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Market Intelligence2026-03-128 min

How to Build a Data-Driven ICP Instead of Guessing Who to Sell To

Your ideal customer profile should come from data, not assumptions. Here's how to reverse-engineer your ICP from your best customers.

Most ICPs are written in a conference room based on gut feeling. The best ones are built by analyzing your top 20% of customers and finding what they have in common. Firmographics, technographics, behavioral signals, and buying triggers all matter.

The process starts with your CRM data. Pull every closed-won deal from the last 12 months and segment by LTV, time-to-close, and expansion revenue. The patterns in your best deals reveal who you should be targeting, and more importantly, who you should stop targeting.

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We'll cover how to enrich your customer data with tools like Clearbit, BuiltWith, and LinkedIn, then build scoring criteria that your sales and marketing teams can actually use.

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