AI Visibility Scorecard
Assemblies Unlimited
assemblies.com · Food & Beverage
Well-positioned for AI search. The breakdown below shows where Assemblies Unlimited is still leaving points on the table.
AI engines read this profile 14 times
Meta AI · Perplexity · ChatGPT · Claude
#41 of 1,393,780 in Food & Beverage for AI visibility
8
AEO Visibility
iVisible · 7.5/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
0
AI Adoption
iNone detected · 0/100
About Assemblies Unlimited
from our crawl and measurement
"Assemblies Unlimited is a turnkey contract packaging company and co-packer, offering solutions for food, powders, supplements, and liquid packaging." That is how Assemblies Unlimited of Bloomingdale, IL introduces itself. To AI engines like ChatGPT and Perplexity it is one of the more visible businesses we measure, scoring 7.5 out of 10.
Our crawl found structured data on the page (Article, WebPage, ImageObject), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 3 times in our tracking, including GPTBot (ChatGPT) and ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Strong
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
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 7.5/10, Assemblies Unlimited has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Assemblies Unlimited
Which AI engines already crawl you
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The AEO Checklist Every Small Business Owner Needs Right Now
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 August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/assemblies
Cite this score: Engagemii (2026). "AEO Score for Assemblies Unlimited." Retrieved from https://engagemii.com/aeo/brands/assemblies
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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