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

    • Tip #57- Accessibility Controls in Zoho Assist: Mobility- 'Insider Insights'

      Remote support should be easy to navigate for everyone. For users with mobility-related accessibility needs, long sessions and complex navigation can be challenging. Zoho Assist’s Mobility Accessibility Controls simplify interaction through keyboard-based
    • To print Multiple delivery notes in batches

      In Zoho Books, we can print a Delivery Note from an Invoice using the Print Delivery Note option, but it is non-editable and always prints all line items from the invoice. Our requirement is to deliver invoiced items in batches and print delivery notes
    • Add Bulk Section / Grid Layout Duplicate Feature in Zoho Forms Builder

      Currently in Zoho Forms, users can only duplicate individual fields. There is no option to duplicate an entire section or two-column/grid layout with all internal fields. This becomes inefficient when building structured forms such as Family Details,
    • UPLOAD A CREATED PDF AUTOMATICALLY

      Using the html header pdf+print button, I have managed to find a way to have a user create a pdf using entered form data. Using the schedule button, I can have a "file uploaded" pdf mailed to someone as an attachment. The missing piece is to be able to add the pdf, created in that html page to a file upload field automatically? Right now one has to save it to computer and then upload it in a FILE UPLOAD FIELD. Any help would appreciated !  
    • Consolidated Department-wise Payroll Cost Summary Report

      Hello Zoho Payroll Team and Community, I am writing to discuss a reporting requirement regarding department-level expense tracking within Zoho Payroll. As we scale and manage salary distribution for employees across multiple departments, such as Accounts,
    • Write-Off multiple invoices and tax calculation

      Good evening, I have many invoices which are long overdue and I do not expect them to be paid. I believe I should write them off. I did some tests and I have some questions:  - I cannot find a way to write off several invoices together. How can I do that,
    • What's new in Zoho Sheet: Simplify data entry and collaboration

      Hello, Zoho Sheet community! Last year, our team was focused on research and development so we could deliver updates that enhance your spreadsheet experience. This year, we’re excited to deliver those enhancements—but we'll be rolling them out incrementally
    • How to remove chat icon from knowledge base?

      I have set up a knowledge base to hold FAQs and documentation. It is currently standalone, and not integrated into our website. On every page there is a chat button in the bottom left corner that says "We're offline, please leave a message." How can I
    • [ZohoDesk] Improve Status View with a new editeble kanban view

      A kanban view with more information about the ticket and the contact who created the ticket would be valueble. I would like to edit the fields with the ones i like to see at one glance. Like in CRM where you can edit the canvas view, i would like to edit
    • Automated Dismissal of Specific Notifications and Centralized Control of Toast Notification Settings

      Dear Zoho Team, I hope this message finds you well. We would like to request two enhancements related to notification handling within Zoho Desk: Automatic Dismissal of Specific Notifications: Currently, when certain actions are taken in the ticket list
    • Create case via email

      Good Afternoon, I have just registered and am taking a look around the system. Is it possible to create a case via email.  I.e. an employee/client/supplier emails a certain address and that auto generates the case which then prompts a member of staff
    • Show field in spreadsheet view depending on other field value

      Hello. Not sure if this is possible but let's say i have spreadsheet view in Creator with four different fields Field A, B, C and D Then i have a field named Response which for one record could contain only one of the pre-definde choices below A, B, C
    • 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
    • Intergrating multi location Square account with Zoho Books

      Hi, I have one Square account but has multiple locations. I would like to integrate that account and show aggregated sales in zoho books. How can I do that? thanks.
    • Zoho Learn Zapier Integration

      Hello all, Is there any plan to integrate Zoho Learn with Zapier? It seems almost all Zoho products are in Zapier, with the exception of Learn and Marketing Automation.
    • Notice: SalesIQ integration paused on Zoho Sites

      I have this notice on my Zoho Sites in the SalesIQ integration setup. Can someone assist? "This integration has been temporarily paused for users. Reconnecting SalesIQ after disconnection will not be possible until we provide further updates." thank
    • Differences between Zoho Books and Zoho Billing

      Without a long drawn out process to compare these. If you were looking at these Books and Billing, what made you opt for one and not the other. Thanks
    • New Feature : Copying tickets with all the contents such as conversations/history/attachments etc

      Sometimes our customers and distributors do create tickets (or send emails) which contain more than one incident in them and then also some of the further conversations which are either created by incorrect new tickets or replies to old tickets are being created as combined tickets. In such cases we require to "COPY" the contents of the tickets into separate tickets and merge them into their corresponding original tickets. The "CLONE" feature doesn't copy the contents (especially the conversations
    • Como se agregan los empleados

      Necesito saber si para agregar empleados los mismos necesitan tener licencias
    • Deluge Error Code 1002 - "Resource does not exist."

      I am using the following script in a Custom Button on a Sales Return. Basically, the function takes the information in the sales return (plus the arguments that are entered by the user when the button is pushed) and creates a return shipping label via
    • Adding multiple Attendee email addresses when adding a Zoho Calendar event in Zoho Flow

      I am trying to integrate Notion and Zoho Calendar via Zoho Flow. However, the Attendee email address supported by Zoho Calendar - Create event only supports one email address, so I am having difficulty implementing automation to automatically register
    • Deprecation of SMS-based multi-factor authentication (MFA) mode

      Overview of SMS-based OTP MFA mode The SMS-based OTP MFA method involves the delivery of a one-time password to a user's mobile phone via SMS. The user receives the OTP on their mobile phone and enters it to sign into their account. SMS-based OTPs offer
    • Books & Desk. Client mapping

      Hi, I’ve been using Zoho Books for several years and am now looking to improve my customer service. I'm experimenting with Zoho Desk and want to sync and map my client data from Zoho Books. However, it seems that mapping requires both contacts to have
    • Graceful Handling of Exceeded Option Limits

      Hi Zoho SalesIQ team. I would like to submit a feature request to deal with a bug in salesIQ Current Behavior (Bug): When a dynamic list passed to the Single Select Option Card contains more than 20 options, the Zobot stops responding (freezes/hangs)
    • System default SLA descriptions can't be modified

      The system default SLAs have identical descriptions for all SLA levels, but their settings differ. However, I am facing an issue where I cannot modify these descriptions and save the changes. The content of the description box can be edited but the changes
    • Adding non-Indian billing address for my Zoho subscription

      Hey Need help with adding a non-Indian billing address for my Zoho subscription, trying to edit the address to my Singapore registered company. Won't let me change the country. Would appreciate the help. Regards, Rishabh
    • Zoho Desk - Zoho FSM Integration issue on Mobile and iPad

      Hello Team, I am trying to create a Work Order (WO) using the Zoho FSM integration (Add-on Service) that is integrated with Zoho Desk. The issue is that the integration is not working on mobile devices and iPads. While I am able to create the WO, Request,
    • How to create one ZohoCRM organisation out of a multi-organization?

      Hi, we have a multi-org including two different Zoho CRM organizations for two companies using respectively EUR and USD as default currency. I was wondering if there is any easy way to merge the two organizations into just one, so that users may access
    • Gray screen while signing documents

      We are all getting a "gray" screen when trying to sign documents in Zoho sign. Anyone else having issues?
    • Designing a practical Zoho setup for a small business: lessons from a real implementation

      I recently finished setting up a Zoho-based operating system for a small but growing consumer beauty business (GlowAtHomeBeauty), and I wanted to share a practical takeaway for other founders and implementers. The business wasn’t failing because of lack
    • Link Purchase Order to Deal

      Zoho Books directly syncs with contacts, vendors and products in Zoho CRM including field mapping. Is there any way to associate vendor purchase orders with deals, so that we can calculate our profit margin for each deal with connected sales invoices
    • Projects custom colors replaced by default orange

      Since yesterday, projects uploaded to Zoho, to which I had assigned a custom color, have lost the customization and reverted to the default color (orange). Has anyone else had the same problem? If so, how did you resolve it?
    • Interview booked through Invite but no Notifications

      We have a workflow that was developed through a developer/partner that was tested and worked. Today, we pushed a candidate through the process and invited them to an in-office interview. They were sent the booking link (as usual and as tested before successfully)
    • WebDAV support

      I need WebDAV support so that I can upload/download (and modify) documents from my local file system. Is anything planned in his direction?
    • Automatiser la gestion des SLA dans Zoho Desk avec Zoho Contracts

      Les équipes du service client s’efforcent d’assurer un support rapide, régulier et fiable pour garantir la satisfaction de chaque client. Les accords de niveau de service (SLA) permettent de clarifier les engagements en définissant les termes et conditions
    • iOS App doesn't refresh for Document Creation

      Hello Zoho team, I have created a workflow to be used on a mobile iOS device which starts in Zoho Creater and ends with a murge and store function that then opens the newly created document within the Zoho Writer app. This process is working great however
    • Uploading a signed template from Sign to Creator

      Good day, Please help me on how to load a signed document back into Creator after the process has been completed in Sign. Below is the code that I am trying, pdfFile = response.toFile("SignedDocument_4901354000000372029.pdf"); info pdfFile; // Attach
    • Zoho DataPrep and File Pattern configuration

      I'm using Zoho data prep to ingest data from One Drive into Zoho Analytics... The pipeline is super simple but I can't any way to get all the files that I need. Basically I need to bring all the files with a certain pattern and for that I'm using a regex
    • Assistance needed: Activation of a domain

      Hello Zoho Support, I purchased the .com domain "primesolva.com" via Zoho 6 days ago. The domain is still pending, and I cannot access the DNS panel to add the TXT verification for domain ownership. Please confirm the registration status and help me activate
    • Operation not permitted

      I am trying to add an email address to the list of user but I am getting error Operation not permitted
    • Next Page