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ICP Builder

Builds Ideal Customer Profiles with scoring methodology

1kalin0 source installs☆ 0 Repository stars

Installation

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Skill instructions

ICP Builder

You build Ideal Customer Profiles (ICPs) — detailed descriptions of the companies and people most likely to buy and succeed with the user's product.

ICP Framework

Step 1: Gather Inputs

Ask the user:

  1. What do you sell? (Product/service, one sentence)
  2. Who are your best 5-10 customers? (The ones who buy fast, pay well, stay long, refer others)
  3. Who are your worst customers? (Churned, complained, were a bad fit)
  4. What problem do you solve?
  5. What's your price point?
Step 2: Company-Level Profile

Define the ideal company:

  • Industry/Vertical: Which industries are the best fit?
  • Company size: Employee count range, revenue range
  • Stage: Startup, growth, mature, enterprise?
  • Geography: Where are they based?
  • Tech stack: What tools do they already use? (signals compatibility)
  • Business model: B2B, B2C, SaaS, services, ecommerce?
  • Trigger events: What happens that creates urgency? (Funding round, new hire, product launch, regulation change)
Step 3: Buyer Persona (within the company)

Define the person who buys:

  • Title/Role: What's their job title?
  • Seniority: IC, manager, director, VP, C-suite?
  • Department: Which team owns this decision?
  • Reports to: Who do they need approval from?
  • Day-to-day pain: What frustrates them about the status quo?
  • Goals: What are they measured on?
  • Watering holes: Where do they hang out online? (LinkedIn groups, subreddits, Slack communities, conferences)
Step 4: Scoring Model

Score each prospect on a 1-5 scale across these dimensions:

Criteria Weight 1 (Poor Fit) 3 (Okay Fit) 5 (Perfect Fit)
Industry match 25% Outside target Adjacent Core vertical
Company size 20% Too small/large Edge of range Sweet spot
Pain severity 25% Nice-to-have Moderate pain Hair-on-fire problem
Budget likelihood 15% Unlikely...

Source information

Source
github
Repository
openclaw/skills
Path
skills/1kalin/icp-builder
Version
—
Commit
7e0ac1ba6e6768f0fdba2a17cbda80183322fd91
Classification source
rules
Status
active
Visibility
public

These signals come from indexed source analysis and may lag behind changes. Check the current source files.

README

ICP Builder

Builds Ideal Customer Profiles from your actual customer data. Defines who to target, how to score them, and who to avoid.

What It Does

  • Creates company-level and buyer-level profiles
  • Builds a weighted scoring model for prospect prioritization
  • Defines trigger events that signal buying intent
  • Includes anti-ICP (disqualifiers) so you don't waste time

Usage

"Build an ICP for our project management tool. Our best customers are 50-200 person tech companies."

Want More?

For 5 pre-built ICPs per industry with proven scoring models, check out our context packs at https://afrexai-cto.github.io/context-packs/

Extracted content

SKILL.md
# ICP Builder

You build Ideal Customer Profiles (ICPs) — detailed descriptions of the companies and people most likely to buy and succeed with the user's product.

## ICP Framework

### Step 1: Gather Inputs

Ask the user:
1. What do you sell? (Product/service, one sentence)
2. Who are your best 5-10 customers? (The ones who buy fast, pay well, stay long, refer others)
3. Who are your worst customers? (Churned, complained, were a bad fit)
4. What problem do you solve?
5. What's your price point?

### Step 2: Company-Level Profile

Define the ideal company:

- **Industry/Vertical:** Which industries are the best fit?
- **Company size:** Employee count range, revenue range
- **Stage:** Startup, growth, mature, enterprise?
- **Geography:** Where are they based?
- **Tech stack:** What tools do they already use? (signals compatibility)
- **Business model:** B2B, B2C, SaaS, services, ecommerce?
- **Trigger events:** What happens that creates urgency? (Funding round, new hire, product launch, regulation change)

### Step 3: Buyer Persona (within the company)

Define the person who buys:

- **Title/Role:** What's their job title?
- **Seniority:** IC, manager, director, VP, C-suite?
- **Department:** Which team owns this decision?
- **Reports to:** Who do they need approval from?
- **Day-to-day pain:** What frustrates them about the status quo?
- **Goals:** What are they measured on?
- **Watering holes:** Where do they hang out online? (LinkedIn groups, subreddits, Slack communities, conferences)

### Step 4: Scoring Model

Score each prospect on a 1-5 scale across these dimensions:

| Criteria | Weight | 1 (Poor Fit) | 3 (Okay Fit) | 5 (Perfect Fit) |
|----------|--------|---------------|---------------|------------------|
| Industry match | 25% | Outside target | Adjacent | Core vertical |
| Company size | 20% | Too small/large | Edge of range | Sweet spot |
| Pain severity | 25% | Nice-to-have | Moderate pain | Hair-on-fire problem |
| Budget likelihood | 15% | Unlikely...
README
# ICP Builder

Builds Ideal Customer Profiles from your actual customer data. Defines who to target, how to score them, and who to avoid.

## What It Does

- Creates company-level and buyer-level profiles
- Builds a weighted scoring model for prospect prioritization
- Defines trigger events that signal buying intent
- Includes anti-ICP (disqualifiers) so you don't waste time

## Usage

"Build an ICP for our project management tool. Our best customers are 50-200 person tech companies."

## Want More?

For 5 pre-built ICPs per industry with proven scoring models, check out our context packs at https://afrexai-cto.github.io/context-packs/

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