This n8n workflow automates the process of gathering business information from Yelp profiles and sending personalized partnership proposals via email. It begins with a manual trigger where the user inputs the Yelp business URL. Subsequently, an AI-powered scraping agent retrieves detailed information such as business name, location, contact details, rating, reviews, and website from the specified Yelp page using the Bright Data MCP Client. The collected data is automatically parsed into a structured JSON format. Finally, the workflow sends a personalized partnership email to the business’s contact email, incorporating the scraped data, facilitating efficient outreach for collaborations or business development. This setup is particularly useful for businesses or marketers aiming to streamline their local business outreach, automate data collection, and foster professional partnerships.

Node Count	11 – 20 Nodes
Nodes Used	@n8n/n8n-nodes-langchain.agent, @n8n/n8n-nodes-langchain.lmChatOpenAi, @n8n/n8n-nodes-langchain.outputParserAutofixing, @n8n/n8n-nodes-langchain.outputParserStructured, gmail, manualTrigger, n8n-nodes-mcp.mcpClientTool, set, stickyNote