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AI Visibility Scorecard
Center for Design and Manufacturing Excellence
cdme.osu.edu · Education
Somewhat visible. AI bots can read Center for Design and Manufacturing Excellence, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#15,961 of 900,811 in Education for AI visibility
6.9
/10
AEO Score
About Center for Design and Manufacturing Excellence
from our crawl and measurement
Center for Design and Manufacturing Excellence describes itself simply: "Cyber Command research competition April 15, 2026 High school students get METAL experience March 26, 2026 Meet the Team with Laboratory Coordinator Lili Hurst More News Events Jul 31 Jul." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.9 out of 10, readable in places, missing in others.
Under the hood there is a clearly stated business identity, but the score is capped by what is missing: the technical files AI engines look for, such as llms.txt or an open robots.txt, structured data describing the business.
Off the page the picture is mixed: other sites link to it and AI engines recognise it as a distinct business, but it does not come up on Reddit.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
9
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
0
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
6
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
8
Press and news coverage.
Community
8
Forum and community discussion.
0
No Reddit mentions 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 6.9/10, Center for Design and Manufacturing Excellence has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Center for Design and Manufacturing Excellence
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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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cdme-osu-edu
Cite this score: Engagemii (2026). "AEO Score for Center for Design and Manufacturing Excellence." Retrieved from https://engagemii.com/aeo/brands/cdme-osu-edu
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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