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Vivian Cohen Leisorek
AEO Score: 4/10
AI engines read this profile 1 times
Claude
#2,118,799 of 3,761,323 in Technology for AI visibility
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. Vivian Cohen Leisorek just got measured.
4/10 means Vivian Cohen Leisorek 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 Vivian Cohen Leisorek
This is the official website of Vivian Cohen-Leisorek, an award-winning writer and communications expert with over 25 years of experience in business storytelling and creative nonfiction that across countries and cultures. Here she shares her projects, writing, and expertise.
Details
Industry: Technology
viviancohenleisorek.comAI Visibility Breakdown
4
Structured Data
4
Content Structure
5
Entity Clarity
4
E-E-A-T Signals
7
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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Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
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Source & Attribution
Scored by Engagemii on July 4, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/viviancohenleisorek
Cite this score: Engagemii (2026). "AEO Score for Vivian Cohen Leisorek." Retrieved from https://engagemii.com/aeo/brands/viviancohenleisorek
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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