Research notes
Practical guidance on ICP design, company identity, contact verification, data provenance, enrichment controls, and human-reviewed outreach.
Method note
An office administrator's 2024 notes on evaluating cold email platforms for a B2B sales team — what actually matters, when it's worth buying, and why data source transparency changed how I buy software.
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Discover how to select lead generation channels based on the unique buyer evidence they produce. This guide helps analysts build diverse, signal-rich lead
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Decide whether an image carries essential proof before worrying about dimensions, rendering, accessibility, or file weight.
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A practical 9-step evaluation checklist for RevOps, SDR, and outbound teams comparing intent data providers, LinkedIn prospecting tools, and OKKI Go API integration workflows.
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Most teams evaluate sales prospecting tools by feature checklists and database-size claims. Here's what actually matters — from someone who burned $14,000 learning the difference.
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Learn where automated sales prospecting should stop, which actions need approval, and how to separate reversible preparation from commitments.
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Connect lead qualification to calling through documented scope, suppression, disclosures, dispositions, and local legal review.
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Straight answers on okki-go permissions, data source transparency, LinkedIn automation scraping, B2B contact databases, and when intent data actually earns its price — from a RevOps lead who wasted $40K learning it the hard way.
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Most B2B sales teams blame their pipeline on not enough leads. After three years of managing outreach tool procurement, I can tell you the real issue runs deeper — and it's costing you more than you think.
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Rank four sales prospecting process models by recovery paths, lifecycle states, ownership, qualification, and compliance context.
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