#763,723 OF 934,127 IN EDUCATION
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AI Visibility Scorecard
Fred's Teaching
fredsteaching.com · Education
Borderline visible. AI bots can crawl Fred's Teaching, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#763,723 of 934,127 in Education for AI visibility
4
AEO Visibility
iNear-invisible · 3.5/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Fred's Teaching
from our crawl and measurement
Fred's Teaching Teaching Resources is a business whose own site puts it this way: "Alongside our whole-class reading units, you can find reading and fluency assessments, and our popular fluency resources, Fluency Friday and Fluent in Five, which can be used whole-class." When AI engines look at it, they find little to work with. It scores 3.5 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.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
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
Fair
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 3.5/10, Fred's Teaching is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What are people saying about FRED’s Teaching Reading?
Amazing whole class reading CPD. Very informative, great resources and lots of ideas to use in my school. Thank you :)Jacqueline Westgate Great Zoom meeting, really clear and concise and fab resources. Thank you so much for sharing resources- will give me back my family time.Joanne Jackman It was fantastic, really inspiring so thank you for giving up your Saturday night too!Lesley Russell Great training this evening.
Is this your brand?
The exact fixes for Fred's Teaching
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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 September 25, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fredsteaching
Cite this score: Engagemii (2026). "AEO Score for Fred's Teaching." Retrieved from https://engagemii.com/aeo/brands/fredsteaching
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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