AI Visibility Scorecard
Stanza
stanza.dev · Education
Somewhat visible. AI bots can read Stanza, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Claude · Apple Intelligence
#64,058 of 937,045 in Education for AI visibility
6
AEO Visibility
iVisible · 6.1/10
55
Muse Index Score
iAI agent readiness
Agent-ready · 55/100
0
AI Adoption
iNone detected · 0/100
About Stanza
from our crawl and measurement
Stanza describes itself simply: "5-minute lessons on React, TypeScript, OpenClaw, and 15+ technologies. Practice with real challenges in VS Code, Cursor, or the web." Its AI visibility score is 6.1 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (WebSite, Organization, FAQPage), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
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
Fair
Forum and community discussion.
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 6.1/10, Stanza has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What is Stanza?
Stanza is a learning platform for developers. Short lessons and hands-on challenges on modern technologies and AI tools, right in your code editor, Slack, or on the web.
Who is Stanza for?
Any developer who wants to stay sharp. If you work with React, Next.js, TypeScript, Python, or want to get into LLMs and AI tooling, Stanza gives you a structured way to learn without blocking out your whole weekend.
Is Stanza free?
Yes. You get full access to core courses and daily lessons at no cost.
What technologies can I learn?
React, Next.js, TypeScript, Python, Go, PostgreSQL, LLMs, prompt engineering, MCP, and more. 80+ courses covering frontend, backend, and AI, all in one place.
How do I install Stanza in my IDE?
Open the Extensions view in your editor, search for "Stanza" or "stanzadev", and click Install. That's it. You can also use the web app or Slack instead.
Do I need a specific editor?
Nope. The extension works with VS Code, Cursor, Windsurf, Antigravity, and more. Or skip the extension entirely and learn on the web or through Slack.
How do I get help on challenges?
Every challenge comes with hints and detailed explanations. If you're stuck, they're right there, no need to leave the lesson.
Can I request new courses?
Yes! Our courses are open source, so you can contribute directly on GitHub at https://github.com/stanza-dev/the-dev-handbook. You can also suggest ideas on Twitter @OliGila or on our subreddit https://www.reddit.com/r/stanza_dev
Is this your brand?
The exact fixes for Stanza
Which AI engines already crawl you
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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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/stanza-dev
Cite this score: Engagemii (2026). "AEO Score for Stanza." Retrieved from https://engagemii.com/aeo/brands/stanza-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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