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.

Quote

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



InfoManaging a help desk involves complex responsibilities, such as identifying bottlenecks, minimising errors, and evaluating team performance for seamless service delivery. To do this effectively, access to comprehensive analytics and real-time insights is crucial. Zoho Desk streamlines these tasks by also providing detailed analytics and live reports through the Radar app, allowing managers to make informed decisions anytime, anywhere. Download now!
    • 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
    • Recent Topics

    • Systematic SPF alignment issues with Zoho subdomains

      Analysis Period: August 19 - September 1, 2025 PROBLEM SUMMARY Multiple Zoho services are causing systematic SPF authentication failures in DMARC reports from major email providers (Google, Microsoft, Zoho). While emails are successfully delivered due
    • Accessibility controls and multilingual captcha authorization for Help Center users ​

      Hello everyone, As part of our ongoing effort to improve user experience, we are excited about the accessibility controls and predefined accessibility personas added in the Help Center, similar to what is already available in Zoho Desk. Help Center users
    • Zoho Sign + Zoho CRM : la solution pour simplifier vos accords de vente

      La conclusion d’un contrat de vente nécessite de nombreuses étapes : préparation de documents, validations successives et collecte des signatures. Les équipes commerciales passent souvent par plusieurs cycles de collaboration et de révision, tout en assurant
    • Item/service subtotal

      Just discovered & really pleased that we can drag to re-order the line items in Sales orders & Invoices, a very nice feature which doesn't seem to be documented? It would be nice to be able to insert a subtotal as a line item to complete this great feature
    • Send email template "permission denied to access the api"

      Hello, Per the title, I'm trying to send a Zoho CRM Email template based on the advice given here: https://help.zoho.com/portal/en/community/topic/specify-an-email-template-when-sending-emails-in-custom-functions (I'd prefer to send right from Deluge
    • how to Solve Conflict Invoices in Zoho POS

      Hello Team, I am facing a repeated issue in Zoho POS while saving a sale that contains service-based items. My products are intentionally created as Service (Non-Inventory) items because I do not want to track stock for them. However, every time I try
    • Copy, Paste, Highlighted text

      when i copy paste text it gets highlighted. Fix this.  WTF is with this black highlight ? Fix copy pasting. Some people pay for using this mail service. 
    • Pricing Strategies: #6 Common Mistakes while Configuring Pricing

      "Why does this month's billing feel messy again?" That was the exact line Priya muttered while staring at the spreadsheet full of edited pricing, one-off discounts and mismatched subscription details. Her business was growing, but the pricing machine
    • Publish to LinkedIn via API

      Hi, Is it possible to publish a job opening to LinkedIn (paid job slots) if creating a job opening via api / deluge function? Or is the user required to manually publish via the job boards process? Many Thanks Adrian
    • FSM - Associating and selecting Contacts based on Service Addresses

      Hi FSM team, I've come across an FSM limitation I wanted to share for improvement. I'm currently configuring FSM for a client who provides heating system install and maintenance services. The are often sub contracted by building management companies to
    • Do Unpublished Products in Shopify Sync to Zoho POS?

      Will an unpublished product in Shopify sync to Zoho POS? I would like to know how Zoho POS handles products that are in draft/unpublished status in Shopify.
    • Problem in Zoho POS frontend ERP.

      We are facing some difficulties in our billing and inventory processes and require your support to resolve them at the earliest. Customer Advance Payments We receive advance payments from customers for upcoming sales. Please guide us on how to record
    • Categorize Items with Item Headers

      Hello customers, Did you ever want to classify items based on specific categories to help your customers understand your invoice better? With the new Item Header feature, you can easily categorize items in your invoices and estimates and give them a common title.  Item Headers are available in the Invoices, the Recurring Invoices and the Estimates module. It can be carried forward from estimates to invoices at the time of converting the estimates.  To add an item header: Go to the Estimates, Invoices
    • Discount on the transaction level in POS

      "Is it possible to apply a discount on the total bill before tax in Zoho POS?" I want to apply a discount on the total transaction amount in Zoho POS, but the discount should be calculated before the taxes are applied. Is there an option to do this in
    • Create Tasklist with Tasklist Template using API v3

      In the old API, we could mention the parameter 'task_template_id' when creating a tasklist via API to apply a tasklist template: https://www.zoho.com/projects/help/rest-api/tasklists-api.html#create-tasklist In API v3 there does not seem to be a way to
    • Send Automated WhatsApp Messages and Leverage the Improved WhatsApp Templates

      Greetings, I hope all of you are doing well. We're excited to announce a major upgrade to Bigin's WhatsApp integration that brings more flexibility, interactivity, and automation to your customer messaging. WhatsApp message automation You can now use
    • Jobs at multiple locations

      Hi A lot of times we have same job open at multiple locations. So I would like an option where we can create a job and choose multiple locations. Currently we have to create individual jobs for each location. If we can create one job and mention multiple
    • From Zoho CRM to Paper : Design & Print Data Directly using Canvas Print View

      Hello Everyone, We are excited to announce a new addition to your Canvas in Zoho CRM - Print View. Canvas print view helps you transform your custom CRM layouts into print-ready documents, so you can bring your digital data to the physical world with
    • Tag Adding Option in Kanban Card Customization Bigin CRM Mobile App

      I would like to request an option to add and display tags on Kanban cards in the Bigin CRM mobile app. This feature would make it easier to categorize deals and quickly identify priorities while working on the go.
    • Empowered Custom Views: Cross-Module Criteria Now Supported in Zoho CRM

      Hello everyone, We’re excited to introduce cross-module criteria support in custom views! Custom views provide personalized perspectives on your data and that you can save for future use. You can share these views with all users or specific individuals
    • Associating a Candidate to a Job Listing

      Hello, I am trying to use Zoho Forms embedded on my website for candidates to apply for a job opening. I want the form then to tie directly with zoho recruit and have the candidate be automatically inputed into Recruit as well as associated with the specific
    • WhatsApp Voice Message Sending Option in Bigin CRM

      I would like to request a feature that allows users to send WhatsApp voice messages directly from Bigin CRM. This would help improve communication efficiency and make it easier for teams to respond quickly to customer inquiries.
    • CRM: hosting a single html file in Zoho and displaying it as a widget

      I have seen that CRM offers the option of uploading a web project to Zoho itself and displaying it as a widget in CRM. The instructions then talk about setting a development environment with Node and developing an application to upload to Zoho. But I
    • How to change position button transtition of Blueprint?

      Hi Everyone, Look at my screenshoot, it is possible move the reject button to the right? I couldn't find that setting in the blueprint. Thank you.
    • Multi file upload

      Hi, I just wonder if one could upload multiple files in one shot, say between one and three files, without adding multiple File Upload fields? Thanks, Alalbany
    • Sorting Descending in a lookup

      I have a case number lookup on multiple forms. I need the most recent added to appear at the top of the lookup or as the list of cases grom it's too much to scroll. Is there a way to have a look up sort descending?
    • Auto-upload Creator Files to WorkDrive

      Hi everyone, I’m working on a workflow that uploads files from Zoho Creator to specific subfolders in Zoho WorkDrive, as illustrated in the attached diagram. My Creator application form has two multi-file upload fields, and I want—on successful form submission—to
    • Asap Widget 2.0

      Where's the documentation for the new ASAP widget? https://www.zoho.com/desk/developers/asap/#introduction this one is outdated How can we dynamically navigate between different views? How can we prefill ticket forms using ASAP 2.0?
    • Can the Trigger be changed?

      I'm afraid I already know the answer, but here goes... After activating a workflow (under Campaigns > Automations), Then later choosing to Edit the workflow, Can the Workflow's Trigger be changed? Currently the entire Trigger section + options are gone
    • Marketer's Space: Proven tips to improve open rates – Part I

      Hello Marketers! Welcome back to another post in Marketer's Space! In this week's post, we'll discuss the ever-important concept of open rates. This will be a multi-part series, as we have a range of topics to cover. Open rates—which measure the percentage
    • Can't send nor receive emails on my external email accounts since this morning

      Greetings, I have two external accounts integrated into Zoho mail through POP3 + SMTP. These accounts have always worked normally since the day I've set them up. Starting 10:30 AM this morning (Western European Time) both suddenly stopped sending and
    • Creating Custom PDF Template from Form

      I am trying to create a custom PDF from form submissions. I have the standard subscription and it indicates that PDF forms are included. I cannot find anywhere to create PDF forms. I try to follow the instructions from here: https://help.zoho.com/portal/en/kb/forms/form-settings/pdf-settings/pdf-editor/articles/creating-your-own-pdf-template#Creating_your_template_from_the_scratch
    • Important Update: Facebook Metrics Deprecation & Impact on Zoho Analytics

      Dear Zoho Analytics users, Facebook has deprecated a set of metrics from the Facebook Pages Insights API, effective November 15, 2025. As a result, these changes will affect any reports and dashboards in Zoho Analytics that rely on Facebook Pages data.
    • Quick Copy Column Name

      Please add the ability to quickly copy the name of a column in a Table or Query View. When you right-click the column there should be an option to copy the name, or if you left-click the column and use the Ctrl+C keyboard shortcut it should copy the
    • Conditional Field Visibility in Bigin CRM

      I would like to request support for conditional field visibility within Bigin CRM. This feature should allow administrators to configure show/hide rules for fields based on predefined criteria (e.g., field values, picklist selections, stage changes,
    • Introducing Zoho MCP for Bigin

      Hello Biginners! We're excited to introduce Zoho MCP for Bigin, a completely new way of interacting with Bigin data using AI. With Zoho MCP, you can securely connect your Bigin account with popular AI agents like Claude, Cursor, Windsurf, and VS Code,
    • MCP > Creator connection failing with Claude

      I'm trying to get claude to access any of my Zoho Creator apps and it keeps failing. I have enabled all tools for creator and ensured in claude settings that everything is authorised. Here is what claude says : Unfortunately, the error messages I'm receiving
    • Is it possible to sync data every 5–10 minutes in Zoho Analytics (CRM or Excel imports)?

      Hello Team, I want to know if Zoho Analytics supports near real-time syncing of data from different sources. My requirements: I am importing data from Zoho CRM → Zoho Analytics I also have some datasets maintained in Excel/CSV I want both data sources
    • Feature Request: Dynamic Dimension Control for zc_LoadIn Popups

      As detailed in this community discussion, Zoho Creator's zc_LoadIn parameter is a vital tool for opening components (forms, reports, or pages) in modal dialogs via HTML snippets, Notes, or Rich Text Fields. While powerful, this feature suffers from a
    • Subforms in stateless forms

      I think the title says it all. We need to be able to add subforms to stateless forms. Currently the only workaround is to create a Form and delete each record upon submission of the form. I need to build an interface to update our inventory. Basically
    • Next Page