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Yumiko Murai, Ed.D.
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. Yumiko Murai, Ed.D. just got measured.
4/10 means Yumiko Murai, Ed.D. 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 Yumiko Murai, Ed.D.
Researcher | Learning Designer | Educator menu close About Projects Creative Coding Teacher Professional Development Co-designing Assessment for Computing and Making Classroom Understanding Learning in Maker Classrooms Learning Data through Play Biowearables Critical Making Workshops Creative Storytelling with Machine Learning Embedded Assessment in Maker Classrooms Teaching Contact About Hi!
Key Topics
Details
Category: Education
yumikomurai.comAI Visibility Breakdown
1
Structured Data
5
Content Structure
4
Entity Clarity
2
E-E-A-T Signals
6
Technical AEO
3
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 June 3, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/yumikomurai
Cite this score: Engagemii (2026). "AEO Score for Yumiko Murai, Ed.D.." Retrieved from https://engagemii.com/aeo/brands/yumikomurai
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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