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AI Visibility Scorecard
Marshall Allen Project
marshallallen.substack.com · Healthcare
Somewhat visible. AI bots can read Marshall Allen Project, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#4,540 of 734,387 in Healthcare for AI visibility
6.7
/10
AEO Score
About Marshall Allen Project
from marshallallen.substack.com
100 million Americans are burdened by medical debt. But it doesn’t need to be that way. Click to read Marshall Allen Project, a Substack publication with tens of thousands of subscribers.
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
2
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
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, Marshall Allen Project has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Marshall Allen Project
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Trust Is the Product. AI Is How You Build It at Scale.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/marshallallen-substack
Cite this score: Engagemii (2026). "AEO Score for Marshall Allen Project." Retrieved from https://engagemii.com/aeo/brands/marshallallen-substack
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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