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AI Visibility Scorecard
dynamicmw.ca · Automotive
Borderline visible. AI bots can crawl Northern Dynamic, 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
#202,092 of 322,240 in Automotive for AI visibility
4.1
/10
AEO Score
from our crawl and measurement
"Northern Dynamic Metalworks Ltd is a reputable metal processing and fabrication company in Prince George. We specialize in custom welding projects. Call us now for details." That is how Metal Processing and Fabrication Company Prince George introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.9 out of 10.
Our crawl found structured data on the page (WebSite), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
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
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
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.
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 4.1/10, Northern Dynamic is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Northern Dynamic
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/dynamicmw-ca
Cite this score: Engagemii (2026). "AEO Score for Northern Dynamic." Retrieved from https://engagemii.com/aeo/brands/dynamicmw-ca
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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