Research notes
A pitfall-documenter's FAQ on Okki Go, okki go AI BDR, okki go human in the loop outreach, direct dials, email deliverability, and when a B2B sales team should use a data enrichment API.
2026-09-24 · Erin WatanabeRead the noteA pitfall-tested checklist for evaluating sales engagement platforms and cold email tools, built from roughly $140K in documented mistakes. Covers data-layer testing, cost-per-booked-meeting math, deliverability checks, and the exit criteria most teams forget to write down before signing.
Choose send timing from role, timezone, decision cycle, delivery readiness, and controlled experiments rather than generic weekday averages.
Scope projects around a decision, evidence package, adoption owner, and exit condition instead of indefinite campaign activity.
Most RevOps teams blame their contact data when outbound underperforms. But after four years reviewing 480 outbound campaigns a year, the problem is rarely the data itself. Here's what to actually ask a vendor.
An honest breakdown of Okki-Go sales intelligence, cold email platform features, and intent data — written from the perspective of someone who builds outbound stacks on tight deadlines. Includes what to test, what to ignore, and when this category isn't a fit.
Explore an evidence-led operational guide to lead generation for financial services, focusing on suitability evidence, regulatory compliance, and effective
Use verified business triggers to open a relevant question without turning public personal details into forced familiarity.
A RevOps lead's account of rebuilding a 4,200-contact list in 36 hours — and why bulk email belongs inside an agent-native prospecting workflow, not bolted onto the end of it.
A very specific story about a $14,000 mistake I made building a homegrown LinkedIn Sales Navigator + enrichment pipeline, why 'agent-native' isn't a buzzword, and the checklist I now enforce before any outbound campaign goes live.