LinkedIn AI auto-responder
February 2026 · from the workshop
n8n DevRel build · human-in-the-loop AI High-volume LinkedIn outreach creates a good problem: too many conversations to manage well. I built a system that drafts contextual replies to incoming LinkedIn messages while keeping a human firmly in the loop for every send.
It uses Unipile for LinkedIn API access, pulls in new messages, and runs them through an AI classifier — sales inquiry, networking, recruiter, spam — then drafts an appropriate reply from routing rules and context stored in Notion. Every draft lands in Slack for one-click human approval before anything goes back to LinkedIn.