T
T.W. MacKay & Son
About This Website
Suppliers of industrial instrumentation and process control equipment in the province of British Columbia. Suppliers of food processing and packaging machinery in the western Canadian provinces of British Columbia, Alberta, Saskatchewan, and Manitoba.
AI GEO / SEO Diagnostic Report
How easily can AI assistants cite this website?
Grade D
📖 AI Readability
97/100
Weight: 18%
🏷️ Entity Coverage
50/100
Weight: 15%
🧱 Semantic Structure
100/100
Weight: 15%
🔗 Citation Quality
25/100
Weight: 16%
🧩 Chunk Quality
80/100
Weight: 12%
🕒 Freshness
40/100
Weight: 12%
🤖 AI Feed Ready
0/100
Weight: 12%
Why AI may struggle to cite your site
- Medium No canonical link — citation source is ambiguous.
- Low No JSON-LD structured data (Schema.org).
- Low No llms.txt / AI-feed endpoint discovered.
Issues detected
- No canonical link — citation source is ambiguous.
- No JSON-LD structured data (Schema.org).
- No llms.txt / AI-feed endpoint discovered.
GEO optimization suggestions
-
Add pointing to the preferred URL.↑ +10 Impact
-
Add JSON-LD (WebPage / Organization / Article) for machine clarity.↑ +12 Impact
-
Publish an llms.txt and/or an AI-feed Markdown endpoint.↑ +10 Impact
AI GEO Score: 58 · Grade D
· Checked · 2026-07-24 21:31
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Directory Info
- Category: Electronic Components
- Domain: twmackay.com
- Listed: 2026-07-21
- Status: Verified listing