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AI Visibility Scorecard
Si MacKenzie Workshop
simackenziedesign.com · Fashion & Apparel
At 2.1/10, Si MacKenzie Workshop is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
#208,040 of 219,036 in Fashion & Apparel for AI visibility
2.1
/10
AEO Score
About Si MacKenzie Workshop
from our crawl and measurement
"Si MacKenzie is a woodworker and designer based in the Scottish Highlands, creating sculptural woodenware pieces using traditional techniques." That is how Si MacKenzie Workshop introduces itself. As far as answer engines are concerned it may as well not exist yet: 2.1 out of 10.
On its own pages the site does well on crawler access and the files AI engines look for. It is passable on a workable page structure and a partly stated business identity. What holds it back is structured data describing the business, credibility markers like credentials or reviews and sitemaps and entity links AI can follow.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
4
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
2
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
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 2.1/10, Si MacKenzie Workshop is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Si MacKenzie Workshop
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The Fitting Room Question Your Website Can't Answer (Yet)
Fashion is the most personal purchase category on the internet. And yet most fashion brands treat their website like a lookbook - beautiful to scroll, impossible to actually talk to.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Si MacKenzie Workshop.
Source & Attribution
Scored by Engagemii on August 4, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/simackenziedesign
Cite this score: Engagemii (2026). "AEO Score for Si MacKenzie Workshop." Retrieved from https://engagemii.com/aeo/brands/simackenziedesign
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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