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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. William Frederick Koch III just got measured.
4/10 means William Frederick Koch III 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 William Frederick Koch III
William Frederick Koch III About Curriculum Vitae Projects Publications Experience Teaching Education Interests William Frederick Koch III wfkoch at gmail dot com Bio Wil Koch received his BS in computer engineering from University of Rhode Island where he developed interests in machine learning and cyber security.
Key Topics
Details
Industry: Technology
wfk.ioAI Visibility Breakdown
1
Structured Data
6
Content Structure
5
Entity Clarity
5
E-E-A-T Signals
5
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 June 28, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/wfk-io
Cite this score: Engagemii (2026). "AEO Score for William Frederick Koch III." Retrieved from https://engagemii.com/aeo/brands/wfk-io
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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