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AI Visibility Scorecard
CMC Design-Build
· Food & Beverage
Borderline visible. AI bots can crawl CMC Design-Build, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
Monitoring for AI engine activity
In the Engagemii AEO index
#603,982 of 1,352,755 in Food & Beverage for AI visibility
4.4
/10
AEO Score
About CMC Design-Build
from our crawl and measurement
"We looked at various greenfield options as well as expanding at our existing facility." That is how CMC Design-Build of Quincy, MA introduces itself. When AI engines look at it, they find little to work with. It scores 4.1 out of 10.
Our crawl found structured data on the page (BreadcrumbList), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
8
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
6
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
1
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 4.4/10, CMC Design-Build is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for CMC Design-Build
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for CMC Design-Build.
Source & Attribution
Scored by Engagemii on August 3, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cmcdesignbuild
Cite this score: Engagemii (2026). "AEO Score for CMC Design-Build." Retrieved from https://engagemii.com/aeo/brands/cmcdesignbuild
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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