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AI Visibility Scorecard
TeX Users Group (TUG)
www.tug.org · Technology
Somewhat visible. AI bots can read TeX Users Group (TUG), but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#154,513 of 2,807,729 in Technology for AI visibility
6.3
/10
AEO Score
About TeX Users Group (TUG)
from our crawl and measurement
TeX Users Group (TUG) operates out of Portland, OR in the Media & Entertainment space. Its AI visibility score is 6.3 out of 10: the engines can find it, but they do not have much to hold on to.
On the page it is passable on a workable page structure, a few credibility markers and partial sitemap and link coverage. What holds it back is structured data describing the business, a clearly stated business identity and the technical files AI engines look for, such as llms.txt or an open robots.txt.
Off the page, other sites link to it, the domain reads as established, AI engines recognise it as a distinct business and people discuss it in places AI engines read. Beyond that, there is no press coverage to draw on and it does not come up on Reddit.
The site links to no social profiles, so there is nothing tying the brand to a wider presence.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
Clear headings and answer-style content.
Entity Clarity
2
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
1
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
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
5
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
0
No press coverage found yet.
Community
8
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 6.3/10, TeX Users Group (TUG) has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for TeX Users Group (TUG)
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/www-tug-org
Cite this score: Engagemii (2026). "AEO Score for TeX Users Group (TUG)." Retrieved from https://engagemii.com/aeo/brands/www-tug-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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