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AI Visibility Scorecard
Work Design Research
www.transformativeworkdesign.com · Education
Somewhat visible. AI bots can read Work Design Research, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
ChatGPT
#348,057 of 919,185 in Education for AI visibility
5.1
/10
AEO Score
About Work Design Research
from our crawl and measurement
Work Design Research is a Perth, WA business whose own site puts it this way: "Innovative Research.Informed Decision-Makers. Inspired Workers.The Centre for Transformative Work Design is led by Sharon Parker and based in Western Australia." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.7 out of 10.
Almost none of the machinery AI engines read is present, including structured data describing the business, an llms.txt file, a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
10
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
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
2
Established authority for your domain.
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.
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 5.1/10, Work Design Research has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Work Design Research
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/www-transformativeworkdesign
Cite this score: Engagemii (2026). "AEO Score for Work Design Research." Retrieved from https://engagemii.com/aeo/brands/www-transformativeworkdesign
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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