Research notes
A pitfall-documenter's argument for why LinkedIn automation scraping only works when it feeds a verified, agent-native prospecting workflow—not when you treat raw scraped contacts as a finished list.
2026-09-24 · Erin WatanabeRead the noteA practical 7-step checklist for RevOps and SDR leaders evaluating okki-go — covering installation scope, permissions, lead generation capabilities, intent data, and the human-in-the-loop rules most teams skip.
Explore how lead generation and nurturing must share a single, verifiable evidence narrative to ensure relevance and prevent wasted effort. This guide prov
The best B2B data enrichment platform depends on architecture and decision use. Clay leads for multi-provider orchestration; Apollo for enrichment inside a
A quality-reviewer's comparison of generic contact data and verified business contacts for B2B outbound. Covers API email verification documentation, okki-go SPF/DKIM/DMARC guidance, decision maker search accuracy, API company data, and where the real cost actually lands.
Most procurement teams still rank sales engagement platforms on a feature checklist that stopped being the important question years ago. Here's why data source transparency and agent-native workflow fit now matter more than email tracking or LinkedIn tool features — from someone who actually signs the invoices.
Sales engagement strategy should govern the quality of interactions across systems, not merely standardize activity inside one engagement platform.
A practical method for moving from market demand to a named buying role and a timely reason to talk.
I built my first okki go prospecting workflow in 2022 and wasted roughly $4,700 in bad data, missed intent signals, and broken sync jobs. Here's what went wrong, and the exact workflow I run now.
A RevOps lead's honest account of how a misconfigured okki-go setup quietly burned $14K in bad enrichment data, and the TCO checklist he now uses before any email automation vendor renewal.