Research notes
A pitfall documenter's breakdown of why AI SDRs stall, how Okki-Go configuration affects AI personalization, and where agent-native prospecting workflows actually go wrong.
2026-09-18 · Erin WatanabeRead the noteDefine lead-generation stages, connect handoffs and owners, and diagnose the first place attention stops becoming qualified follow-up.
Use RFQ visibility and storefront discovery to begin qualification, then test whether an inquiry can mature into a real transaction.
Six years of running B2B outbound, five serious sending incidents, and about $48,000 in wasted budget. Here's the pipeline rule that decides whether an AI sales assistant actually pays off — and when an okkigo-style agent-native approach is worth signing.
A cost controller's breakdown of why per-seat pricing is the least important number in your outbound stack — and why waterfall enrichment, email verification, and intent data save more money than any vendor discount.
Govern definitions, acceptance, routing, dispositions, exceptions, and feedback instead of supervising disconnected channel activity.
Explore an evidence-led operational guide to lead generation for financial services, focusing on suitability evidence, regulatory compliance, and effective
A procurement manager's 8-step checklist for evaluating business email finders—covering verification accuracy, LinkedIn Sales Navigator integration, human review workflow, and true cost per deliverable email.
What Okki Go actually costs, whether it counts as a sales prospecting skill, why email validation services still matter, and when a B2B team should (and shouldn't) commit to ABM. From someone who has processed 200+ rush prospecting lists.
Learn how to find buyers for your business by defining the purchase situation, selecting channels, qualifying fit, and improving from real buyer outcomes.