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The Marvellous Analytical Engine
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. The Marvellous Analytical Engine just got measured.
4/10 means The Marvellous Analytical Engine 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 The Marvellous Analytical Engine
The Marvellous Analytical Engine Andrew Hogan's blog on artificial intelligence About Andrew Hogan The Book Speaking Subscribe Contact Essays Field Notes Privacy Notice The Marvellous Analytical Engine Andrew Hogan's blog on artificial intelligence Services About Reviews Why Us Contact Andrew Hogan’s website on Artificial Intelligence (AI) I am Andrew Hogan — barrister, author and speaker.
Key Topics
Details
Category: Legal
themarvellousanalyticalengine.aiAI Visibility Breakdown
2
Structured Data
5
Content Structure
5
Entity Clarity
5
E-E-A-T Signals
5
Technical AEO
2
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 21, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/themarvellousanalyticalengine-ai
Cite this score: Engagemii (2026). "AEO Score for The Marvellous Analytical Engine." Retrieved from https://engagemii.com/aeo/brands/themarvellousanalyticalengine-ai
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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