AI Visibility Scorecard
Assorted Materials
assortedmaterials.com · Education
Borderline visible. AI bots can crawl Assorted Materials, 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
#670,570 of 937,395 in Education for AI visibility
3
AI Naming Predictability
iRarely named · 3/100
4
AEO Visibility
iBorderline · 4.1/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Assorted Materials
from our crawl and measurement
Assorted Materials describes itself simply: "https://vimeo.com/337983273 https://vimeo.com/371652420 Dr Johnny Ryan FRHistS is a Senior Fellow at the Irish Council for Civil Liberties, and a Senior Fellow at the Open Markets Institute." When AI engines look at it, they find little to work with. It scores 4.1 out of 10.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4.1/10, Assorted Materials is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Assorted Materials
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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 October 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/assortedmaterials
Cite this score: Engagemii (2026). "AEO Score for Assorted Materials." Retrieved from https://engagemii.com/aeo/brands/assortedmaterials
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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