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Doug's Compendium of Stuff
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. Doug's Compendium of Stuff just got measured.
4/10 means Doug's Compendium of Stuff 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 Doug's Compendium of Stuff
Doug Seifert: A Compendium of Stuff. Random thoughts, ramblings, code and other stuff by an experienced software engineer and architect specializing in ruby, rails and Java web and server side development.
Key Topics
Details
Industry: Technology
dseifert.netAI Visibility Breakdown
1
Structured Data
8
Content Structure
5
Entity Clarity
3
E-E-A-T Signals
6
Technical AEO
3
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 June 27, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/dseifert-net
Cite this score: Engagemii (2026). "AEO Score for Doug's Compendium of Stuff." Retrieved from https://engagemii.com/aeo/brands/dseifert-net
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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