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VIVA's Pressbooks
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. VIVA's Pressbooks just got measured.
4/10 means VIVA's Pressbooks 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 VIVA's Pressbooks
Skip to content Menu HomeCollections About Help Sign In VIVA's Pressbooks Open Educational Resources for Virginia Higher Education and Beyond Explore VIVA Pressbooks OER OER on VIVA’s Pressbooks are created by VIVA Open Grant Recipients, authored by education professionals at VIVA member institutions, and/or intended for use at VIVA member institutions.
Key Topics
Details
Category: Education
viva.pressbooks.pubAI 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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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 May 27, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/viva-pressbooks-pub
Cite this score: Engagemii (2026). "AEO Score for VIVA's Pressbooks." Retrieved from https://engagemii.com/aeo/brands/viva-pressbooks-pub
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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