airflow.apache.org AI Readiness Score
1 public scan on record.
Last scanned: today
Latest Score
April 2, 2026
Pages Scanned
14
Issues Found
8
Score Breakdown by Factor
| Factor | Weight | Score |
|---|---|---|
| Schema Markup | 18% | 52 |
| Content Quality | 20% | 65 |
| Bot Access | 20% | 100 |
| Topic Clarity | 10% | 100 |
| AI Protocols | 10% | 0 |
| Speed & Performance | 5% | 8 |
| Authority & Trust | 10% | 60 |
| Crawl Health | 7% |
Meta Tags
Homepage meta tag analysis (14 pages crawled)
Apache Airflow
14 chars — too short (aim for 30-60)
Platform created by the community to programmatically author, schedule and monitor workflows.
93 chars — too short (aim for 120-160)
Not found
width=device-width, initial-scale=1, shrink-to-fit=no
AI Readiness Summary
airflow.apache.org currently scores 49/100 (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 AI Protocols (0/100) represents the greatest opportunity for improvement. As AI-powered search and assistants continue to grow, optimizing these factors will help airflow.apache.org maintain visibility in AI-generated responses and recommendations.
Peer Comparison
airflow.apache.org currently trails the peer average of 64/100 by 15 points. Sites like myfitnesspal.com, tesla.com, and apache.org demonstrate that higher scores are achievable in this category. The top-performing peer is myfitnesspal.com at 64/100.
Priority Improvements
AI Protocols
Add AI-specific protocol files to airflow.apache.org: llms.txt for LLM guidance, ai-plugin.json for plugin discovery, and consider implementing MCP (Model Context Protocol) endpoints.
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How This Score Compares
airflow.apache.org
49
Grade C
Industry Avg
--
No data yet
Global Avg
58
9 pts below
Related Pages
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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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