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AI Visibility Scorecard
Union
uniontrilogy.com · E-commerce
Borderline visible. AI bots can crawl Union, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 1 times
Meta AI
#467,758 of 553,089 in E-commerce for AI visibility
3.1
/10
AEO Score
About Union
from our crawl and measurement
"Kevin’s interest in the fantasy genre sparked in his youth when he first began to read and collect such novels." That is how Union of Ashburn, VA introduces itself. When AI engines look at it, they find little to work with. It scores 3.1 out of 10.
Our crawl found structured data on the page (WebSite, LocalBusiness). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
8
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
5
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
1
Inbound links from other sites.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
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 3.1/10, Union is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Union
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The $4.6 Trillion Problem Every E-Commerce Brand Ignores
Here's a number that should keep every e-commerce founder up at night: $4.6 trillion.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Union.
Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/uniontrilogy
Cite this score: Engagemii (2026). "AEO Score for Union." Retrieved from https://engagemii.com/aeo/brands/uniontrilogy
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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