AI Visibility Scorecard
Cath Ellis Learning Design
cathellis.com · Education
Somewhat visible. AI bots can read Cath Ellis Learning Design, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#91,866 of 937,395 in Education for AI visibility
78
AI Naming Predictability
iLikely to be named · 78/100
6
AEO Visibility
iBorderline · 5.9/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
0
AI Adoption
iNone detected · 0/100
About Cath Ellis Learning Design
from our crawl and measurement
Cath Ellis Learning Design describes itself simply: "Cath Ellis is an eLearning designer and developer based in Melbourne, specialising in Evolve Authoring, Articulate, Storyline and Totara." Its AI visibility score is 5.9 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
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
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Strong
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 5.9/10, Cath Ellis Learning Design has a working base to build on - fixable, and the signals above are where to start.
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on October 3, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cathellis
Cite this score: Engagemii (2026). "AEO Score for Cath Ellis Learning Design." Retrieved from https://engagemii.com/aeo/brands/cathellis
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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