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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. A Front End Engineer's Manifesto just got measured.
3/10 means A Front End Engineer's Manifesto is currently invisible to AI search. Most AI assistants will not cite your brand when asked about your category. Claiming and applying the fixes below is the fastest way to change that.
About A Front End Engineer's Manifesto
A Front End Engineer's Manifesto By @zachleat Full Version or Full Monty Web or Presentation Mode Like Tweet +1 Most importantly and above all, I will put the needs of the user first over my own needs as a developer.
Details
Industry: Technology
f2em.comAI Visibility Breakdown
1
Structured Data
2
Content Structure
4
Entity Clarity
3
E-E-A-T Signals
5
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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Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
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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/f2em
Cite this score: Engagemii (2026). "AEO Score for A Front End Engineer's Manifesto." Retrieved from https://engagemii.com/aeo/brands/f2em
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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