Scrape local business directories with Bright Data & OpenAI for lead generation
UnknownUnknown. This template uses community nodes we can't verify statically. Uses community nodes that can't be verified statically (unverified community packages are off by default in 3.0). Static check, last run 2026-10-19.
What this workflow does
This AI workflow has 9 nodes and runs manually, when you click “Execute workflow”. Along the way it connects OpenAI Chat Model, Gmail and Mcp (community).
How it runs
Trigger: Manually, when you click “Execute workflow”.
- 🔗 Set Yelp Business URL for Dr (Edit Fields (Set)): sets 1 field: URL
- 🤖 Agent: Scrape Yelp Business Info (AI Agent): runs an AI agent, with model: 💬 AI Model: Process Data; 1 tool (🌐 Bright Data MCP Client); output parser: Auto-fixing Output Parser
- 📧 Send Partnership Proposal to Business Email (Gmail): uses Gmail
Services it uses
Before you upgrade to n8n 3.0
We can't fully verify this one: it relies on 1 community package, and n8n 3.0 turns unverified community packages off by default (N8N_UNVERIFIED_PACKAGES_ENABLED=false).
- Check that n8n-nodes-mcp is verified or supports 3.0 (used in 🌐 Bright Data MCP Client).
Nodes used (8)
- Manual Trigger
n8n-nodes-base.manualTrigger - Edit Fields (Set)
n8n-nodes-base.set - AI Agent
@n8n/n8n-nodes-langchain.agent - OpenAI Chat Model
@n8n/n8n-nodes-langchain.lmChatOpenAi - Mcp Client Tool
n8n-nodes-mcp.mcpClientTool - Gmail
n8n-nodes-base.gmail - Auto-fixing Output Parser
@n8n/n8n-nodes-langchain.outputParserAutofixing - Structured Output Parser
@n8n/n8n-nodes-langchain.outputParserStructured
From the author
This workflow contains community nodes that are only compatible with the self-hosted version of n8n. This workflow automatically scrapes local business directories (Yelp, Yellow Pages, Google Maps, etc.) to build a structured database of prospects. Stop…