AI Visibility Scorecard
Heavy Engineering
heavyengineering.co.uk · Manufacturing & Industrial
Borderline visible. AI bots can crawl Heavy Engineering, 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
#211,417 of 268,087 in Manufacturing & Industrial for AI visibility
4
AEO Visibility
iNear-invisible · 3.8/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About Heavy Engineering
from our crawl and measurement
HW Engineering is a business whose own site puts it this way: "HW Engineering in Kent offers CNC machining, in-situ repairs, welding, and installation for industrial sectors worldwide." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.8 out of 10.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 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
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
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.
Off-page authority
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 3.8/10, Heavy Engineering is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Do you have a project WE CAN ASSIST YOU WITH?
Contact us 75 years of meeting our customers’ engineering needs. We provide a complete engineering service through a unique combination of workshop-based heavy engineering, in-situ breakdown rapid response, repairs and maintenance worldwide, and the transportation and installation of plant and machinery.
Is this your brand?
The exact fixes for Heavy Engineering
Which AI engines already crawl you
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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 October 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/heavyengineering-co-uk
Cite this score: Engagemii (2026). "AEO Score for Heavy Engineering." Retrieved from https://engagemii.com/aeo/brands/heavyengineering-co-uk
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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