AI Visibility Scorecard
CAT4 Tests
cat4tests.com · Education
Borderline visible. AI bots can crawl CAT4 Tests, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 1 times
Claude
#861,099 of 937,773 in Education for AI visibility
3
AI Naming Predictability
iRarely named · 3/100
Education average 14
Top 57% of Education
See what's behind this score →4
-
Network Authority
iNot connected yet
Education average 0.0
0 relationships · Education average 4
See what's behind this score →25
0
About CAT4 Tests
from our crawl and measurement
CAT4 Tests describes itself simply: "From the UK to the UAE and beyond, parents, teachers, and schoolsreply on CAT4-Prep for clarity, calm and real results." When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
Our crawl found structured data on the page (EducationalOrganization, Organization, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- CAT4 Tests
- Website ·
- cat4tests.com
- Industry ·
- Education
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Oct 2, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
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
Good
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
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 read your site and name it in answers. At 3.5/10, CAT4 Tests is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What Makes CAT4Tests.com Different?
We go beyond free practice. Our expert-driven approach helps studentsbuild skills, understand their potential, and perform with confidence, Expert Designed Created by assessment specialists with deep experience in CAT4 testing and UK standards. Curriculum Aligned All content is built around official CAT4 frameworks and follows Age Standardised Score (SAS) approach.
Is this your brand?
The exact fixes for CAT4 Tests
Which AI engines already crawl you
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on October 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cat4tests
Cite this score: Engagemii (2026). "AEO Score for CAT4 Tests." Retrieved from https://engagemii.com/aeo/brands/cat4tests
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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