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Matthew Tokeshi
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. Matthew Tokeshi just got measured.
4/10 means Matthew Tokeshi 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 Matthew Tokeshi
Matthew Tokeshi Home CV Publications and Other Writing Book Teaching Open Menu Close Menu Matthew Tokeshi Home CV Publications and Other Writing Book Teaching Open Menu Close Menu Home CV Publications and Other Writing Book Teaching I am an Associate Professor of Political Science at Williams College.
Details
Industry: Education
matthewtokeshi.comAI Visibility Breakdown
2
Structured Data
2
Content Structure
4
Entity Clarity
4
E-E-A-T Signals
7
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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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Source & Attribution
Scored by Engagemii on July 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/matthewtokeshi
Cite this score: Engagemii (2026). "AEO Score for Matthew Tokeshi." Retrieved from https://engagemii.com/aeo/brands/matthewtokeshi
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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