Support Ticket Triage API

Instantly classifies support tickets into category, priority, sentiment, and response type. Returns structured JSON, ideal for helpdesks, CRMs, and customer support automation.
Use this API from your AI agent via MCP
Works with OpenClaw, Claude Code/Desktop, Cursor, Windsurf, Cline and any MCP-compatible AI client.
Docs & setup
Create a skill by wrapping this MCP: https://mcp.zylalabs.com/mcp?apikey=YOUR_ZYLA_API_KEY

For the Long Description, paste this into the editor:


The Support Ticket Triage API automatically analyzes incoming customer support tickets and returns structured classification data in JSON format without the need for prompt engineering.

What it returns for every ticket:

  • Category: billing, technical, account, feature-request, or general (customizable)
  • Priority: low, medium, high, or urgent
  • Sentiment: positive, neutral, frustrated, or angry
  • Response Type: specific action needed (e.g. duplicate_charge_refund, password_reset, bug_report)
  • Summary: one-sentence digest of the issue

Who it's for: Teams building on top of Zendesk, Freshdesk, Intercom, or custom support systems who want to automatically route, prioritize, and respond to tickets without manual triage.

Why use this instead of calling an LLM directly: Consistent schema, reliable JSON output, no prompt maintenance, and per-call pricing that scales with your volume.

API Documentation

Endpoints


Accepts a support ticket as plain text and returns a structured JSON object containing the ticket's category, priority level, customer sentiment, recommended response type, and a one-sentence summary. Optionally accepts a custom list of categories.



                                                                            
POST https://pr134-testing.zylalabs.com/api/12394/support+ticket+triage+api/23439/triage+support+ticket
                                                                            
                                                                        

Triage Support Ticket - Endpoint Features

Object Description
ticket [Required] The raw support ticket text to analyze. Plain text, any length.
categories Optional ptional comma-separated list of custom categories. If omitted, defaults to: billing, technical, account, feature-request, general.
Test Endpoint

API EXAMPLE RESPONSE

       
                                                                                                        
                                                                                                                                                                                                                                                                                                                                        {"category":"billing","priority":"high","sentiment":"angry","response_type":"duplicate_charge_refund","summary":"Customer was charged twice and requires immediate refund."}
                                                                                                                                                                                                                    
                                                                                                    

Triage Support Ticket - CODE SNIPPETS


curl --location --request POST 'https://zylalabs.com/api/12394/support+ticket+triage+api/23439/triage+support+ticket?ticket=Required' --header 'Authorization: Bearer YOUR_API_KEY' 


    

API Access Key & Authentication

After signing up, every developer is assigned a personal API access key, a unique combination of letters and digits provided to access to our API endpoint. To authenticate with the Support Ticket Triage API simply include your bearer token in the Authorization header.
Headers
Header Description
Authorization [Required] Should be Bearer access_key. See "Your API Access Key" above when you are subscribed.

Simple Transparent Pricing

No long-term commitment. Upgrade, downgrade, or cancel anytime. Free Trial includes up to 50 requests.

🚀 Enterprise

Starts at
$ 10,000/Year


  • Custom Volume
  • Custom Rate Limit
  • Specialized Customer Support
  • Real-Time API Monitoring

Customer favorite features

  • ✔︎ Only Pay for Successful Requests
  • ✔︎ Free 7-Day Trial
  • ✔︎ Multi-Language Support
  • ✔︎ One API Key, All APIs.
  • ✔︎ Intuitive Dashboard
  • ✔︎ Comprehensive Error Handling
  • ✔︎ Developer-Friendly Docs
  • ✔︎ Postman Integration
  • ✔︎ Secure HTTPS Connections
  • ✔︎ Reliable Uptime

Support Ticket Triage API FAQs

The API returns structured JSON data that includes the category, priority, sentiment, response type, and a summary for each support ticket processed.

The key fields in the response include "category," "priority," "sentiment," "response_type," and "summary," which provide essential insights into the ticket's nature and required actions.

The response data is organized in a JSON object format, with each key representing a specific aspect of the ticket classification, making it easy to parse and utilize programmatically.

The endpoint accepts a plain text support ticket and optionally a custom list of categories to tailor the classification process according to user needs.

Typical use cases include automating ticket routing, prioritizing responses based on urgency, and enhancing customer support efficiency in platforms like Zendesk and Freshdesk.

Data accuracy is maintained through continuous model training and validation processes, ensuring that the classifications reflect real-world scenarios and customer sentiments accurately.

Users can leverage the returned data to automate ticket management workflows, prioritize urgent issues, and tailor responses based on customer sentiment and ticket category.

Users can expect consistent patterns in the response data, such as common categories like "billing" or "technical," and sentiment classifications that help in understanding customer emotions effectively.

General FAQs

Zyla API Hub is like a big store for APIs, where you can find thousands of them all in one place. We also offer dedicated support and real-time monitoring of all APIs. Once you sign up, you can pick and choose which APIs you want to use. Just remember, each API needs its own subscription. But if you subscribe to multiple ones, you'll use the same key for all of them, making things easier for you.

Prices are listed in USD (United States Dollar), EUR (Euro), CAD (Canadian Dollar), AUD (Australian Dollar), and GBP (British Pound). We accept all major debit and credit cards. Our payment system uses the latest security technology and is powered by Stripe, one of the world's most reliable payment companies. If you have any trouble paying by card, just contact us at [email protected]


Additionally, if you already have an active subscription in any of these currencies (USD, EUR, CAD, AUD, GBP), that currency will remain for subsequent subscriptions. You can change the currency at any time as long as you don't have any active subscriptions.

The local currency shown on the pricing page is based on the country of your IP address and is provided for reference only. The actual prices are in USD (United States Dollar). When you make a payment, the charge will appear on your card statement in USD, even if you see the equivalent amount in your local currency on our website. This means you cannot pay directly with your local currency.

Occasionally, a bank may decline the charge due to its fraud protection settings. We suggest reaching out to your bank initially to check if they are blocking our charges. Also, you can access the Billing Portal and change the card associated to make the payment. If these does not work and you need further assistance, please contact our team at [email protected]

Prices are determined by a recurring monthly or yearly subscription, depending on the chosen plan.

API calls are deducted from your plan based on successful requests. Each plan comes with a specific number of calls that you can make per month. Only successful calls, indicated by a Status 200 response, will be counted against your total. This ensures that failed or incomplete requests do not impact your monthly quota.

Zyla API Hub works on a recurring monthly subscription system. Your billing cycle will start the day you purchase one of the paid plans, and it will renew the same day of the next month. So be aware to cancel your subscription beforehand if you want to avoid future charges.

To upgrade your current subscription plan, simply go to the pricing page of the API and select the plan you want to upgrade to. The upgrade will be instant, allowing you to immediately enjoy the features of the new plan. Please note that any remaining calls from your previous plan will not be carried over to the new plan, so be aware of this when upgrading. You will be charged the full amount of the new plan.

To check how many API calls you have left for the current month, refer to the 'X-Zyla-API-Calls-Monthly-Remaining' field in the response header. For example, if your plan allows 1,000 requests per month and you've used 100, this field in the response header will indicate 900 remaining calls.

To see the maximum number of API requests your plan allows, check the 'X-Zyla-RateLimit-Limit' response header. For instance, if your plan includes 1,000 requests per month, this header will display 1,000.

The 'X-Zyla-RateLimit-Reset' header shows the number of seconds until your rate limit resets. This tells you when your request count will start fresh. For example, if it displays 3,600, it means 3,600 seconds are left until the limit resets.

Yes, you can cancel your plan anytime by going to your account and selecting the cancellation option on the Billing page. Please note that upgrades, downgrades, and cancellations take effect immediately. Additionally, upon cancellation, you will no longer have access to the service, even if you have remaining calls left in your quota.

You can contact us through our chat channel to receive immediate assistance. We are always online from 8 am to 5 pm (EST). If you reach us after that time, we will get back to you as soon as possible. Additionally, you can contact us via email at [email protected]

To give you the opportunity to experience our APIs without any commitment, we offer a 7-day free trial that allows you to make up to 50 API calls at no cost. This trial can be used only once, so we recommend applying it to the API that interests you the most. While most of our APIs offer a free trial, some may not. The trial concludes after 7 days or once you've made 50 requests, whichever occurs first. If you reach the 50 request limit during the trial, you will need to "Start Your Paid Plan" to continue making requests. You can find the "Start Your Paid Plan" button in your profile under Subscription -> Choose the API you are subscribed to -> Pricing tab. Alternatively, if you don't cancel your subscription before the 7th day, your free trial will end, and your plan will automatically be billed, granting you access to all the API calls specified in your plan. Please keep this in mind to avoid unwanted charges.

After 7 days, you will be charged the full amount for the plan you were subscribed to during the trial. Therefore, it's important to cancel before the trial period ends. Refund requests for forgetting to cancel on time are not accepted.

When you subscribe to an API free trial, you can make up to 50 API calls. If you wish to make additional API calls beyond this limit, the API will prompt you to perform an "Start Your Paid Plan." You can find the "Start Your Paid Plan" button in your profile under Subscription -> Choose the API you are subscribed to -> Pricing tab.

Payout Orders are processed between the 20th and the 30th of each month. If you submit your request before the 20th, your payment will be processed within this timeframe.


Related APIs