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AI Visibility Scorecard
De Firma CNC
defirmacnc.nl · Education
Somewhat visible. AI bots can read De Firma CNC, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#326,891 of 909,012 in Education for AI visibility
5
AEO Visibility
iBorderline · 5.1/10
80
Muse Index Score
iAI agent readiness
Transactable · 80/100
0
AI Adoption
iNone detected · 0/100
About De Firma CNC
from our crawl and measurement
De Firma CNC CNC Frezen en Houtbewerking in Utrecht, based in Utrecht, Utrecht, describes itself simply: "De Firma CNC in Utrecht is gespecialiseerd in CNC frezen, hout graveren en maatwerk houten producten zoals houten naamborden, houten letters, pegboards en camper interieur onderdelen." Its AI visibility score is 5.1 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (LocalBusiness), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
8
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
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
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
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 5.1/10, De Firma CNC has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for De Firma CNC
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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.
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Source & Attribution
Scored by Engagemii on September 15, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/defirmacnc-nl
Cite this score: Engagemii (2026). "AEO Score for De Firma CNC." Retrieved from https://engagemii.com/aeo/brands/defirmacnc-nl
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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