How to Build a Weighted ICP from Your Closed-Won Data
The full method for deriving ICP weights from your closed-won deals: which fields carry signal, how a field earns its weight, and how to handle small samples honestly.
Insights on ICP strategy, pipeline performance, and selling to the right people.
The full method for deriving ICP weights from your closed-won deals: which fields carry signal, how a field earns its weight, and how to handle small samples honestly.
I read every result on page one of Google for ideal customer profile software. Thirty definitions, and almost every one of them describes a belief rather than a measurement.
ICP analysis software turns your closed-won deals into a weighted, scoreable definition of who you actually sell to. What it does, the four kinds of tool, and how to choose.
Most B2B sales forecasts miss because they're built on rep optimism, not evidence. Here's why forecasts go wrong, and the practical fix any revenue leader can apply.
Most pipeline reviews are 45 minutes of status updates. Here's a practical framework for reviews that improve deal quality, sharpen forecasts, and actually help reps sell.
Your ICP was accurate when you wrote it. The market has moved since then. ICP drift is the silent killer of B2B pipeline quality — here's how to detect and fix it.
What HubSpot's deal scoring measures, which tiers and objects it covers, and where the AI options do and don't apply. Verified against HubSpot's own documentation.
Most pipeline reviews are status updates pretending to be strategy. Here's how to run reviews that actually improve win rates — not just track them.
Your HubSpot closed-won data contains the patterns that predict wins. Here's why native reporting can't find them — and the five questions you should be asking your pipeline.
Which signals predict your closed-won deals? A seven-step method for extracting the weighted pattern from your CRM, with a full worked example.
I've been in B2B sales for over 20 years. Nothing prepared me for finding a mobile pizza van in my lead allocation — or what it taught me about why most pipelines are quietly broken.
Telepath Pro isn't keyword matching. It's AI-driven pattern extraction built on your own win history. Here's how it turns your closed deals into a scoring engine for every open opportunity.
Your pipeline number is lying to you. Pipeline intelligence reveals which deals will actually close — by analysing the patterns in your closed-won data.
Your won deals are the most valuable data your business has ever produced. Most CRM records are incomplete — and that's destroying your pipeline analysis.
Most B2B companies define their ideal customer profile in a meeting and never revisit it. Here's why that's destroying your pipeline — and the fix.
The quota gap isn't about effort — it's targeting. New data reveals why sales reps miss quota and what the top 31% do differently.