AI Visibility Scorecard
rosscoops31.com · Education
Somewhat visible. AI bots can read Cooper on Curriculum, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Claude · Apple Intelligence · Meta AI
#113,237 of 936,925 in Education for AI visibility
6
AEO Visibility
iBorderline · 5.8/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
2
AI Adoption
iBasic · 2/100
from our crawl and measurement
"Direct instruction, however, has developed negative connotations, especially among fans of project based learning and inquiry." That is how Cooper on Curriculum introduces itself. Its AI visibility score is 5.8 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.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
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
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
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.
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
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
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 5.8/10, Cooper on Curriculum has a working base to build on - fixable, and the signals above are where to start.
How Do I Lead Project Based Learning? – Evaluate Professional Learning #RealPBL (part 4 of 4)?
By Ross Cooper Leave a Comment The following is the fourth of four excerpts from the eBook, How Do I Lead Project Based Learning?, which provides a concrete framework for leading the implementation of project based learning. Although this eBook was written through the lens of project based learning, everything can be applied to all professional learning and instructional shifts, no matter the content.
How Do I Lead Project Based Learning? – Model Best Practice #RealPBL (part 3 of 4)?
By Ross Cooper Leave a Comment The following is the third of four excerpts from the eBook, How Do I Lead Project Based Learning?, which provides a concrete framework for leading the implementation of project based learning. Although this eBook was written through the lens of project based learning, everything can be applied to all professional learning and instructional shifts, no matter the content.
How Do I Lead Project Based Learning? – Begin with the End in Mind #RealPBL (part 2 of 4)?
By Ross Cooper Leave a Comment The following is the second of four excerpts from the eBook, How Do I Lead Project Based Learning?, which provides a concrete framework for leading the implementation of project based learning. Although this eBook was written through the lens of project based learning, everything can be applied to all professional learning and instructional shifts, no matter the content.
How Do I Lead Project Based Learning? – Establish Relationships and Trust #RealPBL (part 1 of 4)?
By Ross Cooper Leave a Comment The following is the first of four excerpts from the eBook, How Do I Lead Project Based Learning?, which provides a concrete framework for leading the implementation of project based learning. Although this eBook was written through the lens of project based learning, everything can be applied to all professional learning and instructional shifts, no matter the content.
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The exact fixes for Cooper on Curriculum
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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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Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/rosscoops31
Cite this score: Engagemii (2026). "AEO Score for Cooper on Curriculum." Retrieved from https://engagemii.com/aeo/brands/rosscoops31
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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