▲ 1.2 since Jun 2026
#38,782 OF 811,910 IN NONPROFITS
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AI Visibility Scorecard
CED – Center for Entrepreneurial Development
cednc.org · Nonprofits
Somewhat visible. AI bots can read CED – Center for Entrepreneurial Development, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Meta AI · Claude
#38,782 of 811,910 in Nonprofits for AI visibility
6
AEO Visibility
iVisible · 6.2/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
About CED – Center for Entrepreneurial Development
from our crawl and measurement
CED Center for Entrepreneurial Development is a business whose own site puts it this way: "CED is committed to generating the next $20B in new enterprise value in North Carolina by 2034." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.2 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: a clear heading structure and crawler access and the files AI engines look for. It is passable on some structured data, a partly stated business identity and partial sitemap and link coverage. What holds it back is credibility markers like credentials or reviews.
Away from its own site, other sites link to it. There is some, but not much, sign that the domain is only lightly established, press coverage is thin and there is little discussion of it. Beyond that, AI engines do not yet recognise it as a distinct business and it does not come up on Reddit.
The business dates to 1984.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
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 Authority
3
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
1
Press and news coverage.
Community
2
Forum and community discussion.
Social Mentions
0
No social discussion 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 6.2/10, CED – Center for Entrepreneurial Development has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for CED – Center for Entrepreneurial Development
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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/cednc-org
Cite this score: Engagemii (2026). "AEO Score for CED – Center for Entrepreneurial Development." Retrieved from https://engagemii.com/aeo/brands/cednc-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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