Firmographic Segmentation Must Change Commercial Treatment
Build firmographic segments only when they produce distinct, repeatable, and testable go-to-market treatment for their members.
你的外发邮件没坏。坏的是它下面那层联系人数据库。
一个踩过坑的销售运营负责人，复盘为什么一支 SDR 团队花三个月优化文案、回复率却纹丝不动——问题不在邮件里，而在 Sales Navigator 导出、联系人数据库、邮件验证服务和意向数据的衔接层。含 Google 2024 批量发件人规则、CAN-SPAM 罚款与 GDPR 合法利益依据等可核验锚点。
The Prospecting Tools I Keep Are the Ones That Admit What They Can't Do
A sales ops manager's case for choosing specialized sales tools over all-in-one platforms—covering email verification APIs, AI email writers, and why agent workflows need a human checkpoint.
Top Lead Generation Approaches Ranked by Decision Value
A conditional ranking of six B2B lead-generation approaches by the quality of evidence they create, their operating burden, and when the order should chang
New Lead Generation Needs a Learning Budget
Test a new audience or motion with explicit assumptions, limited exposure, reviewable evidence, and a decision to stop, revise, or operationalize.
Is Okki Go an AI SDR? SPF/DKIM/DMARC Guidance, ABM, and LinkedIn Connection FAQ
okki-go, okki go spf dkim dmarc guidance, is okki go an ai sdr, account-based marketing, linkedin connection, and what should revenue operations teams evaluate in lead generation: answered with lessons from a RevOps team that learned the hard way.
The AI SDR Pre-Flight Checklist: Permissions, Email Verification Docs, and Intent Data Checks Every RevOps Team Should Run
A RevOps lead shares the six pre-flight checks I run before connecting an AI SDR to our CRM, mailbox, or email campaign—including what to evaluate in API email verification documentation and how to test intent data before you scale.
Judge Prospecting Courses by Transferable Practice
Choose a course by the behavior you need to practice, the feedback you receive, and the work you can bring back to your team.
A Lead Generation Website Should Route the Right Conversation
Design pages, forms, evidence, consent, routing, and measurement around the next suitable conversation rather than maximum submissions.
Okki-Go Workflow for Founders: What RevOps Teams Should Evaluate in a Hard Bounce Rate
An Okki-Go agent workflow connects lead generation, email validation, and hard bounce rate reporting. Here's what I learned after wasting $18k on bad outbound data.