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AI Visibility Scorecard
Sahan Journal
www.sahanjournal.com · Education
Somewhat visible. AI bots can read Sahan Journal, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#20,794 of 904,067 in Education for AI visibility
6.8
/10
AEO Score
About Sahan Journal
from our crawl and measurement
Sahan Journal describes itself simply: "A nonprofit newsroom dedicated to reporting for Minnesota’s immigrants and communities of color." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.8 out of 10, readable in places, missing in others.
Under the hood there is sitemaps and entity links AI can follow and a clear heading structure and a clearly stated business identity, but the score is capped by what is missing: the technical files AI engines look for, such as llms.txt or an open robots.txt.
Off the page the picture is mixed: AI engines recognise it as a distinct business and it turns up in press coverage, but it does not come up on Reddit.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
3
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
5
Inbound links from other sites.
Domain Trust
4
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
8
Press and news coverage.
Community
6
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 6.8/10, Sahan Journal has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Sahan Journal
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Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/www-sahanjournal
Cite this score: Engagemii (2026). "AEO Score for Sahan Journal." Retrieved from https://engagemii.com/aeo/brands/www-sahanjournal
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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