Identify buying-intent leads on Twitter and Instagram with Slack and Notion CRM
Ready for 3.0Ready for 3.0. This template uses no nodes that n8n 3.0 removes. No removed nodes, versions or helpers found. Static check, last run 2026-10-19.
What this workflow does
This AI workflow has 13 nodes and runs when a chat message arrives (plus 1 other trigger). Along the way it connects MCP Client, Azure OpenAI Chat Model, Slack and Notion and 1 more.
How it runs
Trigger: When a chat message arrives (plus 1 other trigger).
- Discover Buying-Intent Leads from Social Platforms (AI) (AI Agent): runs an AI agent, with model: LLM Reasoning Engine for Lead Qualification; 1 tool (External Social Search & Enrichment Tool (MCP Client)); memory: Maintain Short-Term Conversation Context
- Send a message (Gmail): uses Gmail
- Generate CRM-Ready Lead Discovery Response (Chat): uses Chat
- Generate Slack & Notion Lead Insight Summary (AI) (AI Agent): runs an AI agent, with model: LLM Reasoning Engine for Insight Structuring; output parser: Enforce Structured Lead Insight Output Schema
- Send Lead Discovery Summary to Slack (Slack): uses Slack
- Store Lead Discovery Insight in Notion CRM (Notion): work with database page
Services it uses
Before you upgrade to n8n 3.0
Nothing in this workflow is removed in n8n 3.0, so it should import and run after the upgrade.
Nodes used (11)
- Chat Trigger
@n8n/n8n-nodes-langchain.chatTrigger - Simple Memory
@n8n/n8n-nodes-langchain.memoryBufferWindow - AI Agent
@n8n/n8n-nodes-langchain.agent - MCP Client Tool
@n8n/n8n-nodes-langchain.mcpClientTool - Azure OpenAI Chat Model
@n8n/n8n-nodes-langchain.lmChatAzureOpenAi - Chat
@n8n/n8n-nodes-langchain.chat - Structured Output Parser
@n8n/n8n-nodes-langchain.outputParserStructured - Slack
n8n-nodes-base.slack - Notion
n8n-nodes-base.notion - Error Trigger
n8n-nodes-base.errorTrigger - Gmail
n8n-nodes-base.gmail
From the author
📘 Description This workflow enables on-demand social lead discovery using a chat-based interface. When a user submits a lead discovery query, the workflow searches Twitter and Instagram for posts where people are actively asking for tools, recommendations,…