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AI Visibility Scorecard
Scott Arthur Millwork & Cabinetry
scottarthurmillwork.com · Home & Living
Somewhat visible. AI bots can read Scott Arthur Millwork & Cabinetry, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#65,664 of 791,161 in Home & Living for AI visibility
5.8
/10
AEO Score
About Scott Arthur Millwork & Cabinetry
from our crawl and measurement
"Committed to providing the highest quality of custom millwork and cabinetry for every conceivable project in Edmonton, Alberta and beyond." That is how Scott Arthur Millwork & Cabinetry of Edmonton, AB introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.8 out of 10, readable in places, missing in others.
On the page, the fundamentals are in place: a clear heading structure, crawler access and the files AI engines look for, sitemaps and entity links AI can follow.
Off the page the picture is mixed: other sites link to it, but AI engines do not yet recognise it as a distinct business and there is no press coverage to draw on.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
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
7
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
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 5.8/10, Scott Arthur Millwork & Cabinetry has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Scott Arthur Millwork & Cabinetry
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Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/scottarthurmillwork
Cite this score: Engagemii (2026). "AEO Score for Scott Arthur Millwork & Cabinetry." Retrieved from https://engagemii.com/aeo/brands/scottarthurmillwork
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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