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Playbooks & methods Guide 9 min read

YOUR ICP, ACROSS MATURITY STAGES

From early intuition to evidence-backed, living systems

In the AI world, ICP sits at the center of GTM execution, powering personalization, prioritization, and automation. This guide explores how ICP evolves with data maturity and GTM complexity, and how to make it operational at every stage of growth.

Guillaume Jacquet
Guillaume Jacquet CEO & co-founder · Feb 3, 2026

What you’ll find in this guide

This guide is structured around three sections, designed to move from foundations to execution:

  1. ICP fundamentals – what an ICP is made of today and why it’s inherently multidimensional
  2. ICP across maturity phases – how ICP approaches evolve with scale, data, and GTM complexity
  3. Making ICP operational – embedding ICP into execution, measurement, and feedback loops


The four ICP maturity phases

At the core of the guide is a practical framework built around four common ICP maturity phases. Each phase reflects a different operating context, data reality, and level of GTM complexity.

  • Hypothesis-driven ICP – Typical of early-stage or high-ACV motions, where ICP is shaped primarily by founder intuition, early deals, qualitative insight, and leading signals rather than validated outcomes.
  • Outcome-driven ICP – As customer volume grows, ICP becomes grounded in post-sale success patterns like retention, expansion, time-to-value, and deal quality, helping teams focus on segments that create durable value.
  • ICP as a portfolio – At scale, multiple ICPs or micro-ICPs coexist. Teams formalize feedback loops, optimize what works, and deliberately explore new segments without losing focus or consistency.
  • Adaptive ICP system – In large, complex organizations, ICP becomes an always-on system that continuously ingests signals, detects shifts, and actively coordinates GTM decisions across motions, segments, and teams.

A practical guide, not a one-size-fits-all framework

The goal isn’t to prescribe a single “best” ICP model, but to help you recognize where you are today and apply the right level of ICP sophistication for your GTM motion.

Used well, ICP becomes a shared system that aligns teams, guides execution, and evolves as your business grows.


Operationalize your ICP

Move from static ICP definitions to a living system embedded in your GTM execution

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