Research notes
Build an export lead generation process that tests demand, landed-cost logic, route feasibility, compliance, buyer fit, and fulfillment readiness.
2026-09-16 · Julian HartwellRead the noteA pitfall-documented breakdown of what a cold email platform actually is, why data source transparency matters more than deliverability claims, and when a B2B sales team should (and shouldn't) invest in one.
A RevOps lead’s story of rushing an okki go installation and API integration, then rebuilding email automation around clearer Sales Navigator use cases.
A complete workflow for researching, qualifying, drafting, routing, and learning from cold email.
Define quality through source, freshness, qualification state, ownership, reproducibility, and the precision-versus-coverage tradeoff.
An outbound ops emergency taught me that ABM evaluation should start with email verification features, intent freshness, and a human-in-the-loop okki-go workflow—not contact volume.
A quality inspector's perspective on low cold email response rates. Learn why data quality matters more than copy, what RevOps should evaluate in an email address finder, and how okki-go's waterfall enrichment workflow improves deliverability.
Compare four B2B sales prospecting approaches by fit control, reviewability, learning value, and activation risk, with winners by use case.
Use AI for research and drafting while preserving provenance, suppression, claim review, permissions, and human send approval.
I managed the sales tech budget at a 12-person B2B company for three years. Here's the honest breakdown of what a contact database actually costs, what email validation does (and doesn't do), and why small orders from small teams deserve real answers.