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by Katlyn Roberts
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. by Katlyn Roberts just got measured.
5/10 means by Katlyn Roberts 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 by Katlyn Roberts
Katlyn Roberts is an American freelance writer living and wrangling existential contemplations in Barcelona, Spain. She writes about history, travel, and culture... with some snark.
Key Topics
Details
Industry: Education
katlynroberts.comAI Visibility Breakdown
2
Structured Data
6
Content Structure
6
Entity Clarity
5
E-E-A-T Signals
6
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 June 27, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/katlynroberts
Cite this score: Engagemii (2026). "AEO Score for by Katlyn Roberts." Retrieved from https://engagemii.com/aeo/brands/katlynroberts
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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