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AI Visibility Scorecard
NumPy Dojo — Learn NumPy by doing
numpydojo.com · Technology
At 3/10, NumPy Dojo — Learn NumPy by doing is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
#2,373,742 of 2,706,966 in Technology for AI visibility
3
/10
AEO Score
About NumPy Dojo — Learn NumPy by doing
from our crawl and measurement
"Hands-on NumPy lessons with a live editor in the browser. Everything is free: no paywall, no account. Scenarios and quizzes cover arrays, indexing, broadcasting, and more." That is how NumPy Dojo — Learn NumPy by doing introduces itself. When AI engines look at it, they find little to work with. It scores 3.0 out of 10.
The site gets some of it right: it has substantial page content. What holds it back is what is absent, including structured data describing the business, an llms.txt file, a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
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
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions found yet.
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 3/10, NumPy Dojo — Learn NumPy by doing is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for NumPy Dojo — Learn NumPy by doing
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/numpydojo
Cite this score: Engagemii (2026). "AEO Score for NumPy Dojo — Learn NumPy by doing." Retrieved from https://engagemii.com/aeo/brands/numpydojo
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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