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Notes on data, leads & outreach that actually works

Short, practical posts published weekly — no fluff, no 3,000-word SEO filler.

How to Build an ICP That Actually Filters Out Bad-Fit Leads

A vague ICP produces vague leads. Here's how to define an ideal customer profile precise enough to actually filter out the wrong prospects.

5 Signs Your CRM Needs a Data Cleanup

Duplicate records, dead emails, missing titles. Here are five signs your CRM data is quietly costing you deals — and what to do about it.

Why Most B2B Email Lists Fail Within 90 Days

Contact data decays faster than most teams realize. Here's what actually causes list rot — and how to catch it before your sender reputation takes the hit.