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AI Visibility Scorecard
CMC
cmc.org · recreational facilities and services
Somewhat visible. AI bots can read CMC, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#668 of 179,835 in Sports & Recreation for AI visibility
6.9
/10
AEO Score
About CMC
from our crawl and measurement
"The Colorado Mountain Club teaches skills and leads outdoor activities for all ages and levels in Colorado." That is how CMC introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.9 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: a clear heading structure, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on a partly stated business identity. What holds it back is structured data describing the business and credibility markers like credentials or reviews.
Away from its own site, other sites link to it, AI engines recognise it as a distinct business, it turns up in press coverage and it comes up on Reddit. There is some, but not much, sign that the domain is only lightly established and there is little discussion of it.
It does link out to several social profiles, which helps engines tie the brand together. The business dates to 1912.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
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
4
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
7
Press and news coverage.
Community
1
Forum and community discussion.
6
Reddit mentions and discussion.
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, CMC has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for CMC
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Athletes Know What They Want. They Just Can't Find a Brand That Listens.
An athlete shopping for gear isn't browsing. They're problem-solving.
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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/cmc-org
Cite this score: Engagemii (2026). "AEO Score for CMC." Retrieved from https://engagemii.com/aeo/brands/cmc-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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