Content: 00327.zip (32.50 KB)
Uploaded: 22.12.2025

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$19.09
This workflow automates the processing of incoming LinkedIn messages using AI and human-in-the-loop approval via Slack. It’s ideal for professionals who need to respond quickly and accurately to inquiries from individuals and organizations while reducing manual effort.

## Who it´s for
- PR specialists handling high volumes of inbound LinkedIn requests.
- Marketers leveraging AI to automate customer communications.
- Support teams centralizing message handling via Slack and external CRMs.
- Business assistants needing fast response capabilities with sender impact prioritization.

## What the automation does
- Receives new LinkedIn messages via Unipile webhook.
- Identifies sender type — individual or organization — and enriches profile data.
- Passes context to a LangChain agent powered by GPT-4o for response generation.
- Uses a Notion-based knowledge base to craft accurate, personalized replies.
- Sends suggested responses to Slack with “Approve” and “Archive” buttons.
- On “Approve”, sends the reply back to LinkedIn via API.
- If no profile is found, notifies in Slack with a “not found” label.

## What´s included
- Ready-to-use n8n workflow.
- Trigger and handler logic (Unipile → n8n → Slack).
- Integrations with LinkedIn (via Unipile), Slack, Notion, OpenAI, and HTTP API.
- Basic text guide for setup and adaptation.

## Requirements for setup
- n8n account (cloud or self-hosted).
- Unipile access with connected LinkedIn account.
- Slack workspace with bot and channel creation permissions.
- Notion account with a configured knowledge base.
- OpenAI API key with access to GPT-4o.

## Benefits and outcomes
- Reduces response time by up to 80% through automated drafting.
- Centralizes decision-making in Slack without platform switching.
- Enables personalization based on sender profile and interaction history.
- Scales communication capacity without team expansion.
- Improves reply quality using structured knowledge base content.
- Filters requests by sender type for effective prioritization.

## Important: template only
Important: you are purchasing a ready-made automation workflow template only. Rollout into your infrastructure, connecting specific accounts and services, 1:1 setup help, custom adjustments for non-standard stacks and any consulting support are provided as a separate paid service at an individual rate. To discuss custom work or 1:1 help, contact via в чате.
LinkedIn message processing
AI replies on LinkedIn
LinkedIn automation
Slack approval workflow
sender profile enrichment
classify sender type
Notion knowledge base
n8n automation
LangChain agent
Unipile webhook
personalized AI responses
human-in-the-loop approval
LinkedIn Slack integration
AI-driven message handling
context-aware messaging
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