openclaw/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:

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.