wikibooks.org AI Readiness Score
Industry: technology. 1 public scan on record.
Last scanned: today
Latest Score
April 3, 2026
Pages Scanned
1
Issues Found
7
Score Breakdown by Factor
| Factor | Weight | Score |
|---|---|---|
| Schema Markup | 18% | 0 |
| Content Quality | 20% | 65 |
| Bot Access | 20% | 90 |
| Topic Clarity | 10% | 80 |
| AI Protocols | 10% | 0 |
| Speed & Performance | 5% | 40 |
| Authority & Trust | 10% | 0 |
| Crawl Health | 7% |
Meta Tags
Homepage meta tag analysis
Wikibooks
9 chars — too short (aim for 30-60)
Not found
Not found
initial-scale=1,user-scalable=yes
Not mobile-optimized
AI Readiness Summary
wikibooks.org currently scores 50/100 (Grade C) for AI readiness, reflecting significant opportunities to improve how AI systems discover and represent this website. Its strongest area is Bot Access (90/100), while Schema Markup (0/100) represents the greatest opportunity for improvement. Within the technology industry, AI readiness is becoming a differentiator for organic visibility, making these scores increasingly important for competitive positioning.
Industry Comparison
wikibooks.org is 7 points below the technology industry average of 57/100, with room to catch up to sector peers. The global average across all industries is 59/100, which is 9 points higher than wikibooks.org's current score.
Peer Comparison
wikibooks.org currently trails the peer average of 99/100 by 49 points. Sites like quantummetric.com, geeksforgeeks.org, and thedigitalgroup.org demonstrate that higher scores are achievable in this category. The top-performing peer is quantummetric.com at 100/100.
Priority Improvements
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How This Score Compares
wikibooks.org
50
Grade C
technology Avg
57
7 pts below
Global Avg
59
9 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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