Jesse Myers
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Build in Public

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Building an AI NAICS Code Lookup Tool: Seven Sources, One Answer
Build in Public

Building an AI NAICS Code Lookup Tool: Seven Sources, One Answer

I built a business classification tool in an afternoon using seven free public APIs and Claude. Here's the exact architecture, every data source, and what I'd do differently.
24 Jun 2026 3 min read
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