B2C Automated Lead Generation System

### Comprehensive Automated Lead Generation Platform Development Specification

#### System Core Concept
Fully Automated, Zero-Intervention Lead Generation Platform
- 24/7 Operational Capability
- Complete Autopilot Functionality
- No Manual Processing Required

#### Technical Architecture

**Technology Stack**
- Backend: Python (Flask)
- Database: SQLite
- AI Libraries:
* scikit-learn
* NLTK
- Communication:
* Twilio (SMS)
* SendGrid (Email)
- Hosting: Render.com

#### Web Scraping Data Sources
1. to be added once hired

#### Autopilot Automation Specifications
- Continuous Data Acquisition
- Automatic Data Processing
- AI-Driven Communication
- Self-Scheduling Mechanisms
- Zero Human Intervention

#### Lead Generation Modules

1. **Roof Restoration Module**
- Location: Miami Gardens
- Radius: 10-mile expansion
- Zip Codes:
* 33014, 33054, 33055, 33056
* 33167, 33168, 33169
- Criteria:
* Homes built before 2017
* Asphalt/Shingle Roofs

2. **Pressure Cleaning Module**
- Full Zip Code Coverage:
33014, 33015, 33016, 33018, 33020, 33021, 33023, 33024, 33025, 33026, 33027, 33028, 33029, 33054, 33055, 33056, 33138, 33142, 33147, 33150, 33167, 33168, 33169, 33313, 33314, 33317, 33328, 33330, 33331

#### Automated System Workflow
1. Continuous Data Acquisition
2. AI-Powered Lead Qualification
3. Automated Communication
4. Self-Scheduling
5. Lead Distribution

#### Key Autopilot Features
- Real-Time Lead Processing
- Intelligent Communication
- Automatic Appointment Booking
- No Manual Intervention
- Continuous System Operation

#### Development Requirements
- Multi-Source Web Scraping Mechanism
- AI Lead Matching
- Automated Communication System
- Interactive Calendar Integration
- Multi-Platform Data Aggregation
- Unified Data Processing

#### System Constraints
- 100% Automated Operation
- Minimal Custom Development
- Efficient Resource Utilization

#### Deliverables
1. Fully Automated Lead Generation Platform
2. Zero-Touch Operational System
3. Comprehensive Documentation
4. Deployment Support