AI Lead Generation System

Core Capabilities

Intelligent Lead Discovery across Web & LinkedIn

Detailed ICP Matching with 8+ criteria

AI Confidence Scoring & Grading

Company Intelligence & Tech Stack Analysis

🚀 Quick Start

Get the system running locally in minutes.

1. Clone & Install

# Clone repository
git clone https://github.com/yourusername/lead-gen-system.git
cd lead-gen-system

# Install dependencies
pip install -r requirements.txt

2. Configure Environment

Create a .env file with your API keys:

BRIGHT_DATA_API_TOKEN=your_token_here
OPENAI_API_KEY=sk-proj-your_key_here

3. Run Application

python app.py

📖 How It Works

Define ICP: Input target criteria like Industry, Job Title, Tech Stack, and Budget.
AI Search: The system utilizes Bright Data's infrastructure to scrape and aggregate data from LinkedIn and company websites.
Analysis: OpenAI GPT-4o analyzes the gathered data against your ICP, assigning a confidence score (0-100%).
Results: View detailed lead cards with contact info, company details, and actionable AI insights.

🔧 Tech Stack

Model Composition Protocol (MCP): For standardized tool integration.
Bright Data: Enterprise-grade web scraping and data collection.
LangChain: Orchestrating the AI agent workflow.
OpenAI GPT-4o: Advanced reasoning for lead qualification.
Flask: Lightweight backend server.