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About
Pearch ai is a people sourcing API and Model Context Protocol (MCP) that powers platforms, AI agents, and end users to discover highly relevant candidates—fast. It analyzes hundreds of millions of profiles and companies, understands complex natural language queries, and delivers recruiter-level precision at scale. Built for both API and web use, Pearch speaks the language of your users—and your AI agents. Our AI search engine is backed by science and validated in blind tests by independent recruiters: arxiv.org/abs/2504.02463. Pearch handles nuanced searches that filters can’t. Millions of profiles. Minutes to insights.