umass.edu AI Readiness Score
Industry: education. 1 public scan on record.
Last scanned: today
Latest Score
April 3, 2026
Pages Scanned
12
Issues Found
8
Score Breakdown by Factor
| Factor | Weight | Score |
|---|---|---|
| Schema Markup | 18% | 0 |
| Content Quality | 20% | 80 |
| Bot Access | 20% | 80 |
| Topic Clarity | 10% | 100 |
| AI Protocols | 10% | 0 |
| Speed & Performance | 5% | 15 |
| Authority & Trust | 10% | 45 |
| Crawl Health | 7% |
Meta Tags
Homepage meta tag analysis (12 pages crawled)
UMass Amherst : UMass Amherst
29 chars — too short (aim for 30-60)
Not found
https://www.umass.edu/
width=device-width, initial-scale=1.0
Mobile-optimized
AI Readiness Summary
umass.edu currently scores 54/100 (Grade C) for AI readiness, reflecting significant opportunities to improve how AI systems discover and represent this website. Its strongest area is Topic Clarity (100/100), while Schema Markup (0/100) represents the greatest opportunity for improvement. Within the education industry, AI readiness is becoming a differentiator for organic visibility, making these scores increasingly important for competitive positioning.
Industry Comparison
umass.edu is 5 points below the education industry average of 59/100, with room to catch up to sector peers. The global average across all industries is 59/100, which is 5 points higher than umass.edu's current score.
Peer Comparison
umass.edu currently trails the peer average of 99/100 by 45 points. Sites like tampaknowledgepath.com, savannahcampuspoint.co, and coursely.com demonstrate that higher scores are achievable in this category. The top-performing peer is tampaknowledgepath.com at 100/100.
Priority Improvements
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How This Score Compares
umass.edu
54
Grade C
education Avg
59
5 pts below
Global Avg
59
5 pts below
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education Industry Report
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Scoring Methodology
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