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Casey Hand · Open Source Developer & AI Engineer
AEO Score: 4/10
AI engines read this profile 1 times
Claude
#2,125,917 of 3,773,867 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. Casey Hand · Open Source Developer & AI Engineer just got measured.
4/10 means Casey Hand · Open Source Developer & AI Engineer 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 Casey Hand · Open Source Developer & AI Engineer
Open source developer building MCP servers and AI tooling in TypeScript. 70+ published servers for everything from biomedical research to Git operations.
Details
Industry: Technology
caseyjhand.comAI Visibility Breakdown
2
Structured Data
4
Content Structure
5
Entity Clarity
2
E-E-A-T Signals
8
Technical AEO
5
AI Discoverability
Frequently Asked Questions
Who is Casey Hand?
Casey Hand is an open source developer who builds MCP servers and AI tooling in TypeScript. He has published 70+ MCP servers covering biomedical research, Git operations, task management, and more.
What is the Model Context Protocol (MCP)?
MCP is an open standard from Anthropic that lets AI models connect to external data and tools. An MCP server exposes specific capabilities (like searching a database or running Git commands) that any compatible AI client can use.
Do you offer software development services?
Yes. I build custom MCP servers, AI integrations, and full-stack applications. Most of my work is in TypeScript.
What technologies do you use?
Mostly TypeScript, Python, React, and Node.js. The specific stack depends on the project.
Is this your brand?
Claim free. You'll see:
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 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/caseyjhand
Cite this score: Engagemii (2026). "AEO Score for Casey Hand · Open Source Developer & AI Engineer." Retrieved from https://engagemii.com/aeo/brands/caseyjhand
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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