AI Visibility Scorecard
datarekha
datarekha.com · Education
Somewhat visible. AI bots can read datarekha, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#312,029 of 937,492 in Education for AI visibility
5
AEO Visibility
iBorderline · 5.1/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
19
AI Adoption
iBasic · 19/100
About datarekha
from our crawl and measurement
datarekha describes itself simply: "datarekha, free, interactive tutorials for the modern data and AI stack: Python, SQL, Git & the command line, DSA, NumPy, Pandas, data visualization, machine learning, time...." Its AI visibility score is 5.1 out of 10: the engines can find it, but they do not have much to hold on to.
Under the hood there is structured data on the page (WebSite, EducationalOrganization, ItemList) and an llms.txt file for AI models and a readable heading structure, but the score is capped by what is missing: a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
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
Strong
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 5.1/10, datarekha has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for datarekha
Which AI engines already crawl you
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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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/datarekha
Cite this score: Engagemii (2026). "AEO Score for datarekha." Retrieved from https://engagemii.com/aeo/brands/datarekha
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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