AI Visibility Scorecard
Pathways Education Project CIC
pathwayseducationproject.com · Education
Somewhat visible. AI bots can read Pathways Education Project CIC, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Claude · ChatGPT · Meta AI
#204,805 of 937,139 in Education for AI visibility
5
AEO Visibility
iBorderline · 5.4/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
About Pathways Education Project CIC
from our crawl and measurement
Credible Messenger Project is a London, ENG business whose own site puts it this way: "Prevention-focused PSHE education and mentoring for schools and local authorities across London and Sussex. Delivered by credible messengers with lived experience,." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.4 out of 10, readable in places and missing in others.
On the page, the fundamentals are in place: structured data on the page (WebSite, LocalBusiness), an llms.txt file for AI models, 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
Weak
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 5.4/10, Pathways Education Project CIC has a working base to build on - fixable, and the signals above are where to start.
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Source & Attribution
Scored by Engagemii on August 17, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/pathwayseducationproject
Cite this score: Engagemii (2026). "AEO Score for Pathways Education Project CIC." Retrieved from https://engagemii.com/aeo/brands/pathwayseducationproject
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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