tensorflow.org AI Readiness Score
Industry: technology. 1 public scan on record.
Last scanned: today
Latest Score
April 4, 2026
Pages Scanned
12
Issues Found
5
Score Breakdown by Factor
| Factor | Weight | Score |
|---|---|---|
| Schema Markup | 18% | 95 |
| Content Quality | 20% | 90 |
| Bot Access | 20% | 100 |
| Topic Clarity | 10% | 40 |
| AI Protocols | 10% | 0 |
| Speed & Performance | 5% | 8 |
| Authority & Trust | 10% | 70 |
| Crawl Health | 7% |
Meta Tags
Homepage meta tag analysis (12 pages crawled)
TensorFlow
10 chars — too short (aim for 30-60)
An end-to-end open source machine learning platform for everyone. Discover TensorFlow's flexible ecosystem of tools, libraries and community resources.
155 chars — optimal length
https://www.tensorflow.org/
AI Readiness Summary
tensorflow.org demonstrates strong AI readiness with an overall score of 83/100 (Grade A), placing it among the better-prepared websites for AI-driven discovery. Its strongest area is Bot Access (100/100), while AI Protocols (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
tensorflow.org scores 23 points above the technology industry average of 60/100, placing it in the upper tier of AI-ready technology websites. Compared to the global average of 59/100 across all industries, tensorflow.org is 24 points ahead.
Peer Comparison
tensorflow.org currently trails the peer average of 100/100 by 17 points. Sites like marketsandmarkets.com, syndigo.com, and paytm.com demonstrate that higher scores are achievable in this category. The top-performing peer is marketsandmarkets.com at 100/100.
Priority Improvements
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How This Score Compares
tensorflow.org
83
Grade A
technology Avg
60
23 pts above
Global Avg
59
24 pts above
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Scoring Methodology
How we calculate AI readiness scores across 8 factors
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