▲ 1.1 since Jun 2026
#660,986 OF 1,960,756 IN MEDIA & ENTERTAINMENT
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AI Visibility Scorecard
cmclibraries.org
cmclibraries.org · Media & Entertainment
Somewhat visible. AI bots can read cmclibraries.org, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
Meta AI · Claude
#660,986 of 1,960,756 in Media & Entertainment for AI visibility
5
AEO Visibility
iBorderline · 5.1/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About cmclibraries.org
from our crawl and measurement
Home is a Spindale, NC business whose own site puts it this way: "CMC Library Cosortium - a cooperative of libraries in Polk and Rutherford counties of North Carolina." Its AI visibility score is 5.1 out of 10: the engines can find it, but they do not have much to hold on to.
On the page it is passable on a workable page structure, basic crawler access and partial sitemap and link coverage. What holds it back is a clearly stated business identity, structured data describing the business and credibility markers like credentials or reviews.
Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
The site links to no social profiles, so there is nothing tying the brand to a wider presence.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Weak
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.
Off-page authority
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.
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 5.1/10, cmclibraries.org has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for cmclibraries.org
Which AI engines already crawl you
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cmclibraries-org
Cite this score: Engagemii (2026). "AEO Score for cmclibraries.org." Retrieved from https://engagemii.com/aeo/brands/cmclibraries-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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