AI Visibility Scorecard
guilds42.com · Education
Borderline visible. AI bots can crawl Guilds42, 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 8 times
Claude · Meta AI · ByteDance AI · Perplexity
#111,926 of 937,618 in Education for AI visibility
<1
4
AEO Visibility
iBorderline · 4.2/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
"Discover Guilds42 We integrate offers for schools, universities, companies, startups to combat skill mismatch and democratize the transition to digital." That is how Guilds42 introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.3 out of 10, readable in places, missing in others.
The site gets some of it right: it has structured data on the page (WebPage, ImageObject, BreadcrumbList), a sitemap, a readable heading structure. What holds it back is what is absent, including an llms.txt file.
AI crawlers have visited the site 2 times in our tracking, so the engines are already looking.
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
Good
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.
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.
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 4.2/10, Guilds42 is crawlable but under-signaled - fixable, and the signals above are where to start.
Who uses Guilds42?
Students, N.E.E.T.s, and workers looking to retrain.Find out how to use it by watching the video!
How do I use Guilds42?
How Guilds42 can help you?This short video can give you a introduction. Level 1 : Study and earn certifications at the academy.Level 2 : Reach 42 points.Level 3 : Enroll in real company projects to gainhands-on experience and learn by doing.
Is this your brand?
The exact fixes for Guilds42
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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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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/guilds42
Cite this score: Engagemii (2026). "AEO Score for Guilds42." Retrieved from https://engagemii.com/aeo/brands/guilds42
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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