AI Visibility Scorecard
Stuvia
stuvia.com · Education
Somewhat visible. AI bots can read Stuvia, but it is missing signals that would get it named ahead of competitors.
AI engines read this profile 10 times
Apple Intelligence · Meta AI · Claude · ShapBot
#6,647 of 937,746 in Education for AI visibility
72
AI Naming Predictability
iNamed occasionally · 72/100
Education average 14
Top 1% of Education
See what's behind this score →5
-
Network Authority
iNot connected yet
Education average 0.0
0 relationships on record. Businesses in Education average 4. Claim your page and Engagemii is your first.
See what's behind this score →30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
Education average 13
See what's behind this score →0
About Stuvia
from our crawl and measurement
"Save time by focussing on what matters. Study class notes and textbook summaries written by fellow students to quickly understand the essentials." That is how Stuvia introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.4 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebSite, Organization) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
- Company ·
- Stuvia
- Website ·
- stuvia.com
- Industry ·
- Education
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Aug 1, 2026
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
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
Good
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
Strong
Recognized in AI knowledge graphs.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Good
Social discussion and mentions.
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 5.4/10, Stuvia has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Stuvia
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for Stuvia.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/stuvia
Cite this score: Engagemii (2026). "AEO Score for Stuvia." Retrieved from https://engagemii.com/aeo/brands/stuvia
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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