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AI Visibility Scorecard

CMI Group

CMI Group

Unclaimed

cassmac.com · aviation & aerospace

Somewhat visible. AI bots can read CMI Group, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 5 times

ChatGPT · Apple Intelligence · Claude

#370,694 of 2,810,206 in Technology for AI visibility

5.8

/10

AEO Score

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About CMI Group

from our crawl and measurement

CMI Group describes itself simply: "CMI Group is a precision manufacturing company that provides machined component parts of all different types as well as small assembled components to the Aerospace and commercial." Its AI visibility score is 5.8 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 and crawler access and the files AI engines look for. It is passable on some structured data, a partly stated business identity and a few credibility markers. What holds it back is sitemaps and entity links AI can follow.

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.

AI crawlers have visited 5 times in our tracking, including ClaudeBot (Anthropic), GPTBot (ChatGPT) and Applebot (Siri). The site links to no social profiles, so there is nothing tying the brand to a wider presence. The business dates to 1973.

Industry · aviation & aerospace
Last scored · Aug 1, 2026
Employees · 501-1000
Founded · 1973

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

6

Experience, Expertise, Authority, Trust markers.

Technical AEO

7

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

4

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

9

Inbound links from other sites.

Domain Trust

3

Established authority for your domain.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

0

No press coverage found yet.

Community

0

No community discussion yet.

Reddit

0

No Reddit mentions 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 5.8/10, CMI Group has a working base to build on - fixable, and the signals above are where to start.

Is this your brand?

The exact fixes for CMI Group

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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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/cassmac

Cite this score: Engagemii (2026). "AEO Score for CMI Group." Retrieved from https://engagemii.com/aeo/brands/cassmac

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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