AI Customer Support Triage
Automatically categorize, prioritize, and route support tickets
Use AI to analyze incoming support tickets, categorize them by issue type, detect urgency and sentiment, and route to the right team member. Reduces first response time by 60% and improves customer satisfaction.
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Tools You'll Need
Step-by-Step Setup Guide
Set up a trigger in Zapier for new support tickets from Zendesk, Freshdesk, or Intercom.
Create Zap with helpdesk trigger
Zapier → Create → Trigger: Zendesk → New Ticket
Connect your account
Authorize Zapier → Select your Zendesk subdomain
Test the trigger
Create a test ticket → Verify Zapier captures subject, description, requester email
Create a dedicated "Test" view in Zendesk for testing without affecting real tickets
Use ChatGPT to analyze the ticket and extract category, urgency, sentiment, and suggested response.
Add ChatGPT action
Add step → ChatGPT → Conversation
Configure analysis prompt
Prompt: "Analyze this support ticket and return JSON: {
"category": "billing|technical|feature_request|bug|general",
"urgency": "low|medium|high|critical",
"sentiment": "positive|neutral|frustrated|angry",
"summary": "one sentence summary",
"suggested_response": "draft response"
}
Ticket subject: {{subject}}
Ticket body: {{description}}"Parse JSON response
Add Formatter step → Utilities → Import JSON → Extract each field
Add your product docs to the prompt context for more accurate suggested responses
Always have humans review AI-suggested responses before sending to customers
Apply the AI-generated tags, priority, and internal notes to the ticket.
Add Zendesk update action
Add step → Zendesk → Update Ticket
Map AI fields to ticket
Tags: {{category}}, {{sentiment}}. Priority: Map urgency (critical=urgent, high=high, etc.)Add internal note
Add internal comment with AI summary and suggested response for agent to review
Create views in Zendesk filtered by AI-assigned tags for easy triage
Assign the ticket to the right agent/team and send alerts for urgent issues.
Add routing logic
Add Paths step → Route by category: billing → finance team, technical → engineering, etc.
Assign ticket
Add Zendesk action in each path → Update Ticket → Assignee: appropriate group/agent
Add urgent alerts
Add Path for urgency=critical → Slack notification: "🚨 URGENT: {{summary}} - {{requester_email}}"Track angry customers
Add Path for sentiment=angry → Special Slack channel + Flag for manager review
Create a #escalations Slack channel for sentiment=angry tickets. Respond to these within 1 hour.