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AI Visibility Scorecard
CNC North Devon
northdevoncnc.com · Food & Beverage
Borderline visible. AI bots can crawl CNC North Devon, 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
#1,339,374 of 1,698,123 in Food & Beverage for AI visibility
3.3
/10
AEO Score
About CNC North Devon
from our crawl and measurement
"CNC North Devon takes your unique ideas and cuts the designs to your specifications, from a variety of materials. We then package them up and deliver them straight to your...." That is how CNC North Devon introduces itself. When AI engines look at it, they find little to work with. It scores 3.3 out of 10.
The site gets some of it right: it has structured data on the page (WebSite), a sitemap, a readable heading structure. What holds it back is what is absent, including 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
6
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
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
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 3.3/10, CNC North Devon is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for CNC North Devon
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Your Ingredient Label Has a Story. Is Anyone Telling It?
Food is the most intimate purchase a person makes. You're deciding what goes into your body, what you feed your family, what aligns with your values. That decision deserves more than a label and a hope.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for CNC North Devon.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/northdevoncnc
Cite this score: Engagemii (2026). "AEO Score for CNC North Devon." Retrieved from https://engagemii.com/aeo/brands/northdevoncnc
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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