▼ 0.6 since Jul 2026
#830,845 OF 936,248 IN EDUCATION
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AI Visibility Scorecard
NumPy Dojo — Learn NumPy by doing
numpydojo.com · Education
Borderline visible. AI bots can crawl NumPy Dojo — Learn NumPy by doing, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 1 times
Claude
#830,845 of 936,248 in Education for AI visibility
3
AEO Visibility
iNear-invisible · 3.4/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
2
AI Adoption
iBasic · 2/100
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 is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion 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 3.4/10, NumPy Dojo — Learn NumPy by doing is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for NumPy Dojo — Learn NumPy by doing
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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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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