AI Visibility Scorecard
NCLM
nclm.org · Media & Entertainment
Somewhat visible. AI bots can read NCLM, but it is missing signals that would get it named ahead of competitors.
AI engines read this profile 9 times
Meta AI · Claude · Apple Intelligence
#17,609 of 1,966,325 in Media & Entertainment for AI visibility
87
AI Naming Predictability
iAI names companies like this often · 87/100
Media & Entertainment average 17
Top 1% of Media & Entertainment
See what's behind this score →5
-
Network Authority
iNot connected yet
Media & Entertainment average 0.0
0 relationships · Media & Entertainment average 3
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
About NCLM
from our crawl and measurement
NCLM, based in Raleigh, NC, describes itself simply: "The North Carolina League of Municipalities is a member-driven organization representing the interests of cities and towns in the state." Its AI visibility score is 5.4 out of 10: the engines can find it, but they do not have much to hold on to.
On its own pages the site does well on a clear heading structure, a clearly stated business identity and sitemaps and entity links AI can follow. It is passable on basic crawler access. What holds it back is credibility markers like credentials or reviews and structured data describing the business.
Off the page, other sites link to it and AI engines recognise it as a distinct business. There is some, but not much, sign that the domain is only lightly established. Beyond that, 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.
It does link out to several social profiles, which helps engines tie the brand together. The business dates to 1908.
- Company ·
- NCLM
- Website ·
- nclm.org
- Industry ·
- Media & Entertainment
- Location ·
- Raleigh, North Carolina
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Aug 1, 2026
The 6 signals AI reads
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
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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
Fair
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
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 read your site and name it in answers. At 5.4/10, NCLM has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for NCLM
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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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/nclm-org
Cite this score: Engagemii (2026). "AEO Score for NCLM." Retrieved from https://engagemii.com/aeo/brands/nclm-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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