AI Visibility Scorecard
Macat
macat.com · Education
Somewhat visible. AI bots can read Macat, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Apple Intelligence · Claude · Meta AI
#91,869 of 937,492 in Education for AI visibility
6
AEO Visibility
iBorderline · 5.9/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About Macat
from our crawl and measurement
Macat is a business whose own site puts it this way: "Skip to content AssessmentsLibraryMasterclassesTestimonialsAboutContact Human skills that matter in an AI-pervasive world Our evidence-based critical thinking & creativity assessments and." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.9 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: a clear heading structure, a clearly stated business identity and sitemaps and entity links AI can follow. It is passable on some structured data and basic crawler access. What holds it back is credibility markers like credentials or reviews.
Away from its own site, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
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
Strong
Inbound links from other sites.
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, Macat has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Why do human skills matter in an AI-pervasive world?
We’re entering a time of hybrid intelligence. Critical thinking and creativity are essential for us all to work positively with technology...
How does Macat help?
Over the past 10 years, we have invested millions of pounds in defining and developing critical thinking and creativity – and proving it works...
How do we help schools?
Our bespoke assessments help schools build learners’ critical thinking and creativity skills. And it works: see how we demonstrate improvement...
How do we help universities?
Macat’s masterclasses help universities support learners with critical thinking, and prove to students, regulators and employers that they are improving hybrid intelligence skills...
How do we help employers?
Our standardised, robust assessments rapidly, reliably and cost-effectively identify the most able candidates for interview, and help existing staff and leaders improve skills... Get in touch to start your critical thinking & creativity journey...
Is this your brand?
The exact fixes for Macat
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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 August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/macat
Cite this score: Engagemii (2026). "AEO Score for Macat." Retrieved from https://engagemii.com/aeo/brands/macat
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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