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AI Visibility Scorecard
Joanne Walen
joannewalen.substack.com · Education
Somewhat visible. AI bots can read Joanne Walen, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#89,626 of 865,185 in Education for AI visibility
6
/10
AEO Score
About Joanne Walen
from our crawl and measurement
"Retired teacher, mother, Nona to 4, Gran-Nan to 2, supervisor of student teachers, Christian, voracious reader. Click to read Joanne Walen on Substack. Launched a year ago." That is how Joanne Walen introduces itself. As far as answer engines are concerned it may as well not exist yet: 1.4 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
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
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
3
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
1
Inbound links from other sites.
Domain Trust
0
Little domain authority yet.
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 6/10, Joanne Walen has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Joanne Walen
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Source & Attribution
Scored by Engagemii on August 12, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/joannewalen-substack
Cite this score: Engagemii (2026). "AEO Score for Joanne Walen." Retrieved from https://engagemii.com/aeo/brands/joannewalen-substack
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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