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AI Visibility Scorecard
LiUNA Local 1098 V2
local1098.org · Membership Organizations
Somewhat visible. AI bots can read LiUNA Local 1098 V2, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#18,084 of 82,288 in Membership Organizations for AI visibility
5.5
/10
AEO Score
About LiUNA Local 1098 V2
from our crawl and measurement
local1098.org is a business whose own site puts it this way: "LIUNA Local 1098 represents members who work in the construction industry in Saginaw, Michigan. Local 1098 is an affiliate of LIUNA - the Laborers' International Union of North America." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.5 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Organization, WebSite, LocalBusiness) and a sitemap. It is missing an llms.txt file 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
5
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
1
Press and news coverage.
Community
0
No community discussion yet.
Social Mentions
0
No social discussion 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 5.5/10, LiUNA Local 1098 V2 has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for LiUNA Local 1098 V2
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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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/local1098-org
Cite this score: Engagemii (2026). "AEO Score for LiUNA Local 1098 V2." Retrieved from https://engagemii.com/aeo/brands/local1098-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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