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AI Visibility Scorecard
CNI: Coalition for Networked Information
cni.org · Media & Entertainment
Somewhat visible. AI bots can read CNI: Coalition for Networked Information, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
Meta AI · Claude
#43,074 of 1,912,104 in Media & Entertainment for AI visibility
6.6
/10
AEO Score
About CNI: Coalition for Networked Information
from our crawl and measurement
CNI: Coalition for Networked Information, based in Washington, DC, describes itself simply: "CNI works to advance the use of technology in scholarly communication, teaching and learning, and intellectual productivity." Its AI visibility score is 6.6 out of 10: the engines can find it, but they do not have much to hold on to.
Under the hood there is a sitemap and a readable heading structure, but the score is capped by what is missing: structured data describing the business, an llms.txt file.
Our monitoring has logged one AI crawler visit here: the engines come, the question is what they find.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
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
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
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 Authority
4
Established authority for your domain.
Reference Presence
10
Recognized in AI knowledge graphs.
News & Press
1
Press and news coverage.
Community
0
No community discussion yet.
Social Mentions
1
Social discussion and mentions.
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 6.6/10, CNI: Coalition for Networked Information has a working base to build on - fixable, and the signals above are where to start.
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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 August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cni-org
Cite this score: Engagemii (2026). "AEO Score for CNI: Coalition for Networked Information." Retrieved from https://engagemii.com/aeo/brands/cni-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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