When should I NOT use this workflow?

Intermediate

Support Inbox Triage

Sort, categorize, and prioritize your support inbox automatically — so nothing falls through the cracks.

Setup difficulty: intermediate

Home Services Dental Law Firms Property Managers Ecommerce Support Teams SaaS & Tech Companies Financial Services Education Nonprofits Manufacturing Logistics & Supply Chain

Customer Service

The Problem

A busy service business's inbox is chaos. Customer questions, complaints, scheduling requests, invoicing issues, and vendor emails all land in the same place. Without triage, important messages get buried, urgent issues are missed, and response times suffer. AI can read, categorize, and route every incoming message in seconds.

Best For

Ecommerce support teamsProperty managersLaw FirmsDental officesAny business with high email volume

Workflow Steps

Connect your inbox

Connect your support email (Google Workspace, Outlook, or a help desk like Freshdesk/Zendesk) to Make.com or Zapier.

Send to AI for classification

Each new email is passed to GPT-4 with a classification prompt: categorize as Complaint / Question / Scheduling / Invoice / Other, and rate urgency 1-3.

Apply labels and route

Based on the classification, automatically apply Gmail labels or Zendesk tags, and route to the appropriate team queue or person.

Auto-draft replies for common issues

For FAQ-type messages ('What are your hours?', 'Where's my invoice?'), have AI draft a reply that a human can review and send with one click.

Escalate urgent items

Any message classified as urgent or containing keywords like 'complaint,' 'cancel,' or 'lawyer,' gets immediately flagged with a Slack notification to a manager.

Copy-Paste Templates

Use these templates as-is or customize for your business.

AI Classification Prompt

Classify the following customer email. Return JSON only.

Categories: complaint, question, scheduling, invoice, other
Urgency: 1 (low), 2 (medium), 3 (high - needs immediate attention)

High urgency indicators: legal threats, service failures, payment disputes, safety concerns.

Email subject: [SUBJECT]
Email body: [BODY]

Return: {"category": "...", "urgency": 1, "summary": "one sentence summary", "suggested_reply": "optional draft reply if this is a simple FAQ"}

Slack Escalation Message

Urgent email from [Sender] — [Subject]

Summary: [AI Summary]
Category: [Category]

Link: [Gmail/Zendesk link]

When NOT to Use This

Don't fully automate replies to support emails without human review — especially for complaints or anything involving money or legal matters. AI triage and draft replies are excellent; fully autonomous replies carry risk in these categories.