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AI Visibility Scorecard
SquirrelMail
squirrelmail.org · Technology
Somewhat visible. AI bots can read SquirrelMail, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude
#302,981 of 2,624,033 in Technology for AI visibility
5.8
/10
AEO Score
About SquirrelMail
from our crawl and measurement
SquirrelMail describes itself simply: "We encourage all SquirrelMail administrators to use a recent snapshot of either version and as always, let us know if there are any fixes, additions or changes you think SquirrelMail would." Its AI visibility score is 5.8 out of 10: the engines can find it, but they do not have much to hold on to.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
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
1
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
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
5
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
5
Press and news coverage.
Community
0
No community discussion yet.
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 5.8/10, SquirrelMail has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for SquirrelMail
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
Tech buyers are the most research-intensive shoppers on the internet.
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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/squirrelmail-org
Cite this score: Engagemii (2026). "AEO Score for SquirrelMail." Retrieved from https://engagemii.com/aeo/brands/squirrelmail-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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