pypi.org AI Readiness Score
Industry: technology. 1 public scan on record.
Last scanned: January 30, 2026
Latest Score
January 30, 2026
Pages Scanned
19
Issues Found
10
Score Breakdown by Factor
| Factor | Weight | Score |
|---|---|---|
| Schema Markup | 18% | 53 |
| Content Quality | 20% | 47 |
| Bot Access | 20% | 46 |
| Topic Clarity | 10% | 46 |
| AI Protocols | 10% | 51 |
| Speed & Performance | 5% | 49 |
| Authority & Trust | 10% | — |
| Crawl Health | 7% |
AI Readiness Summary
pypi.org currently scores 28/100 (Grade E) for AI readiness, reflecting significant opportunities to improve how AI systems discover and represent this website. Its strongest area is Schema Markup (53/100), while Bot Access (46/100) 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
pypi.org trails the technology industry average of 56/100 by 28 points, suggesting substantial gains are possible by addressing core AI readiness factors. The global average across all industries is 57/100, which is 29 points higher than pypi.org's current score.
Peer Comparison
pypi.org currently trails the peer average of 99/100 by 71 points. Sites like thedigitalgroup.org, smartorlando.com, and eliteinfralab.com demonstrate that higher scores are achievable in this category. The top-performing peer is thedigitalgroup.org at 99/100.
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How This Score Compares
pypi.org
28
Grade E
technology Avg
56
28 pts below
Global Avg
57
29 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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