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The Minimum You Need to Know
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 Minimum You Need to Know just got measured.
4/10 means The Minimum You Need to Know 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 Minimum You Need to Know
Roland Hughes is the author of The Minimum You Need to Know book series.
Details
Industry: Technology
theminimumyouneedtoknow.comAI Visibility Breakdown
1
Structured Data
4
Content Structure
5
Entity Clarity
2
E-E-A-T Signals
7
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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Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
Tech buyers are the most research-intensive shoppers on the internet.
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Source & Attribution
Scored by Engagemii on July 3, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/theminimumyouneedtoknow
Cite this score: Engagemii (2026). "AEO Score for The Minimum You Need to Know." Retrieved from https://engagemii.com/aeo/brands/theminimumyouneedtoknow
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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