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Fang-Pen's coding note
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. Fang-Pen's coding note just got measured.
4/10 means Fang-Pen's coding note 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 Fang-Pen's coding note
Fang-Pen's coding note About Books Works Mar 19, 2026 No, LLM is not going to replace software engineers, here's why Today, I’d like to share my theory about why LLMs cannot replace software engineers, based on my experience and observations.
Details
Category: Technology
victorlin.meAI Visibility Breakdown
1
Structured Data
3
Content Structure
5
Entity Clarity
6
E-E-A-T Signals
6
Technical AEO
4
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 May 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/victorlin-me
Cite this score: Engagemii (2026). "AEO Score for Fang-Pen's coding note." Retrieved from https://engagemii.com/aeo/brands/victorlin-me
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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