Templates / Automate customer support with Mintlify documentation & Zendesk AI agent

Automate customer support with Mintlify documentation & Zendesk AI agent

Ready for 3.0

by Alex Gurinovich ✓ · 1,636 views · created 2025-06-19 · Ticket Management, AI Chatbot

Ready for 3.0. This template uses no nodes that n8n 3.0 removes. No removed nodes, versions or helpers found. Static check, last run 2026-10-19.

What this workflow does

This AI workflow has 32 nodes and runs when an HTTP POST request hits its webhook URL. Along the way it connects OpenRouter Chat Model. It also calls api-dsc.mintlify.com over HTTP.

How it runs

Trigger: When an HTTP POST request hits its webhook URL.

  1. Fetch Zendesk ticket (HTTP Request): calls an HTTP API
  2. Check if human agent is assigned (Switch): routes items into 2 branches
  3. Fetch ticket conversation (HTTP Request): calls an HTTP API
  4. Parse conversation (Code): runs custom JavaScript code
  5. Count AI replies (Code): runs custom JavaScript code
  6. Check how many times the AI replied (Switch): routes items into 2 branches
  7. Flip conversation to get the last message (Code): runs custom JavaScript code
  8. Message classifier (AI Agent): runs an AI agent, with model: OpenRouter Chat Model
  9. Message router (Switch): routes items into 4 branches
  10. Billing suspected - escalate (HTTP Request): calls an HTTP API (PUT)

…plus 15 more steps. See the full node list below.

Services it uses

OpenRouter Chat Model

HTTP calls to: api-dsc.mintlify.com

Before you upgrade to n8n 3.0

Nothing in this workflow is removed in n8n 3.0, so it should import and run after the upgrade.

Nodes used (7)

From the author

This n8n workflow automates support ticket handling with AI-driven classification, response generation, and safety checks. Responses are based solely on your Mintlify documentation, ensuring accuracy, consistency, and reduced manual effort in customer…

Excerpt from Alex Gurinovich's description on n8n.io.

View the original on n8n.io → Check your own copy

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