AI Visibility Scorecard
Donkey Work Design Ltd
ballix.com · Manufacturing & Industrial
Somewhat visible. AI bots can read Donkey Work Design Ltd, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#50,799 of 267,889 in Manufacturing & Industrial for AI visibility
5
AEO Visibility
iBorderline · 5.4/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About Donkey Work Design Ltd
from our crawl and measurement
Product Design Company NI is a business whose own site puts it this way: "Donkey Work Design. Expert product design company NI. Specialising in industrial & consumer products, Belfast, Northern Ireland." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.4 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), an llms.txt file for AI models and a readable heading structure. It is missing a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
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
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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 5.4/10, Donkey Work Design Ltd has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Are you ready?
Let's have a chat about how we can turn your idea into a reality today. Let's Talk Location Northern Ireland, UK Opening Hours Mon-Thu – 8:00AM – 5:00PMFri – 8:00AM – 1:00PMAvailable Outside Core Hours Social Links Facebook Instagram Linkedin
Is this your brand?
The exact fixes for Donkey Work Design Ltd
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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 September 16, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ballix
Cite this score: Engagemii (2026). "AEO Score for Donkey Work Design Ltd." Retrieved from https://engagemii.com/aeo/brands/ballix
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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