AI Visibility Scorecard
Edshelf
edshelf.com · Education
Somewhat visible. AI bots can read Edshelf, but it is missing signals that would get it named ahead of competitors.
AI engines read this profile 15 times
Claude · Meta AI · Apple Intelligence · Perplexity
#3,229 of 937,769 in Education for AI visibility
84
AI Naming Predictability
iNamed sometimes · 84/100
Education average 14
Top 1% of Education
See what's behind this score →6
-
Network Authority
iNot connected yet
Education average 0.0
0 relationships · Education average 4
See what's behind this score →5
0
About Edshelf
from our crawl and measurement
Edshelf describes itself simply: "Allows students to adjust variables and see the results." Its AI visibility score is 5.5 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
- Company ·
- Edshelf
- Website ·
- edshelf.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
Weak
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
Weak
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
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
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 read your site and name it in answers. At 5.5/10, Edshelf has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Edshelf
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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.
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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/edshelf
Cite this score: Engagemii (2026). "AEO Score for Edshelf." Retrieved from https://engagemii.com/aeo/brands/edshelf
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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