AI-qualified outbound, end to end
Two meetings from a 200-email test. Here's the build behind it.
A GTM automation engineer walks through a real outbound rebuild: scrape, two-layer dedupe, website enrichment to detect competing tooling, two-track copy, and an AI reply classifier that escalates only qualified replies to a human.
MVP booked 2 qualified meetings from 200 emails. Architecture ready to scale to 10k leads/week.
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