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AI Customer Support Inbox Agent

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Triage new Gmail messages and prepare a support reply without allowing AI to send on its own. The 9-node workflow normalizes the email, returns structured classification and draft data, creates a Gmail draft only for support mail and records skipped or failed outcomes for review.

Workflow JSON included Setup steps included API requirements listed One-time purchase
AI support inbox workflow classifying Gmail messages and preparing drafts for human review
€39.95One-time purchase or included with annual, Ultimate + LTD
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Import readiness

What to verify before using this n8n template

# workflow file
✓ included — n8n workflow JSON attached to this template
# required accounts
✓ listed — see required APIs & services below
# setup instructions
✓ included — full steps below to estimate effort

Workflow JSON

The downloadable n8n workflow file is attached to this template.

Required accounts

Required APIs, credentials and services are listed on this page.

Setup effort

Setup instructions are included below so you can estimate implementation time before buying.

Workflow fit

Best when you want the same researched process to run consistently without rebuilding the node chain for every job.

Key features

  • 9 n8n nodes from incoming Gmail message to a reviewable result
  • Normalizes sender, subject, body, message ID and thread ID before AI processing
  • Asks OpenAI for structured classification, confidence, summary and reply draft
  • Creates Gmail drafts only when the message is classified as support
  • Never auto-sends an AI-written customer response
  • Separates skipped mail and draft failures into explicit outcomes

Setup instructions

1. Import the workflow JSON into n8n.

2. Add your Gmail credential to New Gmail message and Create Gmail draft. Use a test mailbox or a narrow label during setup.

3. Add your OpenAI credential to Classify and draft reply. Replace YOUR_SUPPORT_POLICY with concrete rules about refunds, delivery, privacy, account access and when no answer may be drafted.

4. Run the workflow with a support message, a newsletter and a message that requires escalation. Inspect classification, confidence, summary and draft text.

5. Confirm that support mail creates a draft in the original thread and non-support mail is skipped.

6. Check the failure outcome by temporarily using an invalid test setting, then restore it.

7. Activate the trigger only after the test label is clean. Review sender, facts, promises, tone and privacy before manually sending every draft. The workflow contains no automatic send step.

Perfect for

  • Small support teams working from Gmail
  • SaaS operators reviewing repetitive support replies
  • Agencies preparing client inbox triage
  • Businesses that require a human approval step before sending

Requirements

  • Self-hosted or cloud n8n
  • Gmail OAuth credential with permission to read mail and create drafts
  • OpenAI API credential
  • A written support policy for the products, promises and escalation rules
  • A human reviewer responsible for checking and sending every draft

Account required

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