amogha-dalvi

defining-icp-segmentation

Use when targeting feels unfocused, CAC is too high, churn patterns suggest bad-fit customers, or the ICP lives only in the founder's head. Use when entering a new market, conversion rates are low, or sales wastes cycles on wrong-fit accounts. Use after customer research is complete and before any channel or campaign decisions.

amogha-dalvi 6 2 Updated 6mo ago

Resources

1
GitHub

Install

npx skillscat add amogha-dalvi/marketing-gtm/defining-icp-segmentation

Install via the SkillsCat registry.

About this skill

We need to produce a 2-3 sentence plain-text summary, objective, factual, no marketing language, no superlatives, no calls to action. Must be at most 60 words. No bullet points, headings, markdown. Just plain text. We need to explain what the skill does, what problem it solves, when to use it. From the description: The skill defines ICP segmentation, turning customer research into a precise tiered targeting framework, delivering tiered ICP document, negative ICP, persona profiles, etc.

SKILL.md

ICP Definition & Segmentation

Overview

ICP is the single highest-leverage decision in a $1M-5M ARR business. This skill turns customer research into a precise, tiered targeting framework that tells every downstream function exactly who to pursue, who to deprioritize, and who to reject.

When to Use

  • Targeting feels unfocused or overly broad ("we serve everyone")
  • CAC is high relative to benchmarks and LTV
  • Churn analysis reveals bad-fit customers are being acquired
  • ICP exists only as founder intuition, not documented and validated
  • Entering a new market or segment
  • Conversion rates are low despite sufficient traffic
  • Sales team lacks clear qualification criteria
  • Preparing to build positioning, GTM strategy, or content engine

Don't use when: You have a validated, data-backed ICP from the last 6 months with no market changes or new segment entry.

Quick Reference

Phase Duration Output
Data assembly Day 1 Customer Scoring Matrix
Pattern extraction Day 2 ICP Pattern Analysis
ICP framework build Day 3 Tiered ICP Document + Negative ICP
Buyer persona development Day 4 Persona Profiles per ICP Tier
Validation & operationalization Week 2 Validated ICP in CRM + Team Training

Core Deliverables

  • Tiered ICP Document -- Tier 1 (perfect fit), Tier 2 (good fit), Tier 3 (acceptable), with firmographic, technographic, and behavioral criteria per tier
  • Negative ICP -- Disqualification signals with evidence from bottom-20% customer data
  • Buyer Personas -- Role-specific profiles within each ICP tier (champion, economic buyer, technical buyer, end user, blocker)
  • Customer Scoring Matrix -- Every customer scored and tiered by health score

Common Mistakes

  • Building ICP from assumptions instead of data (skip customer research and your ICP is fiction)
  • Making ICP too broad ("10-10,000 employees" is not an ICP)
  • Ignoring negative ICP (knowing who to reject is as valuable as knowing who to pursue)
  • Confusing personas with ICP (ICP = company fit, persona = people within those companies)
  • Setting and forgetting (revisit quarterly with fresh data)
  • Optimizing for TAM size over segment dominance

Integration

Feeds into: gathering-competitive-intel, building-positioning-messaging, designing-gtm-strategy, developing-brand-strategy, planning-marketing-budget, running-content-engine, creating-sales-enablement, reducing-cac, accelerating-pipeline

Refresh: Full ICP review every 6 months. Scoring model recalibration quarterly. Pipeline audit vs. ICP monthly. Persona refresh every 6 months.

See workflow.md for detailed phase-by-phase execution, scoring frameworks, ICP document templates, persona frameworks, and integration point diagrams.