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AI Visibility Scorecard
Surviving Your Ninth Semester
theninthsemester.substack.com · Education
Somewhat visible. AI bots can read Surviving Your Ninth Semester, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#26,858 of 904,856 in Education for AI visibility
6.7
/10
AEO Score
About Surviving Your Ninth Semester
from theninthsemester.substack.com
The semester they didn't warn you about. Personal essays and practical career and post-grad advice for the next generation. Written by the author of the award-winning early career resources blog, The Ninth Semester, supporting 250,000 students and grads. Click to read Surviving Your Ninth Semester,
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
2
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
2
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
8
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
10
Press and news coverage.
Community
10
Forum and community discussion.
0
No Reddit mentions 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 6.7/10, Surviving Your Ninth Semester has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Surviving Your Ninth Semester
Which AI engines already crawl you
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Source & Attribution
Scored by Engagemii on July 25, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/theninthsemester-substack
Cite this score: Engagemii (2026). "AEO Score for Surviving Your Ninth Semester." Retrieved from https://engagemii.com/aeo/brands/theninthsemester-substack
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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