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AI Visibility Scorecard
MDN Cabinets, Inc. — Premium Commercial Millwork
mdncabinets.com · Home & Living
Borderline visible. AI bots can crawl MDN Cabinets, Inc. — Premium Commercial Millwork, 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
#736,152 of 1,217,362 in Home & Living for AI visibility
4.2
/10
AEO Score
About MDN Cabinets, Inc. — Premium Commercial Millwork
from our crawl and measurement
MDN Cabinets, Inc. Premium Commercial Millwork is a Garner, NC business whose own site puts it this way: "The one source for the finest turn key interior architectural millwork. Specializing in plastic laminate, wood veneer, quartz, granite, and solid surface." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
Our crawl found structured data on the page (LocalBusiness) and a readable heading structure. It is missing an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
9
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
5
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 Trust
1
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.
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 4.2/10, MDN Cabinets, Inc. — Premium Commercial Millwork is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for MDN Cabinets, Inc. — Premium Commercial Millwork
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mdncabinets
Cite this score: Engagemii (2026). "AEO Score for MDN Cabinets, Inc. — Premium Commercial Millwork." Retrieved from https://engagemii.com/aeo/brands/mdncabinets
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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