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AI Visibility Scorecard
Foundry Supply
foundrysupply.com · E-commerce
Somewhat visible. AI bots can read Foundry Supply, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Apple Intelligence
#79,910 of 553,661 in E-commerce for AI visibility
5.7
/10
AEO Score
About Foundry Supply
from our crawl and measurement
Foundry Supply, based in Minnesota City, MN, describes itself simply: "Adolf’s Pattern Shop, Home of the Perfect Match, is a family-owned and operated small business with extensive years of experience problem solving for the metal casting industry." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.7 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Place, LocalBusiness, Organization), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
7
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
7
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
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
7
Inbound links from other sites.
Domain Trust
1
Established authority for your domain.
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 5.7/10, Foundry Supply has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Foundry Supply
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.
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Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/foundrysupply
Cite this score: Engagemii (2026). "AEO Score for Foundry Supply." Retrieved from https://engagemii.com/aeo/brands/foundrysupply
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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