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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. Roger's world just got measured.
4/10 means Roger's world 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 Roger's world
Roger Binns Rational Optimist & Unreasonable Person Home Blog Archive Index ¦ Archive ¦ RSS Home Page The obligatory resume / CV From the judging-a-book-by-its-cover department, see my mugshots Articles There is blog content (listing) A history of VisionFS Top for Linux (2014) I wrote the first version of top for Linux in 1991.
Key Topics
Details
Industry: Technology
rogerbinns.comAI Visibility Breakdown
1
Structured Data
8
Content Structure
5
Entity Clarity
3
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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Source & Attribution
Scored by Engagemii on July 4, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/rogerbinns
Cite this score: Engagemii (2026). "AEO Score for Roger's world." Retrieved from https://engagemii.com/aeo/brands/rogerbinns
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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