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AI Visibility Scorecard
The Mazwell Group
themazwellgroup.com · Manufacturing & Industrial
Borderline visible. AI bots can crawl The Mazwell Group, 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
#210,013 of 240,847 in Manufacturing & Industrial for AI visibility
3.3
/10
AEO Score
About The Mazwell Group
from our crawl and measurement
"We see the next chapter of our history being written with the ownership of The Dodge Company Ltd (Dodge UK) passing in 2018 from the Dodge UK family to The MazWell Group, founded by Craig." That is how The Mazwell Group Helping you, so you can help others introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.3 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
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
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
No social discussion 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 3.3/10, The Mazwell Group is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for The Mazwell Group
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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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Source & Attribution
Scored by Engagemii on August 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/themazwellgroup
Cite this score: Engagemii (2026). "AEO Score for The Mazwell Group." Retrieved from https://engagemii.com/aeo/brands/themazwellgroup
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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