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AI Visibility Scorecard
MN Plastic Foundry
mnplasticfoundry.com · Nonprofits
At 0.9/10, MN Plastic Foundry is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
#628,110 of 628,605 in Nonprofits for AI visibility
0.9
/10
AEO Score
About MN Plastic Foundry
from our crawl and measurement
"A small Minnesota workshop that 3D-prints replacement parts, brackets, adapters, and one-off fixes for the community." That is how MN Plastic Foundry Neighborhood 3D printing & repair introduces itself. To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 0.6 out of 10.
The site 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
0
Clear headings and answer-style content.
Entity Clarity
3
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
0
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
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 0.9/10, MN Plastic Foundry is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for MN Plastic Foundry
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mnplasticfoundry
Cite this score: Engagemii (2026). "AEO Score for MN Plastic Foundry." Retrieved from https://engagemii.com/aeo/brands/mnplasticfoundry
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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