The problem
Prospect data was locked in APIs — useful to Joe, invisible to everyone else.
What Claude Code did
Claude Code turned the people-search engine into a public directory: company pages, an industry hub mapped across LinkedIn/NAICS/SIC taxonomies, and automatic enrichment backfill.
The result
A compounding SEO + AI-visibility asset that grows daily.