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.
Data Collection
Live data preview
Business Name
Category
Location
Status
Blue Bottle Coffee
Coffee & Cafes
San Francisco, CA
Verified
TechCorp Solutions
Technology
Austin, TX
Verified
Sunshine Dental
Healthcare
Miami, FL
Processing
Peak Fitness
Health & Wellness
Denver, CO
Verified
Urban Eats
Restaurant
Seattle, WA
Verified
Showing 5 of 200M+ records
API AI Research Agent
Powerful APIs to integrate business data into your workflow
Market Queries
Natural language market query
/api/v1/ai/query
POST
Get query results
/api/v1/ai/result/{query_id}
GET
Export results
/api/v1/ai/export
POST
Example
// 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"
]
}
}