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AI Visibility Scorecard
Work Design Research
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 3 times
Meta AI · Claude
#54,098 of 892,440 in Education for AI visibility
6
AEO Visibility
iVisible · 6.4/10
35
Muse Index Score
iAI agent readiness
Basic · 35/100
0
AI Adoption
iNone detected · 0/100
About Work Design Research
from our crawl and measurement
"Innovative Research.Informed Decision-Makers. Inspired Workers.The Centre for Transformative Work Design is led by Sharon Parker and based in Western Australia." That is how Work Design Research of Perth, WA introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.4 out of 10, readable in places, missing in others.
The site gets some of it right: it has structured data on the page (WebSite, LocalBusiness), an llms.txt file for AI models, a sitemap. What holds it back is what is absent, including a heading structure that lays out what it offers.
AI crawlers have visited the site once in our tracking, so the engines are already looking.
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
10
Inbound links from other sites.
Domain Authority
3
Established authority for your domain.
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 6.4/10, Work Design Research has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Work Design Research
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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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/transformativeworkdesign
Cite this score: Engagemii (2026). "AEO Score for Work Design Research." Retrieved from https://engagemii.com/aeo/brands/transformativeworkdesign
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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