AI Visibility Scorecard
4MAT About Learning
aboutlearning.com · Education
Somewhat visible. AI bots can read 4MAT About Learning, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 7 times
Claude · Meta AI · ChatGPT · Apple Intelligence
#51,765 of 937,395 in Education for AI visibility
6
AEO Visibility
iVisible · 6.2/10
45
Muse Index Score
iAI agent readiness
Agent-ready · 45/100
0
AI Adoption
iNone detected · 0/100
About 4MAT About Learning
from our crawl and measurement
4MAT About Learning describes itself simply: "Official global platform for the 4MAT brain-based instructional design system developed by Dr. Bernice McCarthy." Its AI visibility score is 6.2 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 (Organization, Person), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 3 times in our tracking, including GPTBot (ChatGPT) and 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
Good
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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 6.2/10, 4MAT About Learning has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Who is Dr. Bernice McCarthy?
The 4MAT model was created in 1979 by Dr. Bernice McCarthy, an award winning teacher with 25 years classroom experience. Her goal was to create a simple and effective model for teachers that would help them reach out to more students more often. Her story > The Bio > Write your awesome label here.
Is this your brand?
The exact fixes for 4MAT About Learning
Which AI engines already crawl you
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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 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/aboutlearning
Cite this score: Engagemii (2026). "AEO Score for 4MAT About Learning." Retrieved from https://engagemii.com/aeo/brands/aboutlearning
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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