AI Visibility Scorecard
Fred's Teaching
fredsteaching.com · Education
At 1.17/10, Fred's Teaching is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, Backlinks and Domain Authority. That is fixable, and the signals below show where to start.
AI engines read this profile 1 times
Claude
3
1.17
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Education average 4. Claim your page and Engagemii is your first.
See what's behind this score →5
0
About Fred's Teaching
from our crawl and measurement
Fred's Teaching 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 1.17 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 read this profile once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- Fred's Teaching
- Website ·
- fredsteaching.com
- Industry ·
- Education
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page 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.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 1.17/10, Fred's Teaching is near-invisible to AI engines today. That is 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.
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on November 9, 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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