n8n use cases

n8n is an open-source workflow automation tool, often paired with LLM nodes to build agents.

Use cases

Inbox & communicationReddit

6-class email router for a 22-person consultancy

An IMAP trigger feeds an OpenAI classifier that routes 80–120 emails a day to Slack, Pipedrive and Zendesk. It hit 94% accuracy on 500 emails and saves 11 hours a week.

  • Level Intermediate
  • Setup1–3 hrs*
  • Evidence Some evidence
n8nSource-linked
Business autopilotReddit

Invoice capture for a distributor: 4m12s down to 38s each

A shared Gmail label feeds an extractor, totals are validated to €0.01, low-confidence fields go to a human, and results push to Sage. 87% need no human touch.

  • Level Intermediate
  • Setup1–3 hrs*
  • Evidence Some evidence
n8nMakeSource-linkedNeeds verification
Business autopilotReddit

Bookkeeping firm automation: 600 hours a year, 4x clients

n8n handles document management and client chasers, letting a bookkeeping firm quadruple clients without hiring.

  • Level Intermediate
  • Setup1–3 hrs*
  • Evidence Some evidence
n8nSource-linkedNeeds verification
Sales & lead genReddit

n8n execution videos on YouTube landed a €750 client

A builder posted plain n8n workflow-run videos on a 40-subscriber channel, and a viewer hired him for €750 paid upfront.

  • Level Beginner
  • Setup~30 min*
  • Evidence Anecdotal
n8nSource-linkedBeginner-friendly
Business autopilotReddit

Hybrid n8n invoice extraction (about $2K a month in value)

Code handles predictable invoice lines, Claude handles tricky negative items, structured parsers output to Sheets, and project names are fuzzy-matched to an internal API.

  • Level Intermediate
  • Setup1–3 hrs*
  • Evidence Anecdotal
n8nClaudeSource-linked
Business autopilotReddit

Auto-invoice real estate agents after a photo shoot

A Tally booking form triggers a webhook, a switch picks the invoice template, and it fills customer and property details, sends the invoice plus a thank-you email, and saves a copy.

  • Level Beginner
  • Setup~30 min*
  • Evidence Anecdotal
n8nSource-linkedBeginner-friendly

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