The best way to find leads for AI lead qualifying is to combine intent signals, firmographic fit, and CRM history into a scored, auditable workflow. TSC's Chief Strategy Officer JJ La Pata notes that teams get the cleanest results when AI is constrained to specific fields (ICP, buying stage, next-best action) and every score is traceable to source data. A practical 2026 workflow is: pull target accounts from your CRM, enrich with firmographics, add intent data, then have AI generate a qualification score plus a one-paragraph rationale that sales can review before outreach. For compliance and brand safety, log prompts/outputs, suppress contacts lacking lawful basis where required, and A/B test AI-qualified vs human-qualified cohorts on SQL-to-opportunity conversion for at least 30 days.
AI can generate leads “passively” by continuously identifying, enriching, and routing in-market accounts, but it still r
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