An ICP goes beyond basic demographics to include firmographics (company size, industry, tech stack), psychographics (pain points, buying triggers), and behavioral signals (funding events, hiring patterns). AI tools can analyze your existing customer base to identify ICP attributes and then search databases like Apollo.io for lookalike prospects at scale.