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AI Visibility Scorecard
Open Machine Learning
docs.openml.org · Technology
Somewhat visible. AI bots can read Open Machine Learning, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Claude · Meta AI · Apple Intelligence
#39,594 of 2,596,770 in Technology for AI visibility
6.8
/10
AEO Score
About Open Machine Learning
from our crawl and measurement
Open Machine Learning describes itself simply: "OpenML builds a seamless, open ecosystem of machine learning data, models, and benchmarks - advancing AI openly for the benefit of all humanity." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.8 out of 10, readable in places and missing in others.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
5
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
0
No press coverage found yet.
Community
5
Forum and community discussion.
6
Reddit mentions and discussion.
What this score means
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 6.8/10, Open Machine Learning has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Open Machine Learning
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/docs-openml-org
Cite this score: Engagemii (2026). "AEO Score for Open Machine Learning." Retrieved from https://engagemii.com/aeo/brands/docs-openml-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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