AI Visibility Scorecard
Forge CPD
forgecpd.com · Education
Borderline visible. AI bots can crawl Forge CPD, 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
#349,162 of 937,492 in Education for AI visibility
5
AEO Visibility
iBorderline · 5/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
?
AI Adoption
iNone detected · -/100
About Forge CPD
from our crawl and measurement
"Forge CPD is a non-profit making organisation, which brings together high quality training resources for teachers, support staff and governors from a wide range of partners across South." That is how Forge CPD: CPD for Teachers and School Community of Wath upon Dearne introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.0 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebSite, LocalBusiness), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
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
Strong
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
Strong
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 5/10, Forge CPD is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Forge CPD
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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 August 21, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/forgecpd
Cite this score: Engagemii (2026). "AEO Score for Forge CPD." Retrieved from https://engagemii.com/aeo/brands/forgecpd
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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