Seamless AI company research notes

Your Cost-Per-Lead Spreadsheet Is Lying to You

2026-09-11 · Julian Hartwell

A procurement manager's argument for buying outbound data by cost-per-qualified-conversation instead of cost-per-record — and why email validation belongs in the purchase decision, not the cleanup.

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