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Valuable Mechanisms: The Design & Engineering Blog of Justin Ketterer
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. Valuable Mechanisms: The Design & Engineering Blog of Justin Ketterer just got measured.
5/10 means Valuable Mechanisms: The Design & Engineering Blog of Justin Ketterer 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 Valuable Mechanisms: The Design & Engineering Blog of Justin Ketterer
Skip to content Valuable Mechanisms: The Design & Engineering Blog of Justin Ketterer Home Valuable Mechanisms Theory Ethics Work Professional Development About Cool Things in the McMaster Catalog July 5, 2010 tags: hardware, McMaster, McMaster-Carr I bought and went through the entire print version of the McMaster-Carr catalog.
Key Topics
Details
Category: Technology
justinketterer.comAI Visibility Breakdown
1
Structured Data
6
Content Structure
5
Entity Clarity
5
E-E-A-T Signals
6
Technical AEO
4
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 May 21, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/justinketterer
Cite this score: Engagemii (2026). "AEO Score for Valuable Mechanisms: The Design & Engineering Blog of Justin Ketterer." Retrieved from https://engagemii.com/aeo/brands/justinketterer
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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