msf.org AI Readiness Score
Industry: nonprofit. 1 public scan on record.
Last scanned: February 18, 2026
Latest Score
February 18, 2026
Pages Scanned
23
Issues Found
12
Score Breakdown by Factor
| Factor | Weight | Score |
|---|---|---|
| Schema Markup | 18% | 40 |
| Content Quality | 20% | 40 |
| Bot Access | 20% | 39 |
| Topic Clarity | 10% | 33 |
| AI Protocols | 10% | 30 |
| Speed & Performance | 5% | 34 |
| Authority & Trust | 10% | — |
| Crawl Health | 7% |
AI Readiness Summary
msf.org currently scores 47/100 (Grade C) for AI readiness, reflecting significant opportunities to improve how AI systems discover and represent this website. Its strongest area is Content Quality (40/100), while AI Protocols (30/100) represents the greatest opportunity for improvement. Within the nonprofit industry, AI readiness is becoming a differentiator for organic visibility, making these scores increasingly important for competitive positioning.
Industry Comparison
msf.org trails the nonprofit industry average of 58/100 by 11 points, suggesting substantial gains are possible by addressing core AI readiness factors. The global average across all industries is 57/100, which is 10 points higher than msf.org's current score.
Peer Comparison
msf.org currently trails the peer average of 99/100 by 52 points. Sites like charlottesmartaid.co, foundationworks.io, and procauseworks.com demonstrate that higher scores are achievable in this category. The top-performing peer is charlottesmartaid.co at 100/100.
Priority Improvements
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How This Score Compares
msf.org
47
Grade C
nonprofit Avg
58
11 pts below
Global Avg
57
10 pts below
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Scoring Methodology
How we calculate AI readiness scores across 8 factors
AI Readiness Leaderboard
Top-scoring websites ranked by AI readiness
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