Monitor customer churn indicators with Bright Data MCP and OpenAI
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 14 nodes and runs on a schedule (every day at 09:00). Along the way it connects OpenAI Chat Model, OpenAI, Gmail and Mcp (community).
How it runs
Trigger: On a schedule (every day at 09:00).
- Set Admin Dashboard URL (Edit Fields (Set)): sets 1 field: database
- Scrape User Data (AI Agent) (AI Agent): runs an AI agent, with model: OpenAI Chat Model; 1 tool (Bright Data MCP Client); output parser: Auto-fixing Output Parser
- Format User Login Data (Code): runs custom JavaScript code
- Convert Date to Days Since Login (OpenAI): uses OpenAI
- Convert Days to Integer (Edit Fields (Set)): sets 1 field: message.content
- Check Inactive Threshold (>=30 days) (If): checks a condition and branches into true / false
- Send Re-engagement 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 (12)
- OpenAI Chat Model
@n8n/n8n-nodes-langchain.lmChatOpenAi - Schedule Trigger
n8n-nodes-base.scheduleTrigger - Edit Fields (Set)
n8n-nodes-base.set - AI Agent
@n8n/n8n-nodes-langchain.agent - Mcp Client Tool
n8n-nodes-mcp.mcpClientTool - Code
n8n-nodes-base.code - OpenAI
@n8n/n8n-nodes-langchain.openAi - If
n8n-nodes-base.if - Gmail
n8n-nodes-base.gmail - No Operation, do nothing
n8n-nodes-base.noOp - 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 monitors customer churn indicators and early warning signals to help reduce customer attrition and improve retention rates. It…