AI-Powered Local Business Lead Generator & Google Maps Scraper
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This powerful n8n workflow leverages AI to generate highly localized Google Maps search queries, then scrapes relevant websites to extract business contact information like emails. Automate lead generation for local businesses across specific city subregions and neighborhoods, empowering your sales and marketing efforts.
About This Workflow
Unlock a new dimension of lead generation with this intelligent n8n workflow. Designed to act as your personal Google Maps search assistant, it utilizes a sophisticated LLM (like GPT-4o-mini) to dynamically craft extensive lists of hyper-local search queries. Simply provide a business type and a city, and the AI will automatically generate variations covering all relevant subregions and neighborhoods. Following this, the workflow systematically scrapes identified websites associated with these search terms, intelligently extracting email addresses. This entire process is automated, providing a streamlined solution for businesses looking to target local markets, enrich their CRM, or conduct comprehensive market research with minimal manual effort.
Key Features
- AI-Powered Query Generation: Dynamically creates highly localized Google Maps search queries (e.g., "plumbers+in+crestview") using an LLM, ensuring comprehensive regional coverage.
- Comprehensive Local Search: Targets specific business types within a city, automatically incorporating subregions and neighborhoods for detailed results.
- Automated Web Scraping: Connects to identified business websites (after an implied search results processing step) to gather detailed information.
- Email Address Extraction: Intelligently parses scraped website content to identify and extract valuable email contact information.
- Rate Limiting & Batch Processing: Includes
Waitnodes and batching for responsible and efficient scraping, minimizing the risk of IP blocking. - Configurable Limits: Easily adjust the number of processed search queries with a
Limitnode for testing or specific campaign scopes.
How To Use
- Configure Manual Trigger:
- Click the "When clicking 'Test workflow'" node.
- Provide the
CityandBusinesstype you want to search for as JSON input. Example:{"City": "Los Angeles", "Business": "Plumbers"}.
- Set up OpenAI Credentials:
- Click the "OpenAI Chat Model" node.
- Select or add your OpenAI API Key credentials. Ensure you have access to models like
gpt-4o-mini.
- Adjust LLM Prompt (Optional):
- Review the "Basic LLM Chain" node. The prompt is already designed for local query generation, but you can fine-tune it for specific regional variations or output requirements if needed.
- Manage Scraping Limits:
- Locate the "Limit" node. By default, it processes 5 items. Adjust
Max Itemsto control how many of the generated search queries will proceed to the scraping stage.
- Locate the "Limit" node. By default, it processes 5 items. Adjust
- Run the Workflow:
- Execute the workflow. It will first use AI to generate localized search queries, then (after an implied search results processing step which is not explicitly shown by a node in the provided JSON, but needed for the 'Extract URLs' node to function as intended) proceed to scrape websites and extract emails.
- Review the output of the "Edit Fields3" node to see the extracted emails, original search terms, and locations.
Apps Used
Workflow JSON
{
"id": "464b6690-2da4-4dec-86e5-e0082c0d927f",
"name": "AI-Powered Local Business Lead Generator & Google Maps Scraper",
"nodes": 8,
"category": "Marketing",
"status": "active",
"version": "1.0.0"
}Note: This is a sample preview. The full workflow JSON contains node configurations, credentials placeholders, and execution logic.
Get This Workflow
ID: 464b6690-2da4...
About the Author
Crypto_Watcher
Web3 Developer
Automated trading bots and blockchain monitoring workflows.
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