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Overview
Openclaw is your autonomous sales researcher. Ask it to find specific market opportunities in natural language, and it will rank prospects, analyze growth potential, and even draft personalized outreach for you.
Key Benefits
- Natural language market queries (e.g., "Find growing HVAC companies").
- Automated lead ranking based on custom growth metrics.
- AI-generated personalized outreach drafts for every lead.
- Visual market analytics and trend reporting.
How It Works Step-by-Step
Streamlined workflow designed for maximum efficiency, speed, and accuracy.
Describe Your Ideal Customer (ICP)
Tell Openclaw who you want to reach in natural language (e.g. "B2B SaaS companies in London").
Autonomous Research & Scoring
Openclaw analyzes company websites, news, and job openings to score buyer intent.
Hyper-Personalized Outreach Drafts
Automatically drafts individualized emails mentioning specific company achievements.
Live Data Sample
Real-time verified fields extracted directly by this tool
API AI Research Agent
Powerful APIs to integrate business data into your workflow
Market Queries
Natural language market query
/api/v1/ai/query
Get query results
/api/v1/ai/result/{query_id}
Export results
/api/v1/ai/export
// AI-powered market research
POST /api/v1/ai/query
{
"query": "Find growing HVAC companies in Texas with 10-50 employees",
"filters": {
"growth_rate": { "min": 0.15 },
"years_active": { "min": 3 },
"location": ["Texas"]
},
"output": {
"format": "ranked_list",
"include_analysis": true,
"max_results": 50
}
}
// Response
{
"query_id": "ai_qry_12345",
"status": "completed",
"results": [
{
"rank": 1,
"company": "Texas HVAC Pros",
"growth_score": 0.92,
"growth_rate": 0.28,
"employee_count": 35,
"revenue_growth": "+32% YoY",
"expansion_indicators": [
"Opened 2 new locations",
"Hiring 15+ positions",
"Recent equipment investment"
],
"contact": {
"name": "Mike Johnson",
"title": "President",
"email": "mike@texashvacpros.com"
}
}
],
"market_analysis": {
"total_market_size": 450000000,
"avg_growth_rate": 0.18,
"key_insights": [
"High demand in Austin metro",
"Labor shortage affecting 40% of companies"
]
}
}