skills/openclaw/skills/ICP Builder

ICP Builder

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 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

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.
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