
Ai Prospecting: What the Evidence Changes
Use AI to surface better prospecting choices while keeping inputs, overrides, and feedback visible.
2026-09-08 · Julian HartwellRead the noteResearch notes

Use AI to surface better prospecting choices while keeping inputs, overrides, and feedback visible.
2026-09-08 · Julian HartwellRead the noteTurn targeting evidence into a concise, transparent email with a controlled next step.
A data quality manager explains what lead enrichment is, when a B2B sales team should use it, and why treating it as an emergency cleanup usually turns it into an expensive redo.
Okki Go data enrichment and email automation can help B2B sales teams, but only when used correctly. This cost-aware checklist covers AI sales assistant features, sales prospecting features, and how to run the Okki Go install command without wasting budget.
Test subject lines with qualified replies and meeting quality while accounting for privacy, delivery, and measurement limitations.
Define quality through source, freshness, qualification state, ownership, reproducibility, and the precision-versus-coverage tradeoff.
A procurement manager's practical diagnosis of why sales teams blame their email finder when the real problem is ICP definition, workflow ownership, and verification. Includes an Okki Go vs Clay comparison from a total-cost-of-ownership angle.
A buyer-side view of OKKI Go outbound research, intent data dashboards, managed email deliverability, and OKKI Go privacy for RevOps teams.
Design pages, forms, evidence, consent, routing, and measurement around the next suitable conversation rather than maximum submissions.
Separate community discovery from email outreach involving Discord-related audiences before choosing tools, data, or tactics.