How I automated my LinkedIn outreach with n8n + Puppeteer (11h/week saved)

LinkedIn outreach is one of those tasks that everyone knows they should do, but nobody actually wants to spend time on.

I was in the same boat. As a developer, I figured: why not automate the repetitive parts and keep the human touch where it matters?

Here's the stack I built:

n8n as the workflow engine — fully visual, self-hosted, no black boxes

Puppeteer for browser automation — handles the LinkedIn UI safely

AI (GPT-4) for message personalization — reads prospect profiles, writes contextual messages that don't sound like templates

Supabase for the database — tracks connections, conversations, follow-ups

The workflow basically does:

✅ Finds prospects by keyword and sends connection requests

✅ AI writes a personalized message based on their profile

✅ Tracks who replied and auto-follows up after 3 days

✅ Respects LinkedIn daily limits (stays way under the radar)

The key insight: don't automate the human part. Automate the clicking, typing, and remembering. The AI handles personalization, but the strategy stays human.

Result: 11+ hours freed up every week. And my response rate went up because I was actually consistent.

If you're thinking about automating your outreach — n8n + Puppeteer is a solid combo. Happy to share more details about the setup!

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