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Ketchum Machine Company | Fabrication, Engineering, Repair
AEO Score: 4.3/10
Monitoring for AI engine activity
In the Engagemii AEO index
#1,719,805 of 3,789,611 in Technology for AI visibility
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. Two-thirds of websites are invisible to them. Ketchum Machine Company | Fabrication, Engineering, Repair just got measured.
4.3/10 means Ketchum Machine Company | Fabrication, Engineering, Repair is borderline visible. AI bots can crawl your site but your structured-data signals are thin. You are at risk of being skipped when buyers ask AI for a recommendation.
About Ketchum Machine Company | Fabrication, Engineering, Repair
CNC milling, CNC turning, grinding, manual machining, prototypes, and one-off or small-run projects. ISO 9001:2015 certified machining in Freeport, MI.
Key Topics
Details
Industry: Technology
ketchummachine.comAI Visibility Breakdown
2
Structured Data
7
Content Structure
6
Entity Clarity
4
E-E-A-T Signals
8
Technical AEO
7
AI Discoverability
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Your full 6-category score breakdown
Exact fixes: robots.txt, schema, llms.txt
AI bot crawls from ChatGPT, Claude, Perplexity, Gemini
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Source & Attribution
Scored by Engagemii on July 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ketchummachine
Cite this score: Engagemii (2026). "AEO Score for Ketchum Machine Company | Fabrication, Engineering, Repair." Retrieved from https://engagemii.com/aeo/brands/ketchummachine
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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