Analyze & target high-value customers with GPT-5.5 and Bright Data MCP
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 13 nodes and runs on a schedule (every month at 09:00). Along the way it connects OpenAI Chat Model, Gmail and Mcp (community).
How it runs
Trigger: On a schedule (every month at 09:00).
- Set customer history url (Edit Fields (Set)): sets 1 field: customer data url
- Scrape Customer Profiles & Orders (Agent) (AI Agent): runs an AI agent, with model: AI Assistant; 1 tool (Bright Data MCP Scraper); output parser: Auto-fixing Output Parser
- Format Customer Info (Code): runs custom JavaScript code
- Get Customer Order History (Code): runs custom JavaScript code
- Is Customer High-Value? (If): checks a condition and branches into true / false
- Send Special Offer 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 Scraper).
Nodes used (11)
- 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 - OpenAI Chat Model
@n8n/n8n-nodes-langchain.lmChatOpenAi - Code
n8n-nodes-base.code - 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 analyzes customer lifetime value (CLV) metrics to optimize customer acquisition and retention strategies. It saves you time by…