# DataScraper: Building a Professional Lead Generation & Outreach Platform
Published on May 22, 2026 | Category: Python & Automation

In today's digital landscape, lead generation is the lifeblood of many businesses. However, manually finding and reaching out to potential clients can be a daunting and time-consuming task. That's why I developed **DataScraper**—a robust, full-stack lead generation tool designed to find, extract, and reach out to business leads automatically.

![DataScraper Dashboard](images/datascraper/image1.png)
*The DataScraper Dashboard: A centralized hub for managing leads and campaigns.*

## 🚀 Key Features

### 1. Multi-Mode Lead Extraction
DataScraper offers two primary modes for extracting business data:
*   **Google Maps Scraper**: 
    *   **Browser Mode**: Uses automated Chrome (Selenium) to scroll and extract business details from Maps.
    *   **API Mode**: Uses the official Google Places API for high-speed, memory-efficient extraction.

![Lead Extraction Interface](images/datascraper/image2.png)
*Flexible lead extraction modes tailored for different resource needs.*

*   **Google Search Scraper**: Extracts organic search results and integrates with SerpApi to bypass CAPTCHAs.
*   **Contact Discovery**: Automatically visits business websites to find hidden email addresses and phone numbers.

### 2. Automated Email Outreach
Once leads are gathered, DataScraper handles the outreach:

![Email Campaign Management](images/datascraper/image3.png)
*Managing automated email outreach campaigns with AI-generated templates.*

*   **Campaign Management**: Create and manage multiple outreach campaigns with custom offers.
*   **AI Template Generator**: Uses AI to generate high-converting email copy based on your business goals.
*   **Bulk Sending**: Send personalized emails to hundreds of leads using Brevo (SMTP or API).

### 3. Professional Admin Dashboard
A centralized dashboard allows you to manage users, configure API keys, and oversee lead management in a clean, interactive interface.

![Lead Management Table](images/datascraper/image4.png)
*Efficiently filter and manage extracted leads through an interactive table.*

## 🛠 Tech Stack
*   **Backend**: Python (Flask), Gunicorn
*   **Scraping**: Selenium (undetected-chromedriver), BeautifulSoup4
*   **Database**: PostgreSQL
*   **Infrastructure**: Docker
*   **Email**: Brevo

## 📦 Getting Started
Setting up DataScraper is straightforward. After cloning the repository, you can install dependencies and configure your environment variables. The project is even pre-configured for easy deployment on platforms like Render using Docker.

```bash
# Clone the Repository
git clone https://github.com/kunalkishor-git/datascraper.git
cd datascraper

# Install Dependencies
pip install -r requirements.txt

# Run the App
python app.py
```

DataScraper is a powerful tool for anyone looking to automate their lead generation process and scale their outreach efforts efficiently.