AI Visibility Scorecard
Making sense... of evidence, data, and the stories they tell
christinapagel.substack.com · Education
At 2.84/10, Making sense... of evidence, data, and the stories they tell 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, Content Structure and E-E-A-T Signals. That is fixable, and the signals below show where to start.
AI engines read this profile 1 times
ChatGPT
Top 5% in Education for AI visibility
<1
2.84
-
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
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About Making sense... of evidence, data, and the stories they tell
from christinapagel.substack.com
Making Sense explores how evidence and data can help us make sense of the world — from the NHS and Covid to science, democracy and politics. Christina Pagel is a Professor of Operational Research at
- Company ·
- Making sense... of evidence, data, and the stories they tell
- Website ·
- christinapagel.substack.com
- Industry ·
- Education
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 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
Weak
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
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
Strong
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Strong
Press and news coverage.
Community
Strong
Forum and community discussion.
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 2.84/10, Making sense... of evidence, data, and the stories they tell is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
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/christinapagel-substack
Cite this score: Engagemii (2026). "AEO Score for Making sense... of evidence, data, and the stories they tell." Retrieved from https://engagemii.com/aeo/brands/christinapagel-substack
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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