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Contender Machine Works
AEO Score: 4/10
Monitoring for AI engine activity
In the Engagemii AEO index
#563,454 of 985,563 in Food & Beverage 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. Contender Machine Works just got measured.
4/10 means Contender Machine Works 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 Contender Machine Works
Mach 4 Grinder
Key Topics
Details
Industry: Food & Beverage
contenderworks.comAI Visibility Breakdown
2
Structured Data
3
Content Structure
5
Entity Clarity
4
E-E-A-T Signals
6
Technical AEO
2
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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Your Ingredient Label Has a Story. Is Anyone Telling It?
Food is the most intimate purchase a person makes. You're deciding what goes into your body, what you feed your family, what aligns with your values. That decision deserves more than a label and a hope.
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Source & Attribution
Scored by Engagemii on July 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/contenderworks
Cite this score: Engagemii (2026). "AEO Score for Contender Machine Works." Retrieved from https://engagemii.com/aeo/brands/contenderworks
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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