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AI Visibility Scorecard
ClassCraft AI
classcraft.ai · Education
Borderline visible. AI bots can crawl ClassCraft AI, 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 9 times
Claude · Meta AI · Apple Intelligence · ChatGPT
#373,161 of 888,837 in Education for AI visibility
5
AEO Visibility
iBorderline · 5/10
65
Muse Index Score
iAI agent readiness
Agent-ready · 65/100
13
AI Adoption
iBasic · 13/100
About ClassCraft AI
from our crawl and measurement
ClassCraft AI describes itself simply: "AI teaching assistant built for Scotland's Further Education colleges. Generate lesson plans, teaching resources, and quizzes aligned to SQA standards." Its AI visibility score is 5.0 out of 10: the engines can find it, but they do not have much to hold on to.
The site does the on-page work well, with structured data on the page (Organization, WebSite, WebPage), an llms.txt file for AI models, a sitemap.
Our monitoring has logged 8 AI crawler visits here: the engines come, the question is what they find.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
8
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 5/10, ClassCraft AI is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What is ClassCraft AI?
ClassCraft AI is an AI-powered teaching assistant built specifically for Scotland's Further Education colleges. It helps lecturers create lesson plans, presentations, quizzes, and handouts in minutes, all aligned to SQA unit specifications.
Is ClassCraft AI aligned to SQA standards?
Yes. ClassCraft AI generates resources against real SQA unit specifications, including outcomes, evidence requirements, and knowledge and skills frameworks. We are also expanding to support City & Guilds, VTCT, IMI, and UAL qualifications.
Who is ClassCraft AI for?
ClassCraft AI is designed for lecturers and teaching staff across Scotland's Further Education college sector. It is used by colleges to reduce time spent on resource creation so lecturers can focus on teaching.
What types of resources can ClassCraft AI generate?
ClassCraft AI can generate lesson plans, student handouts, PowerPoint presentations with text-to-speech narration, and formative quizzes that can be exported to Moodle and other VLEs.
How do I get ClassCraft AI for my college?
ClassCraft AI works directly with Scottish FE colleges to set up teams. Contact us through the website to arrange a trial or discuss how ClassCraft AI can support your department.
Is this your brand?
The exact fixes for ClassCraft AI
Which AI engines already crawl you
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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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/classcraft-ai
Cite this score: Engagemii (2026). "AEO Score for ClassCraft AI." Retrieved from https://engagemii.com/aeo/brands/classcraft-ai
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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