AI Visibility Scorecard
Mulgrave Machine Works
mulgravemachineworks.com · Health & Wellness
Borderline visible. AI bots can crawl Mulgrave Machine Works, 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.
AI engines read this profile 10 times
Meta AI · ChatGPT · Claude · Perplexity
#127,169 of 379,591 in Health & Wellness for AI visibility
<1
AI Naming Predictability
iRarely named · <1/100
Health & Wellness average 12
Top 84% of Health & Wellness
See what's behind this score →4
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Health & Wellness average 2. Claim your page and Engagemii is your first.
See what's behind this score →35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
Health & Wellness average 19
See what's behind this score →0
About Mulgrave Machine Works
from our crawl and measurement
"<p>Mulgrave Machine Works is a custom metal fabricator with a full service machine shop for all plate and structural steel, tanks, pressure vessels, piping and casing projects.</p>." That is how Mulgrave Machine Works introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found structured data on the page (WebSite, Organization, LocalBusiness), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- Mulgrave Machine Works
- Website ·
- mulgravemachineworks.com
- Industry ·
- Health & Wellness
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Aug 9, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 4/10, Mulgrave Machine Works is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
how can we help?
If you're looking for more information, contact us to get a quote on your project now. Get A Quote Back to Top Our Team Careers Certifications Contact Mulgrave Machine Works, 34 England Avenue, Mulgrave, NS, B0E 2G0 LOCATION34 England AvenuePO Box 280Mulgrave, NS, CanadaB0E 2G0 ContactT: 902-747-2157F: 902-747-2227E: [email protected] © 2025 MULGRAVE MACHINE WORKS LTD.Customer Feedback Form | Privacy
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The exact fixes for Mulgrave Machine Works
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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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/mulgravemachineworks
Cite this score: Engagemii (2026). "AEO Score for Mulgrave Machine Works." Retrieved from https://engagemii.com/aeo/brands/mulgravemachineworks
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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