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AI Engineering from Scratch
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. AI Engineering from Scratch just got measured.
4/10 means AI Engineering from Scratch 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 AI Engineering from Scratch
AI Engineering from Scratch is a free, open-source curriculum that builds every core AI algorithm by hand — 503 lessons, 20 phases, four languages. The math, the model, the tokenizer, and the agent loop. Once, by hand.
Key Topics
Details
Industry: Technology
aiengineeringfromscratch.comAI Visibility Breakdown
2
Structured Data
7
Content Structure
5
Entity Clarity
4
E-E-A-T Signals
6
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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/aiengineeringfromscratch
Cite this score: Engagemii (2026). "AEO Score for AI Engineering from Scratch." Retrieved from https://engagemii.com/aeo/brands/aiengineeringfromscratch
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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