Google Maps scraper agent built with LangGraph. Extracts business information, reviews, ratings, and location data from Google Maps for data analysis and lead generation.
Finding business information can take a lot of time. Whether you need leads, want to research competitors, or need business data, you need tools that can get this information quickly. The Google Maps Scraper Agent is a powerful AI Agent that helps you get business data from Google Maps automatically. For finding companies that need your solutions, combine it with the Problem Based Lead Discovery AI Agent to identify qualified leads.
What Makes This AI Agent Special
This Google Maps Scraper Agent is built to make data collection easy. Unlike manual methods, this AI Agent gives you a complete system that gets business information quickly and efficiently.
The agent works in simple steps to get the data you need:
- Business Information Extraction: Get business details, contact info, and hours
- Review Scraping: Get customer reviews and ratings
- Location Data: Get exact location coordinates
- Bulk Scraping: Get data from many businesses at once
- Data Export: Save data in CSV, JSON, or database formats
- Rate Limiting: Built-in protection to avoid problems
Key Capabilities
The Google Maps Scraper Agent helps you get business data in many ways:
- Business Information Extraction: Get business names, addresses, phone numbers, and hours of operation
- Review Scraping: Collect customer reviews and ratings to understand what people think
- Location Data: Get exact location coordinates for mapping and analysis
- Bulk Scraping: Process many businesses at the same time to save time
- Data Export: Save your data in formats that work with other tools
- Rate Limiting: Avoid getting blocked by using safe scraping practices
How It Works
The agent works in three main steps:
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Search and Find: The agent searches Google Maps for businesses based on your criteria. It can search by location, business type, or keywords.
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Data Extraction: The system collects all the important information from each business listing. It gets contact details, reviews, ratings, and location data.
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Data Organization: The final step organizes all the data and saves it in the format you choose. You can export to CSV, JSON, or save to a database.
Getting Started
Setting up the Google Maps Scraper Agent is easy:
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Installation: Install the required tools using Python. The setup handles all the needed libraries including LangChain, LangGraph, and web scraping tools.
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Configuration: Set up your preferences and any required settings. You can configure search parameters, export formats, and scraping limits.
Advanced Options
The agent lets you customize how it works. You can set search criteria, choose what data to collect, and decide how many results you want. The agent can focus on specific locations, business types, or keywords based on your needs.
You can also choose how to save your data. Whether you need CSV files, JSON data, or database storage, the agent adapts to your workflow.
Understanding the Output
The agent collects different types of data:
Business Information:
- Business name and category
- Address and contact details
- Hours of operation
- Website and social media links
Review Data:
- Customer reviews and comments
- Star ratings and scores
- Review dates and authors
- Sentiment analysis
Location Data:
- Exact coordinates
- Address information
- Map links
- Distance calculations
How the Agent Helps
The Google Maps Scraper Agent follows simple principles to get you useful data:
The agent focuses on:
- Getting accurate data quickly
- Safe scraping practices
- Easy to use data formats
- Reliable operation
The agent provides:
- Complete business information
- Organized data exports
- Error handling for reliability
- Rate limiting for safety
Technical Details
Built with modern AI tools, the Google Maps Scraper Agent uses LangChain for core functions and LangGraph for workflow management. The system uses advanced web scraping techniques, data parsing, and error handling to work reliably.
The agent shows you what it is doing at each step. This helps you understand how data is being collected and what information is available.
Who Can Use This
Different people can use this AI Agent in different ways:
- Sales Teams: Find leads and potential customers in specific areas
- Market Researchers: Collect business data for market analysis
- Business Analysts: Get competitor information and market data
- Data Collectors: Build databases of business information
The agent helps you get business data quickly while following best practices.
Why Choose This Solution
The Google Maps Scraper Agent makes data collection easier. It combines artificial intelligence with practical data needs. The complete workflow helps you get business information quickly and efficiently.
The agent's ability to search, extract, and organize data in one system means you don't need multiple tools. Its flexible export options make it easy to use the data with other tools. The built-in safety features ensure reliable operation.
Whether you need leads, competitor data, market research, or business information, this AI Agent gives you the tools you need to get the data you want. Use it together with the Problem Based Lead Discovery AI Agent to find companies that need your solutions and enrich your lead data.
Important Notice
Please make sure you follow Google Maps Terms of Service when using this tool. Use it responsibly and respect rate limits and usage guidelines.
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