AI Visibility Scorecard
friendly academic
friendlyacademic.com · Education
At 1.55/10, friendly academic 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, E-E-A-T Signals and Backlinks. That is fixable, and the signals below show where to start.
AI engines read this profile 3 times
Claude
Top 50% in Education for AI visibility
3
1.55
-
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 friendly academic
from our crawl and measurement
"A friendly space for early career humanities and social sciences academics." That is how friendly academic introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 1.55 out of 10.
The site gets some of it right: it has a sitemap, a readable heading structure, substantial page content. What holds it back is what is absent, including structured data describing the business, an llms.txt file.
- Company ·
- friendly academic
- Website ·
- friendlyacademic.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
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Good
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
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 read your site and name it in answers. At 1.55/10, friendly academic is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
Are PhD summer schools worth it?
PhD summer schools were a highlight for me during my studies. They were fun, insightful, and a great chance to connect with peers and academics. Each one had its unique vibe and focus, which was super helpful for my research.
What does the book publication process look like?
I’ve just published my first book! Yay! In this post, I share insights on my own experience of the publishing process with Routledge. I share roughly what the process looked like and how long it took – as well as, of course, a list of existing resources that early career researchers looking to publish their first book might find helpful. Click here to read the full post May 28, 2026May 28, 2026 Academic careers
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.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for friendly academic.
Source & Attribution
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/friendlyacademic
Cite this score: Engagemii (2026). "AEO Score for friendly academic." Retrieved from https://engagemii.com/aeo/brands/friendlyacademic
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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