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Categorical Obervations
AEO Score: 4/10
Monitoring for AI engine activity
In the Engagemii AEO index
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. Categorical Obervations just got measured.
4/10 means Categorical Obervations 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 Categorical Obervations
Categorical Obervations Matty Wacksen's blog Menu Skip to content Home About maths other Search Search for: An incursion into the unknown March 5, 2025 / Matty Wacksen / Leave a comment The sages of a different time once gathered in the wadi al-Iluum.
Key Topics
Details
Category: Technology
categoricalobservations.comAI Visibility Breakdown
1
Structured Data
5
Content Structure
6
Entity Clarity
6
E-E-A-T Signals
6
Technical AEO
2
AI Discoverability
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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 13, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/categoricalobservations
Cite this score: Engagemii (2026). "AEO Score for Categorical Obervations." Retrieved from https://engagemii.com/aeo/brands/categoricalobservations
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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