# Lead Qualification Agent Automatically qualify, score, and grade your leads using AI-powered analysis with industry-specific criteria. ## Features - **AI-Powered Scoring**: Intelligent lead scoring from 0-100 with letter grades (A-F) - **Industry-Specific**: Tailored qualification criteria for 10+ industries - **Bulk Processing**: Process CSV/Excel files with hundreds of leads - **Actionable Insights**: Get specific reasons, recommendations, and next steps - **Demo Available**: Try it live at /demo/lead-qualification - **REST API**: Easy integration with FastAPI ## How It Works 1. Submit lead data (name, email, company, industry, budget, timeline) 2. AI analyzes all attributes using GPT-4 3. Receive qualification score, grade, and detailed recommendations 4. Export results or integrate via API ## Perfect For - B2B sales teams - Marketing automation - CRM enrichment - Lead routing systems ## Tech Stack - Python 3.11+ with FastAPI - OpenAI GPT-4o-mini for AI analysis - YAML-based configuration - CSV/Excel bulk processing - Multi-industry support ## Quick Start ```bash cd lead-qualification-agent pip install -r requirements.txt cp .env.example .env # Add your OpenAI API key python agent/main.py ``` Visit http://localhost:8080/docs for API documentation.