Automate Zendesk Ticket Sentiment Analysis with ChatGPT and Latenode

Running customer support can feel like juggling flaming torches - especially when you're trying to figure out which customers are happy and which ones are about to explode. But you don't have to read every single ticket to understand how your customers feel. 

This guide shows you how to use Latenode and ChatGPT to automatically analyze the mood of your Zendesk tickets and organize everything in a Google Sheet. It's like having a mind reader on your support team!

Can I Really Analyze All My Zendesk Tickets with ChatGPT at Once?

You sure can! But forget about copying and pasting tickets into ChatGPT's website - that would take forever. Instead, we'll use Latenode to create an automation that connects Zendesk, ChatGPT, and Google Sheets. Everything happens automatically in the background while you focus on actually helping customers.

How to Build Your Ticket Sentiment Analyzer

Here's what you'll need to get started:

• A Latenode account (your automation command center)
• Access to your Zendesk account.
• A Google Sheet where you'll store all the sentiment data.

Ready? Let's build this thing:

Step 1: Start a New Automation in Latenode

• Log in to your Latenode account.
• Create a new scenario from scratch in your dashboard. Add the Zendesk, ChatGPT, and Google Sheets integration nodes to your workflow.

Step 2: Connect Your Zendesk Account

• Open the Zendesk Integration Node called ‘New Ticket Incoming’ in the workflow.
• Follow the on-screen instructions to connect your Zendesk account (Latenode will walk you through it)
• Pick which Zendesk view you want to monitor for new tickets.

When it activates, it captures all the key information - the ticket ID, the client's email, the text of the message itself - and organizes it into a JSON structure for us. This JSON format makes it easy to move this data from one step to the next within our automated process, ensuring it flows smoothly whether it's heading for analysis by ChatGPT or being recorded directly into Google Sheets.

Step 3: Add ChatGPT to Analyze Sentiments

Open the AI GPT Router integration, which allows you to use ChatGPT. Choose from 100+ models, or stay with the default option - GPT-4.1 Nano.

Write a prompt for analysis of the new Zendesk tickets to classify sentiments however you want - maybe happy," "neutral," or "angry," or even more specific categories that make sense for your business. You can also stay with the sample instructions:

You will receive a message from a customer support ticket.

Please sort it into one of these four categories:

Happy, Frustrated, Mad, or Neutral.

Respond with just one word — exactly as listed above. Do not include any punctuation or extra text.

Here is the ticket message:

[JSON output from the Zendesk Node output]

Step 4: Save Everything to Google Sheets

• Add a "Google Sheets" node and pick "Add Single Row"
• Connect your Google account and select your spreadsheet
• Choose ‘Yes’ when asked whether the first row is a header row.
• Set up which information goes where:
  
  • Client Name
  • Client email
  • Ticket Subject
  • Text
  • Sentiment (generated by ChatGPT)
  • Date

Step 5: Test It Out and Go Live

• Create a test ticket in Zendesk and see if the sentiment shows up in your Google Sheet.
• If everything looks good, hit "Deploy" to turn on your automation.

Here's What Happens Behind the Scenes

Every time a new ticket lands in your chosen Zendesk view, your automation wakes up. ChatGPT reads the ticket and figures out the customer's mood. All the details get neatly recorded in your Google Sheet. No more guessing games about customer satisfaction - you'll have real data flowing in automatically!

Wrapping Up

This automation transforms your support team into sentiment analysis pros without any extra work. You'll save hours of manual review time and actually know which customers need immediate attention. Plus, once everything's in Google Sheets, you can create charts, set up alerts for angry customers, or spot trends that help improve your service.

Want to dive deeper into specific settings? Check out Latenode's official documentation for all the nitty-gritty details about connecting accounts and tweaking your nodes.

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