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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. Caitie Finlayson - UMW Geography just got measured.
5/10 means Caitie Finlayson - UMW Geography 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.
I am a Professor of Geography at the University of Mary Washington in Fredericksburg, Virginia and author of the open textbooks World Regional Geography, Introduction to Human Geography, and Human Geography: A Connected Approach. I am also the co-author of the open lab manual, Quantitative Methods in Geography. My research areas include the geography of
Industry: Education
caitiefinlayson.com2
Structured Data
6
Content Structure
6
Entity Clarity
2
E-E-A-T Signals
7
Technical AEO
5
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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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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Scored by Engagemii on June 29, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/caitiefinlayson
Cite this score: Engagemii (2026). "AEO Score for Caitie Finlayson - UMW Geography." Retrieved from https://engagemii.com/aeo/brands/caitiefinlayson
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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