n8n / LinkedIn Automation
n8n workflows that draft, review, and schedule LinkedIn content with human-in-the-loop checkpoints.
Architecture & workflows
How this product is built, deployed, and operated in production.
Delivery flow
End-to-end delivery flow for this project, from intake through the final handoff.
Challenge
Manual outreach content did not scale and posting cadence was inconsistent.
How we did it
Connected LLM drafting nodes in n8n with approval steps, calendar scheduling, and analytics hooks.
Outcome
Marketing could publish consistently while keeping brand review before anything went live.
Tech stack
Step-by-step
- 1
Brief
Topic + audience loaded into n8n
- 2
Draft
LLM generates post variants
- 3
Human review
Approver edits or rejects in the workflow
- 4
Schedule
Approved content queued for publish time
- 5
Report
Engagement metrics fed back to the next brief
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