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Why a scraped email is never a qualified lead

Ascend Katalyst · 2026-06-28 · methodology,data-ethics

Our stance on provenance, consent and suppression.

A raw company row is a target, not a lead. We separate researched, verified, engaged and qualified — each with its own evidence bar — because blurring them is how buyers lose trust and budgets get wasted.