Response Time Report

Response Time Report

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

Every organization that interacts with its customers should have an established timeframe for how soon an agent is expected to send the first response and any reply to any follow-up messages. 

It's common for the support team to operate under  a service level agreement that requires the first response to any customer ticket to be sent within one hour of ticket creation.

If a team has 10 agents, the manager does not need to check each ticket to see if the response time SLA is met. Instead, the response time report can help identify whether all responses are sent on time or if there is a delay.

What are time-based reports?

Time-based reports are valuable tools that help us understand how well things are going by breaking down key metrics over specific periods. By tracking, measuring, and visualizing data, these reports allow us to evaluate performance, spot trends, and make better decisions. They enable businesses to monitor efficiency, productivity, and operational effectiveness.

If a ticket was raised on February 23, and the response was sent on February 28, the manager can review the details to understand why there was a delay. This might be due to reasons such as holidays, a mistake by a new agent who is unfamiliar with the process, or unusually high demand for support. By identifying the cause, the manager can offer more training on SLA processes, adjust the way agents' workloads are allocated, or arrange for extra help during holidays to ensure timely customer responses in the future.

Example of response time reports

Suppose a ticket was raised on February 23rd about a patient’s health concern, and the response was sent on February 28th. In this case, the hospital manager can review the details to see why there was a delay in addressing the patient's needs. This delay may be caused by factors such as holidays affecting staffing levels, staff being unfamiliar with the ticketing process related to patient care, or an increased workload resulting from a sudden rise in patients.

By figuring out the cause of the delay, the manager can take proactive steps. For example, they could provide more training on the standard procedures for handling patient inquiries to ensure all staff understand the process. The manager might also adjust the workload by redistributing cases among staff or bringing in temporary help during busy times or holidays.

Another strategy is to form a dedicated task force to handle customer inquiries during peak periods to provide quicker responses. By tackling these issues, the organization can improve its operations and ensure timely responses to ensure customer satisfaction.
Quote
Availability: All paid versions

Specific attributes of the report

  • Ticket ID: Zoho Desk identifies and distinguishes tickets using a unique reference number called a ticket ID.
  • Subject: The ticket subject is typically a summary or description of the issue the customer is experiencing.
  • Ticket owner: Owner of the ticket.
  • Contact name: The customer's contact name.
  • Event owner: The owner of the event.
  • Event team: The change in the ticket's status.
  • Responded by: The name of the agent who responded to the customer's ticket.
  • Agent responded time: The time the response was sent.
  • Agent response time: The total time taken to respond to the ticket.
  • Team response time: The time the team responded to the ticket.
  • System response time: The total time the team took to respond to the ticket
  • Is first response: Confirms if this is the first response in the conversation's thread.
  • Status: The current status of the ticket.
  • Status during event: The status of the ticket at a particular point in time.
  • Channel: The channel through which the ticket was submitted.


Importance of response time reports

Response time reports are important for support systems. They measure how quickly agents reply to customer inquiries.

  • Enhance customer satisfaction
  • Easily promote customer loyalty
  • Enable performance tracking
  • Drive operational efficiency
  • Support data-driven decisions
  • Reinforce brand reputation

Analyze and improve response times with reports 

By closely examining both our first response times and the tickets that require more attention, the support team can gather valuable insights from every customer interaction. This continual analysis of response time reports allows us to identify patterns and areas for improvement, ultimately enhancing our overall performance and ensuring a superior experience for our customers.


Please stay tuned for more articles in our Desk Reports series.

 

Regards,

 

Kavya Rao

The Zoho Desk Team

Idea

Also read:

Time-based reports

    • 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

      • Bulk upload image option in Zoho Commerce

        I dont know if I am not looking into it properly but is there no option to bulk upload images along with the products? Like after you upload the products, I will have to upload images one by one again? Can someone help me out here? And what should I enter
      • Enhancement to ICR’s field prompting: Preferred data extraction using advanced field prompting

        Dear Customers, We hope you’re well A quick background Intelligent Character Recognition (ICR) comes as part of Zia’s optical recognition capability called Zia Vision. When we introduced it last April, the data extraction was training-based and was applicable
      • Filter Records in CRM API

        Hi Team, I’m currently working on a task to retrieve expired deals from the CRM. By “expired deals,” I mean deals where the closing date has already passed and the stage is not “Closed Won” or “Closed Lost” (i.e., all other stages). I tried using both
      • Subheaders for Sections in forms

        Currently, every form section has a field name, which one can choose to show/hide to the end user. It would be great if there was an option to show a SUB-HEADER in addition to a header. It would be useful for explaining to the end user what the section
      • Custom view inconsistencies

        Why is "is not" missing from criteria, along with other comparison operators ??? It makes it almost impossible to build required custom views, I don't want "void" invoices listed & why on earth would "Void" invoices be showing when the criteria includes
      • CRM x WorkDrive: We're rolling out the WorkDrive-powered file storage experience for existing users

        Release plan: Gradual rollout to customers without file storage add-ons, in this order: 1. Standalone CRM 2. CRM Plus and Zoho One DCs: All | Editions: All Available now for: - Standalone CRM accounts in Free and Standard editions without file storage
      • Promote a layout to standard so I can delete one layout

        Similar to this and many other topics: https://help.zoho.com/portal/en/community/topic/set-layout-as-standard The problem, every model has a standard layout, which is what we use most of the time... But as the business grows and evolves we may have to
      • Adding VENDOR SKU to PURCHASE ORDERS

        how can we add the Vendor SKU when issuing a Purchase Order , so the PO shows the Supplier SKU and our own Internal SKU , which is what we want to receive into the system .
      • FSM integration with Books

        Hi, I have spent a few months working with FSM and have come across a critical gap in the functionality, which I find almost shocking....either that, or I am an idiot. The lack of bi-directional sync between Books and FSM on Sales Orders/ Work Orders
      • Can Zia summarize fields?

        A great use case of AI for me would be summarizing company descriptions. We often get long winded descriptions from databases or scraping websites, then reduce them to a couple of sentences stating what a company actually does. Is there any way within
      • Zoho Recruit Community Meet-up - India (Venues Finalised)

        Zoho Recruit Community Meet-up - India (Venues Finalised) Namaste, India. 🙏🏼 The Zoho Recruit team is hitting the road—and we're absolutely excited behind the scenes. Join us for the Zoho Recruit India Meet-up 2026, a morning designed to make your recruiting
      • Increase Round Robin Scheduler Frequency in Zoho Desk

        Dear Zoho Desk Team, We hope this message finds you well. We would like to request an enhancement to the Round Robin Scheduler in Zoho Desk to better address ticket assignment efficiency. Current Behavior At present, the Round Robin Scheduler operates
      • [Webinar] Solving business challenges: Secure, real-time, and external collaboration

        Hi Zoho Writer users, We are excited to announce Zoho Writer's webinar for March 2026: Solving business challenges: Secure, real-time, and external collaboration. Zoho Writer supports real-time collaboration by allowing teams to work together in documents.
      • Table dimensions

        I try changing the dimensions of the table on my computer but it doesn't change. Do I have to be a premium member or does it only work on the app?
      • Zoho CRM Community Digest - January 2026 | Part 2

        Hello Everyone! Here’s the second part of January’s Zoho CRM Community Digest, rounding up the remaining highlights from the month. From newly rolled out updates to thoughtful implementation questions and practical solutions, the community once again
      • Find and Merge Duplicates to trigger webhook

        My sales team uses the Find and Merge Duplicates feature often to cleanup records in the CRM. We use webhooks to signal to our internal tools database when new Contacts are created, updated, or deleted, in order to keep our DB in sync with Zoho CRM. However,
      • Introducing WhatsApp integration and quick editing capabilities in Zoho Sign

        Hi there, Zoho Sign already helps users collect signatures via email and SMS, and we're happy to announce that you can now send documents and authenticate recipients right through WhatsApp. Some of the key benefits include: Communication with recipients
      • Dynamic Field Folders in OneDrive

        Hi, With the 2 options today we have either a Dynamic Parent Folder and lots of attachments all in that one folder with only the ability to set the file name (Which is also not incremented so if I upload 5 photos to one field they are all named the same
      • Logging Out of FSM

        I have tried to log out of FSM app of the last person and it will not let me do so. I need to log in to my account.
      • Manage Every Customer Conversation from Every Channel inside Zoho SalesIQ

        Your customers message you from everywhere. But are you really able to track, manage, and follow through on every conversation, without missing anything? With interactions coming in from websites, mobile apps, and messaging platforms like WhatsApp and
      • Super Admin Logging in as another User

        How can a Super Admin login as another user. For example, I have a sales rep that is having issues with their Accounts and I want to view their Zoho Account with out having to do a GTM and sharing screens. Moderation Update (8th Aug 2025): We are working
      • Enhancement in Zoho CRM: Control who gets to participate in a forecast by customizing the user hierarchy

        Include only users from the sales function; exclude the rest Dear Customers, We hope you're well! We started this year with a series of exciting enhancements to Zoho CRM and to this list, we are thrilled to add an enhancement to forecasting. Let's talk
      • Multiple Zoho One accounts

        Hello. I'm searching for a solution to run multiple organizations under 1 Zoho One account or have a different Zoho One account for each organization and still be able to easily login to each. Currently Zoho One doesn't allow the same email address to
      • Tips and tricks #63: Hold and Drag to select elements in the Show app for iOS

        Hello everyone! Welcome to another tips and tricks article. In today's article, we will learn about the Hold and Drag function in the Show app for iOS. The Hold and Drag option lets you select multiple elements on a slide quickly. Once they are selected,
      • Organize and manage PDFs with Zoho PDF Editor's dashboard

        Hello users, Zoho PDF Editor's dashboard is a one-stop place to upload, sort, share PDF files, and more. This article will explore the various capabilities that Zoho PDF Editor's dashboard offers. A few highlights of Zoho PDF Editor's dashboard: Upload
      • Possible to generate/download Quote PDF using REST API?

        See title. Is there any way after a quote has been created to export to a PDF using a specified template and then download it? Seems like something that should be doable. Is this not supported in the API v2.0?
      • Free Webinar - AI for email: Helpful or Hype?

        Hello, Zoho Mail community! 👋 We're kicking things off with a webinar you won't want to miss—and yes, we're going there: Is AI in email actually useful, or is it all hype? In this session, two of our experts will have an open, no-fluff conversation about
      • Balancing access, security, and productivity with Email Policy

        An organization typically includes multiple user groups, such as leadership, sales, and support, each with different email usage patterns and security needs. Administrators must balance flexibility and control, thereby ensuring email usage aligns with
      • Is it possible to update multiple work items at once?

        Hi, Is it possible to update the statuses/release tags of multiple work items at once? I came across this thread that says it's not possible at the moment, but it was related to the Sprints mobile app. Does this feature not exist in the website as well?
      • See Every IM Conversation as It Happens

        Instant messaging moves fast. Customers expect quick replies and smooth conversations across WhatsApp, Instagram, Facebook, and live chat. But without real-time visibility, small issues become big problems. A session stays open longer than expected. A
      • Dealing With One-Time Customers on Zoho Books

        Hello there! I am trying to figure out a way to handle One-Time customers without having to create multiple accounts for every single one on Zoho Books. I understand that I can create a placeholder account called "Walk-In Customer", for example, but I
      • Selected date present employees roster

        =CHOOSECOLS(FILTER(A2:E5;(INDEX(C2:E5;0;MATCH(VALUE(B8);INDEX(VALUE(C1:E1));0))<>"OFF")*(INDEX(C2:E5;0;MATCH(VALUE(B8);INDEX(VALUE(C1:E1));0))<>"EL"));1;2;2+MATCH(VALUE(B8);INDEX(VALUE(C1:E1));0)) This way sheet looks l
      • Release Notes | January 2026

        We have rolled out a set of powerful new enhancements across Zoho Vertical Studio that bring several long-awaited capabilities to your applications. These updates focus on deeper customization, smarter automation, better reporting, and improved usability
      • Product Request: Send email to Secondary email

        Guys, we should be able to send the campaign to the secondary email too.  Is this on the plans for Zoho Campaign? It looks like I can map the secondary email from the CRM to the Campaigs, but can not send the message.  
      • Depositing funds to account

        Hello, I have been using Quickbooks for many years but am considering moving to Zoho Books so I am currently running through various workflows and am working on the Invoicing aspect. In QB, the process is to create an invoice, receive payment and then
      • Franchise

        Is there a solution of how to organize global franchise organisations?
      • Can multiple agents be assigned to one ticket on purpose?

        Is it possible to assign one ticket to two or more agents at a time? I would like the option to have multiple people working on one ticket so that the same ticket is viewable for those agents on their list of pending tickets. Is something like this currently
      • Recording overpayment?

        So a customer just overpaid me and how do I record this? I can't enter an amount that is higher than the invoice amount. Eg. Invoice is $195 and he sent $200. He's a reccuring customer so is there a way to record so that he has a $5 advance for future invoice?
      • Holidays

        Hi; For defining Holidays, you need to add logic to handle the year as well as the month & day. We need to be able to enter Holidays for the next year. I need to add a holiday for January 2, 2017, but I can't until January 1st, which is a Sunday and we
      • Composite Product (kit) - Dynamic Pricing

        I am setting up Composite Products for item kits that I sell. I also sell the items from the kit individually. Problem is when pricing changes on an individual part, the Composite Product price does not change meaning when the cost of item # 2 in the
      • Next Page