AI Visibility Scorecard
ocwconsortium.org · Media & Entertainment
At 2.78/10, Open Education Awards for Excellence is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, Backlinks and News Mentions. That is fixable, and the signals below show where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
Top 5% in Media & Entertainment for AI visibility
19
AI Naming Predictability
iRarely named · 19/100
Media & Entertainment average 17
Top 23% of Media & Entertainment
See what's behind this score →2.78
AEO Visibility
iNear-invisible · 2.78/10
Media & Entertainment average 1.4
See what's behind this score →-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Media & Entertainment average 3. Claim your page and Engagemii is your first.
See what's behind this score →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Media & Entertainment average 15
See what's behind this score →0
from our crawl and measurement
Open Education Awards for Excellence is a business whose own site puts it this way: "Which Open Education Resources should be recognized for excellence?" When AI engines look at it, they find little to work with. It scores 2.78 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
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
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
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
Weak
No inbound links found yet.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
-
Not yet measured.
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 read your site and name it in answers. At 2.78/10, Open Education Awards for Excellence is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
What’s Happening?
It’s a new season of OEAwards that begins with the planting the seeds of recognition with nominations from the global Open Education community. For 2026, some 204 seeds have been planted and all of them are now available for you to explore. Nominations closed June 22 and are being analyzed by the OEAwards Review Committee. The seeds you plant can grow into the awards celebration in September 2026.
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ocwconsortium-org
Cite this score: Engagemii (2026). "AEO Score for Open Education Awards for Excellence." Retrieved from https://engagemii.com/aeo/brands/ocwconsortium-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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