ICP Builder

Builds Ideal Customer Profiles with scoring methodology

Install

openclaw skills install @1kalin/icp-builder

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:

What do you sell? (Product/service, one sentence)
Who are your best 5-10 customers? (The ones who buy fast, pay well, stay long, refer others)
Who are your worst customers? (Churned, complained, were a bad fit)
What problem do you solve?
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	Possible	Strong signals
Accessibility	15%	No way in	Warm intro possible	Direct contact available

Total Score = Weighted sum. Prioritize 4.0+ prospects.

Step 5: Anti-ICP (Disqualifiers)

Just as important — who NOT to sell to:

Companies too small to afford it
Industries where you have no case studies
Buyers who need features you don't have
Long sales cycles that don't justify the deal size
Anyone who reminds you of your worst customer

Output Format

text

IDEAL CUSTOMER PROFILE
━━━━━━━━━━━━━━━━━━━━━
COMPANY:
• Industry: [X]
• Size: [X-Y employees / $X-Y revenue]
• Stage: [X]
• Trigger events: [X, Y, Z]

BUYER:
• Title: [X]
• Reports to: [X]
• Key pain: [X]
• Measured on: [X]

SCORING THRESHOLD: [X]+/5.0

DISQUALIFIERS:
• [X]
• [Y]

WHERE TO FIND THEM:
• [Channels, communities, events]

Rules

Base ICPs on real data (their best customers), not assumptions
Be specific. "Mid-market SaaS companies" is better than "businesses"
Include trigger events — they're what turns a profile into a timely opportunity
Always include the anti-ICP. Knowing who to avoid saves more time than knowing who to target.