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AI Visibility Scorecard
AFW Foundry AFW
afwfoundry.com · Manufacturing & Industrial
Somewhat visible. AI bots can read AFW Foundry AFW, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#73,045 of 234,582 in Manufacturing & Industrial for AI visibility
5.1
/10
AEO Score
About AFW Foundry AFW
from our crawl and measurement
"Wisconsin's premier aluminum foundry since 1970. Specializing in precision sand casting, permanent mold, and die casting for automotive, aerospace, and industrial applications." That is how AFW Foundry AFW of Lannon, WI introduces itself. Its AI visibility score is 5.1 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
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
7
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
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 Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
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 5.1/10, AFW Foundry AFW has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for AFW Foundry AFW
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/afwfoundry
Cite this score: Engagemii (2026). "AEO Score for AFW Foundry AFW." Retrieved from https://engagemii.com/aeo/brands/afwfoundry
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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