AI Visibility Scorecard
National Council for the Training of Journalists
nctj.com · Education
Well-positioned for AI search. Its weakest signals, Community and Reddit, are where National Council for the Training of Journalists still has room to grow.
AI engines read this profile 9 times
Claude · Meta AI · Parallel · Apple Intelligence
Top 1% in Education for AI visibility
92
AI Naming Predictability
iAI names companies like this often · 92/100
Education average 14
Top 1% of Education
See what's behind this score →8.43
-
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 →20
0
About National Council for the Training of Journalists
from our crawl and measurement
National Council for the Training of Journalists describes itself simply: "The National Council for the Training of Journalists is the industry's charity that delivers the premier training scheme for journalists in the UK." Measured against the on-page and off-page signals AI engines rely on, it scores 8.43 out of 10, a strong showing.
On its own pages the site does well on a clear heading structure and sitemaps and entity links AI can follow. It is passable on some structured data, a partly stated business identity, a few credibility markers and basic crawler access.
Off the page, other sites link to it and it turns up in press coverage. There is some, but not much, sign that the domain is only lightly established and it barely surfaces on Reddit. Beyond that, AI engines do not yet recognise it as a distinct business and nobody is discussing it where AI engines look.
AI crawlers have read this profile 9 times in our tracking, including ClaudeBot (Anthropic), Meta AI and ShapBot (Parallel). It does link out to several social profiles, which helps engines tie the brand together.
- Company ·
- National Council for the Training of Journalists
- Website ·
- nctj.com
- Industry ·
- Education
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
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
Good
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
-
Not yet measured.
News & Press
Good
Press and news coverage.
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 8.43/10, National Council for the Training of Journalists is well placed; the signals above show what is left to gain.
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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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/nctj
Cite this score: Engagemii (2026). "AEO Score for National Council for the Training of Journalists." Retrieved from https://engagemii.com/aeo/brands/nctj
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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