Agent Performance Report

Agent Performance Report

From data to decisions: A deep dive into ticketing system reports


An agent performance report in a ticketing system provides a comprehensive view of how support agents manage customer tickets. It measures efficiency and quality by tracking key performance indicators (KPIs).

What KPIs do agent performance reports track? 

Response metrics

  • Outgoing: Total number of responses on tickets (not including incoming threads)
  • Responses: Total number of replies related to an incoming ticket thread
  • First response: Total number of first responses on incoming tickets
  • Reopened tickets: Total number of reopened tickets during the selected period
  • First response time (average): Average time between ticket creation and first response
  • Response time (average): Average time between a customer submitting a ticket and receiving a solution

Resolution metrics

  • FCR tickets: Total number of tickets that get closed within the first response
  • Closed tickets: Total number of closed tickets
  • Resolution time (average): Average time between resolving the customer's issue and successfully closing the ticket

SLA metrics

  • First response violation: Number of tickets whose first responses were sent after their SLA targets
  • First response success: Number of tickets whose first responses were sent within their SLA targets
  • Response violation: Number of tickets whose responses were sent after their SLA targets
  • Response success: Number of tickets whose responses were sent within their SLA targets
  • Resolution violation: Number of tickets that were resolved after their SLA targets
  • Resolution success: Number of tickets that were resolved within their SLA targets
  • First response violation time (average): How long, on average, first responses violated the SLA target by
  • Response violation time (average): How long, on average, did initial responses violate the SLA commitments by
  • Resolution violation time (average): How long, on average, resolutions violated their established deadlines or SLA commitments by (in days)
  • First response residual time (average): Average time left until the SLA target after sending a first response
  • Response residual time (average): Average time left until the SLA target after responding to a ticket
  • Resolution residual time (average): Average time left until the SLA target after resolving a ticket

Customer happiness metrics

  • OK ratings: The number of agent responses that received an ok rating
  • Bad ratings: The number of agent responses that received a bad rating
  • Good ratings: The number of agent responses that received a good rating

Report purposes

  • Track daily activities and monitor key metrics—such as ticket volumes handled, response and resolution times, and session counts—to gain insight into the daily actions of agents. 
  • Identify strengths and weaknesses that reveal which agents consistently meet service targets and which may need additional support or training. 
  • Make data-based decisions about staffing, scheduling, and process improvements.  
  • Agent performance reports help managers cut chaos and find their employees' strengths and weaknesses.

Points to remember when using an agent performance report

  • The data on the report will refresh every hour.
  • Only administrators can view the dashboard.
  • Deleted, merged, and spam tickets are included in the report.

Final thoughts

Supervisors can use the report to rank agents, recognize top performers, and tackle bottlenecks in their processes. They can filter the breakdown by high-priority tickets, different ticket types, or custom periods for deeper analysis. By regularly monitoring these metrics, organizations can improve service quality, boost team productivity, and ultimately enhance their customer experience. 

The agent performance report is a crucial tool in ticketing systems for measuring agent productivity, service quality, and adherence to support standards. It helps management optimize support operations.


Stay tuned for more articles in our Desk Reports series.


Regards,

 

Kavya Rao

The Zoho Desk Team


    Access your files securely from anywhere







                            Zoho Developer Community





                                                  Use cases

                                                  Make the most of Zoho Desk with the use cases.

                                                   
                                                    

                                                  eBooks

                                                  Download free eBooks and access a range of topics to get deeper insight on successfully using Zoho Desk.

                                                   
                                                    

                                                  Videos

                                                  Watch comprehensive videos on features and other important topics that will help you master Zoho Desk.

                                                   
                                                    

                                                  Webinar

                                                  Sign up for our webinars and learn the Zoho Desk basics, from customization to automation and more

                                                   
                                                    
                                                  • Desk Community Learning Series


                                                  • Meetups


                                                  • Ask the Experts


                                                  • Kbase


                                                  • Resources


                                                  • Glossary


                                                  • Desk Marketplace


                                                  • MVP Corner




                                                            • Sticky Posts

                                                            • Zoho Desk Partners with Microsoft's M365 Copilot for seamless customer service experiences

                                                              Hello Zoho Desk users, We are happy to announce that Zoho Desk has partnered with Microsoft's M365 to empower customer service teams with enhanced capabilities and seamless experiences for agents. Microsoft announced their partnership during their keynote
                                                            • WhatsApp pricing changes: Pay per message starting July 1, 2025

                                                              Starting July 1, 2025, WhatsApp is shifting from conversation-based pricing to per-message billing. That means every business-initiated message you send will count. Not just the first one in a 24-hour window. Pricing updates on the WhatsApp Business Platform
                                                            • Live Webinar - Work smarter with Zoho Desk and Zoho Workplace integration

                                                              Hello customers! Zoho Desk and Zoho Workplace are coming together for a webinar on 14th May, 2024. Zoho Workplace is a suite of productivity apps for email, chat, docs, calls, and more at one single place. Zoho Desk is closely integrated with a few tools
                                                            • Apple iOS 17 and iPadOS 17 updates for Zoho Desk users

                                                              Hello Zoho Desk users! Apple recently announced the release of iOS 17 and iPad OS 17. These latest OS updates will help you stay productive and efficient, through interactive and seamless user experiences. Zoho Desk has incorporated the updates to help
                                                            • Zoho Desk Cheat Sheet For The Year-End

                                                              Check out these Zoho Desk best practices to end this year on a high and have a great one ahead! #1 Set Business (Holiday) Hours - If you have limited working hours, please make sure you restrict your business hours or set them as holidays for the coming days. Let your customers know when you will, and won't, be available. #2 Update the Annual Holiday List - Check the holidays for the new year and update the holiday schedule. Usually, holidays from the current year will be carried over for the next


                                                            Manage your brands on social media



                                                                  Zoho TeamInbox Resources



                                                                      Zoho CRM Plus Resources

                                                                        Zoho Books Resources


                                                                          Zoho Subscriptions Resources

                                                                            Zoho Projects Resources


                                                                              Zoho Sprints Resources


                                                                                Qntrl Resources


                                                                                  Zoho Creator Resources



                                                                                      Zoho CRM Resources

                                                                                      • CRM Community Learning Series

                                                                                        CRM Community Learning Series


                                                                                      • Kaizen

                                                                                        Kaizen

                                                                                      • Functions

                                                                                        Functions

                                                                                      • Meetups

                                                                                        Meetups

                                                                                      • Kbase

                                                                                        Kbase

                                                                                      • Resources

                                                                                        Resources

                                                                                      • Digest

                                                                                        Digest

                                                                                      • CRM Marketplace

                                                                                        CRM Marketplace

                                                                                      • MVP Corner

                                                                                        MVP Corner







                                                                                          Design. Discuss. Deliver.

                                                                                          Create visually engaging stories with Zoho Show.

                                                                                          Get Started Now


                                                                                            Zoho Show Resources


                                                                                              Zoho Writer Writer

                                                                                              Get Started. Write Away!

                                                                                              Writer is a powerful online word processor, designed for collaborative work.

                                                                                                Zoho CRM コンテンツ








                                                                                                  Nederlandse Hulpbronnen


                                                                                                      ご検討中の方




                                                                                                            • Recent Topics

                                                                                                            • Custom report

                                                                                                              Hello Everyone I hope everything is fine. I've tried to To change the layout of the reports, especially the summary page report, and I want to divide summary of each section in the survey but I can't For example: I have a survey containing five different
                                                                                                            • Zoho Journey - ZOHO MARKETING AUTOMATION

                                                                                                              I’ve encountered an issue while working with a journey in Zoho Marketing Automation. After creating the journey, I wanted to edit the "Match Criteria" settings. Unfortunately: The criteria section appears to be locked and not editable. I’m also unable
                                                                                                            • Custom Fields in PDF outputs

                                                                                                              I created a couple of custom fields. e.g Country of Origin and HS Tariff Code. I need these to appear on a clone of a sales order PDF template but on on the standard PDF template. When I select "appear on PDFs' it appears on both but when I don't select
                                                                                                            • How to create a Service Agreement with Quarterly Estimate

                                                                                                              Hello, I'm not sure if this has been asked before so please don't get mad at me for asking. We're an NDIS provider in Australia so we need to draft a Service Agreement for our client. With the recent changes in the NDIS we're now required to also include
                                                                                                            • Change Currency symbol

                                                                                                              I would like to change the way our currency displays when printed on quotes, invoices and purchase orders. Currently, we have Australian Dollars AUD as our Home Currency. The only two symbol choices available for this currency are "AU $" or "AUD". I would
                                                                                                            • Python - code studio

                                                                                                              Hi, I see the code studio is "coming soon". We have some files that will require some more complex transformation, is this feature far off? It appears to have been released in Zoho Analytics already
                                                                                                            • Zoho Social - Post Footer Templates

                                                                                                              As a content creator I often want to include some information at the end of most posts. It would be great if there was an option to add pre-written footers, similar to the Hashtag Groups at the end of posts. For example, if there is an offer I'm running
                                                                                                            • Seriously - Create multiple contacts for leads, (With Company as lead) Zoho CRM

                                                                                                              In Zoho CRM, considering a comapny as a lead, you need us to allow addition of more than one contact. Currently the Lead Section is missing "Add contact" feature which is available in "Accounts". When you know that a particular lead can have multiple
                                                                                                            • The Social Wall: August 2025

                                                                                                              Hello everyone, As summer ends, Zoho Social is gearing up for some exciting, bigger updates lined up for the months ahead. While those are in the works, we rolled out a few handy feature updates in August to keep your social media management running smoothly.
                                                                                                            • Allow to pick color for project groups in Zoho Projects

                                                                                                              Hi Zoho Team, It would be really helpful if users could assign colors to project groups. This would make it easier to visually distinguish groups, improve navigation, and give a clearer overview when managing multiple projects. Thanks for considering
                                                                                                            • Zoho Books - Quotes to Sales Order Automation

                                                                                                              Hi Books team, In the Quote settings there is an option to convert a Quote to an Invoice upon acceptance, but there is not feature to convert a Quote to a Sales Order (see screenshot below) For users selling products through Zoho Inventory, the workflow
                                                                                                            • Can't find imported leads

                                                                                                              Hi There I have imported leads into the CRM via a .xls document, and the import is showing up as having been successful, however - when I try and locate the leads in the CRM system, I cannot find them.  1. There are no filters applied  2. They are not
                                                                                                            • Custom Button Disappearing in mobile view | Zoho CRM Canvas

                                                                                                              I'm working in Zoho CRM Canvas to create a custom view for our sales team. One of the features I'm adding is a custom button that opens the leads address in another tab. I've had no issue with this in the desktop view, but in the mobile view the button
                                                                                                            • The connected workflow is a great idea just needs Projects Integrations

                                                                                                              I just discovered the connected workflows in CRM and its a Great Idea i wish it was integrated with Zoho Projects I will explain our use case I am already trying to do something like connected workflow with zoho flow Our requirement was to Create a Task
                                                                                                            • Zoho Projects MCP Feedback

                                                                                                              I've started using the MCP connector with Zoho Projects, and the features that exist really do work quite well - I feel this is going to be a major update to the Zoho Ecosystem. In projects a major missing feature is the ability to manage, (especially
                                                                                                            • Function #10: Update item prices automatically based on the last transaction created

                                                                                                              In businesses, item prices are not always fixed and can fluctuate due to various factors. If you find yourself manually adjusting the item rates every time they change, we have the ideal time-saving solution for you. In today's post, we bring you custom
                                                                                                            • email template

                                                                                                              How do I create and save an email template
                                                                                                            • Enhancements in Portal User Group creation flow

                                                                                                              Hello everyone, Before introducing new Portal features, here are some changes to the UI of Portals page to improve the user experience. Some tabs and options have been repositioned so that users can better access the functionalities of the feature. From
                                                                                                            • Archiving Contacts

                                                                                                              How do I archive a list of contacts, or individual contacts?
                                                                                                            • How do I filter contacts by account parameters?

                                                                                                              Need to filter a contact view according to account parameter, eg account type. Without this filter users are overwhelmed with irrelevant contacts. Workaround is to create a custom 'Contact Type' field but this unbearable duplicity as the information already
                                                                                                            • Can I add Conditional merge tags on my Templates?

                                                                                                              Hi I was wondering if I can use Conditional Mail Merge tags inside my Email templates/Quotes etc within the CRM? In spanish and in our business we use gender and academic degree salutations , ie: Dr., Dra., Sr., Srta., so the beginning of an email / letter
                                                                                                            • Zoho CRM button to download images from image upload field

                                                                                                              Hello, I am trying to create a button in Zoho CRM that I can place in my record details view for each record and use it to download all images in the image upload fields. I tried deluge, client scripts and even with a widget, but feel lost, could not
                                                                                                            • Unveiling Cadences: Redefining CRM interactions with automated sequential follow-ups

                                                                                                              Last modified on 01/04/2024: Cadences is now available for all Zoho CRM users in all data centres (DCs). Note that it was previously an early access feature, available only upon request, and was also known as Cadences Studio. As of April 1, 2024, it's
                                                                                                            • email moderation issue when email is sent in the name of a mail group

                                                                                                              Symptom: an email that is sent by a mail group moderator in the name of a moderated mail group is held back for approval. Reproduction: Create a moderated mail group with members and moderators. Allow that mails can be sent in the name of the group (extended settings). Send an email to the group as a group moderator, but in the name of the group. This mail is held back for moderation which is unexpected. Expected: A mail sent by group moderator to a moderated group are not held back for moderation
                                                                                                            • blank page after login

                                                                                                              blank page after logging into my email account Thanks you
                                                                                                            • Introducing the revamped What's New page

                                                                                                              Hello everyone! We're happy to announce that Zoho Campaigns' What's New page has undergone a complete revamp. We've bid the old page adieu after a long time and have introduced a new, sleeker-looking page. Without further ado, let's dive into the main
                                                                                                            • Always display images from this sender – Is this feature available?

                                                                                                              In Zoho mail, I had my "Load external images" setting set to "Ask me", and that's fine. That's the setting I prefer. What's not fine though is I always need to tick "Display now" for each email I get, regardless if I've done that multiple times from several
                                                                                                            • Function #9: Copy attachments of Sales Order to Purchase Order on conversion

                                                                                                              This week, we have written a custom function that automatically copies the attachments uploaded for a sales order to the corresponding purchase order after you convert it. Here's how to configure it in your Zoho Books organization. Custom Function: Hit
                                                                                                            • Free webinar: Security that works: Building resilience for the AI-powered workforce

                                                                                                              Hello there, Did you know that more than 51% of organizations worldwide have experienced one or more security breaches, each costing over $1 million in losses or incident response? In today’s threat landscape, simply playing defense is no longer enough.
                                                                                                            • "Subject" or "Narration"in Customer Statement

                                                                                                              Dear Sir, While creating invoice, we are giving in "Subject" the purpose of invoice. For Example - "GST for the month of Aug 23", IT return FY 22-23", "Consultancy", Internal Audit for May 23". But this subject is not coming in Customer Statement. Only
                                                                                                            • Zoho Books Sandbox environment

                                                                                                              Hello. Is there a free sandbox environment for the developers using Zoho Books API? I am working on the Zoho Books add-on and currently not ready to buy a premium service - maybe later when my add-on will start to bring money. Right now I just need a
                                                                                                            • Apply Vendor Credit Automatically

                                                                                                              Hello!!! Is there a way where in we can apply vendor credits automatically on the FIRST OUTSTANDING BILL of the vendor?? We have lots of VENDOR CREDITS ISSUES mostly!!! Applying it manually is a pain for us. Would be great if we have a way to apply the
                                                                                                            • Cliq iOS can't see shared screen

                                                                                                              Hello, I had this morning a video call with a colleague. She is using Cliq Desktop MacOS and wanted to share her screen with me. I'm on iPad. I noticed, while she shared her screen, I could only see her video, but not the shared screen... Does Cliq iOS is able to display shared screen, or is it somewhere else to be found ? Regards
                                                                                                            • Retainer Invoice.

                                                                                                              Why ZOHO not have facilities to deduct partially advance payment from an invoice.
                                                                                                            • Apply Vendor Credits Automatically

                                                                                                              We are bulk importing Vendor credits in Zoho Books!!! Is there a way to apply vendor credits automatically to the first UNPAID bill of the Vendor?
                                                                                                            • Cant Save Gauge on Creator Page

                                                                                                              How to Save Gauge on Creator Page see movie https://vimeo.com/1116410860?share=copy#t=0
                                                                                                            • Apply Advance option not shown in report

                                                                                                              We are facing an issue in Zoho Expenses. While approving an Expense Report, the "Apply Advance" option is not appearing under the three dots (More Options). Details: Module: Expense Reports Issue: "Apply Advance" option not visible Status of Report: Awaiting
                                                                                                            • Introducing Assemblies and Kits in Zoho Inventory

                                                                                                              Hello customers, We’re excited to share a major revamp to Zoho Inventory that brings both clarity and flexibility to your inventory management experience! Presenting Assemblies and Kits We’re thrilled to introduce Assemblies and Kits, which replaces the
                                                                                                            • Auto Capitalize First Letter of Words

                                                                                                              Hi I am completely new to ZOHO and am trying to build a database. How can i make it when a address is entered into a form field like this: main st it automatically changes is to show: Main St Thank You
                                                                                                            • Follow-up emails via Workflow Automation not staying in the same thread

                                                                                                              Dear Zoho Support Team, I am currently using Workflow Automation in Zoho Campaigns to send follow-up emails. In my test case, I noticed the following behavior: All emails in the automation have the same subject line. If the follow-up email is sent within
                                                                                                            • Next Page