AutomationMart
Home/Browse/Automate customer support with Mintlify documentation & Zendesk AI agent
n8n

Automate customer support with Mintlify documentation & Zendesk AI agent

n8nn8n32 modulesv1.0
Zendesk

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 support. ✅ Trigger: New Ticket Received The workflow is triggered whenever a new support ticket is created. 🔍 Check for Assignee If the ticket is already assigned to a human agent, the bot does nothing and exits. If the ticket is unassigned, the bo

At a glance

Automate customer support with Mintlify documentation & Zendesk AI agent is a ready-made n8n workflow you import as a workflow JSON file — no build required. It connects Zendesk. It's free to download. Follow the 5-step import below to go live in minutes.

Platform
n8n
Connects
Zendesk
Modules
32
Price
Free
Version
v1.0
Automate customer support with Mintlify documentation & Zendesk AI agent workflow diagram

About this workflow

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 support. ✅ Trigger: New Ticket Received The workflow is triggered whenever a new support ticket is created. 🔍 Check for Assignee If the ticket is already assigned to a human agent, the bot does nothing and exits. If the ticket is unassigned, the bot continues processing. 🔢 Bot Response Count Check The workflow checks how many times the bot has already responded to this ticket. If the bot has replied more than 3 times, it stops and waits for a human to take over. This prevents endless loops and flags potentially complex cases for review. 🧠 AI-Based Ticket Categorization An AI model analyzes the ticket content and classifies it into one of the following categories: 1. 🧾 Billing → Sends a predefined billing-related message. 2. 📢 Advertising → Automatically deletes the ticket. 3. 🚨 Fraud → Sends a predefined fraud-related message. 4. ❓ Other → Proceeds to generate a dynamic response. 🤖 Mintlify Integration For tickets categorized as "Other", the customer’s question is sent to the Mintlify API, which returns a documentation-based answer. ✍️ AI Response Formatter The raw response from Mintlify is passed to an AI model that: Summarizes and rewrites the answer in a clear, friendly tone Limits the response to 120 words Adds conversational elements like “Hi,” “Thanks,” and a proper closing 🛡️ AI Confidence Filter A second AI model reviews the formatted response to ensure it sounds confident and accurate. It looks for uncertainty phrases like: - “I’m not sure” - “I don’t have enough information” - “It depends…” If the response is flagged as uncertain, the workflow stops and waits for a human agent to respond. 📤 Send Response & Update Ticket If the response passes the confidence check: The reply is sent to the customer The ticket status is updated to “Pending”

n8n

How to import this n8n workflow

  1. 1

    Download the workflow JSON file after purchase.

  2. 2

    Open n8n → click the menu → Import from File.

  3. 3

    Select the downloaded JSON and import.

  4. 4

    Set up credentials for each node that requires them.

  5. 5

    Click Execute Workflow to test, then activate.

Setup guide

Setup guide included

Purchase to unlock the full step-by-step guide

Related N8n workflows

Search Zendesk tickets for specific keywords and add them to Airtable

When new tickets are received in Zendesk, Make searches those tickets for pre-defined keywords and if the tickets contain them, it's added as records in Airtable which you can use for market research. Please copy and use this [Airtable template](https://airtable.com/shrLyBQGznIyULxQ4/tblYkNeodmaWk5XQH/viwDQwaO0agxTKFng?blocks=hide/xxx) for the scenario to work without further settings.

Free

Automate SIEM alert enrichment with MITRE ATT&CK, Qdrant & Zendesk in n8n

n8n Workflow: Automate SIEM Alert Enrichment with MITRE ATT&CK & Qdrant --- Who is this for? This workflow is ideal for: - Cybersecurity teams & SOC analysts who want to automate SIEM alert enrichment. - IT security professionals looking to integrate MITRE ATT&CK intelligence into their ticketing system. - Organizations using Zendesk for security incidents who need enhanced contextual threat data. - Anyone using n8n and Qdrant to build AI-powered security workflows. --- What problem does

Free

Create a Zendesk user from a new CloudTalk contact

This template allows you to create a Zendesk user when a new CloudTalk contact is created.

Free

Create issues on JIRA from new Zendesk tickets

This integration watches Zendesk for new tickets, automatically retrieves it and creates issues on JIRA.

Free

Create or close a ticket in Zendesk from a new event in Calendly

Every time a new Calendly event is scheduled with you, a new ticket will be instantly created in Zendesk. If the event is canceled, the ticket will be closed. A notification will be sent to a Microsoft Teams channel. You need to have a Calendly premium account to create this integration.

Free

Create tickets on Zendesk from messages received in a public Slack channel

This integration retrieves messages from a public Slack channel and creates tickets from it on Zendesk.

Free

Unify multiple triggers into a single workflow

Stop duplicating your work! This template demonstrates a powerful design pattern to handle multiple triggers (e.g., Form, Webhook, Sub-workflow) within a single, unified workflow. By using a "normalize and consolidate" technique, your core logic becomes independent of the trigger that started it, making your automations cleaner, more scalable, and far easier to maintain. Who is this for? n8n developers & architects: Build robust, enterprise-grade workflows that are easy to maintain. Automatio

Free

Automatic email unsubscribe handler: Outlook to BigQuery integration

Email Unsubscribe Handler for Outlook Description This n8n workflow automatically scans recent email replies from your Outlook inbox and identifies unsubscribe requests. If a contact replies with any variation of "unsubscribe" within the past 7 days, the system performs two key actions: Saves the contact’s email address in a BigQuery unsubscribes table (for compliance and tracking). Deletes that contact from the active leads table in BigQuery (to stop future outreach). This flow can be triggere

Free

Reviews

No reviews yet

Be the first to buy and share your experience.

Leave a review

Sign in to share your experience with this workflow.

Log in to review
Free
No ratings yet

Create a free account to purchase workflows.

  • JSON blueprint — instant download
  • Setup guide PDF included
  • 5 downloads · valid 30 days
  • Works with n8n

Need help setting this up?

Book a 3-hour live setup session with an Agility consultant.

₹2,499/ session
3 hrs · video call
  • Configure live on Google Meet / Zoom
  • Free follow-up if workflow has defects
  • Platform expert assigned to you
Book installation session
Free