Applied Mathematics | Stevenson University
www.stevenson.edu/admissions-aid/plan-visit/?utm_source=t...D44
Plan Your Stevenson Tour | Stevenson University
www.stevenson.edu/academics/undergraduate-programs/interd...D44
Interdisciplinary Studies Program | Stevenson University
www.stevenson.edu/about/news-eventsF36
Stevenson University News | Stevenson University
www.stevenson.edu/online/partnerships/?tab=healthcareF37
Partnerships | Stevenson University

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