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AI Visibility Scorecard
Welcome to The Blog of the Association of National Teaching Fellows (NTF)
ntf-association.com · Education
Somewhat visible. AI bots can read Welcome to The Blog of the Association of National Teaching Fellows (NTF), but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Apple Intelligence · Claude · Meta AI
#158,513 of 895,750 in Education for AI visibility
6
AEO Visibility
iBorderline · 5.7/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Welcome to The Blog of the Association of National Teaching Fellows (NTF)
from our crawl and measurement
Welcome to The Blog of the Association of National Teaching Fellows (NTF) is a business whose own site puts it this way: "Engaging in the Scholarship of Teaching and Learning is often described as both inspiring and challenging, and this was a central theme in our workshop at the ANTF Symposium in Newcastle on." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.5 out of 10, readable in places and missing in others.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Authority
4
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 5.7/10, Welcome to The Blog of the Association of National Teaching Fellows (NTF) 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 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ntf-association
Cite this score: Engagemii (2026). "AEO Score for Welcome to The Blog of the Association of National Teaching Fellows (NTF)." Retrieved from https://engagemii.com/aeo/brands/ntf-association
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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