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THE BYSTANDER
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. THE BYSTANDER just got measured.
4/10 means THE BYSTANDER 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 THE BYSTANDER
Skip to content Open Menu HomeA hitchhikerâs guide to product management About Me Search Search for: Close THE BYSTANDER Casual observer of the world around us First 100 miles on my E-Bike: what I learned December 30, 2017June 5, 2018 Yilun Zhang64 Comments In the last 6 months, my wife and I traveled to Europe and Asia on 2 separate occasions.
Key Topics
Details
Category: Technology
yilunzh.comAI Visibility Breakdown
1
Structured Data
5
Content Structure
6
Entity Clarity
4
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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Source & Attribution
Scored by Engagemii on June 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/yilunzh
Cite this score: Engagemii (2026). "AEO Score for THE BYSTANDER." Retrieved from https://engagemii.com/aeo/brands/yilunzh
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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