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Vibe Coders' Kit
AEO Score: 6/10
Monitoring for AI engine activity
In the Engagemii AEO index
#78,404 of 2,840,235 in Technology for AI visibility
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. Vibe Coders' Kit just got measured.
6/10 means Vibe Coders' Kit is somewhat visible. AI bots can read you, but you are missing the structured signals that would push citation rate above competitors.
About Vibe Coders' Kit
Back up your ~/.claude, publish your skills, agents, and MCP servers, and install anyone's stack with one command: npx vibecoderskit add @you/setup.
Key Topics
Details
Industry: Technology
vibecoderskit.aiAI Visibility Breakdown
5
Structured Data
7
Content Structure
5
Entity Clarity
3
E-E-A-T Signals
9
Technical AEO
7
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 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/vibecoderskit-ai
Cite this score: Engagemii (2026). "AEO Score for Vibe Coders' Kit." Retrieved from https://engagemii.com/aeo/brands/vibecoderskit-ai
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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