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.

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

Also read:

Time-based reports

• Resolution Time Report
  

• Topic Participants

• Kavya Rao Addepalli

  

• 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

• You cannot send this campaign as there is no contact in the selected mailing list.

  We have synced contact lists and sent campaigns just fine prior to today.  Now no matter what list I upload when I go to send the campaign it gives an error "You cannot send this campaign as there is no contact in the selected mailing list." And now it

• Pivot Report Formula - using a today() variable

  Is it possible for me to use a value of today() in a formula on a pivot table? I'm trying to identify where the end date of a project is greater than the current date if("10. Projects (Zoho Projects).End Date" > today(), 'Yes', 'No') I get the error that

• Cannot connect IMAP to outlook

  Hello I have followed the instructions to connect my zoho account to Outlook IMAP but get this message: Session Id: bba118fb-151c-824f-9512-3ad1e91b109d Timestamp: 1708976566964 Error code: INVALIDCREDENTIALS INTERACTIONREQUIRED I'm using the exact configeration

• Department Overview by Modified Time

  We are trying to create visuals to show the work our agents do in Zoho Desk. Using Zoho Analytics how can we create a Department Overview per modified time and not ticket created time? In order for us to get an accurate view of the work our agents are

• Enhance Sign CRM integration

  Hello all, I'm working on a custom Deluge script to enhance the integration between Zoho CRM and Sign by using a writer merge template for additional flexibility. I want to replicate the post-sign document integration that exists between CRM and Sign

• Zoho Workdrive download was block by security software

  Hi Team, Recently workdrive download was blocked by huorong security. Could you please advise how to put zoho workdrive as white list? every time we put "*.zohoexternal.com" or "workdrive.zohoexternal.com", the warning msg will still pop in next dow

• Choosing a portal option and the "Unified customer portal"?

  I am trialling Zoho to replace various existing systems, one of which is a customer portal. Our portal allows clients to add and edit bookings, complete forms, manage their subscriptions and edit some CRM info. I am trying to understand how I might best

• General feedback

  I think Zoho is at the moment (potentially) the best, or perhaps the only, real online solution, for business, and not just business. Surely the only one that has all the features that I need (and I've probably tried everything, at least all that has a cost-free option). It has still got lots of bugs and imperfect features, so I do hope it keeps developing and becomes a really professional platform. Lots of people (including me) want to use such one platform for all scheduling/mail/note-taking...

• How to add SSL to Short URL custom domain?

  Hi, I've added a custom domain the the URL Shortener Domains. It's creating the short URL fine, but when clicking through, firstly I get an SSL warning, then a 400 Bad Request warning.

• Single Portal for Multiple Apps

  Hello, I'm just getting started with Zoho and I'm very overwhelmed. I am currently using the free trial of Zoho One, but if I can figure it out, I intend to upgrade to the paid version. Zoho One, of course, gives me  access to an entire suite of services/applications. One of the things I'd like to do is have a single place for clients (customers?) to log in and view current projects, invoices, contact information, etc. A single login for my clients. A single portal. I've come across documentation

• Antispam validation failed for your domain in Accounts

  I tried adding a domain to zeptomail.zoho.com, but the “add domain” operation failed. The front‑end error reads: “Domain could not be added. Please contact support@zeptomail.com.” The back‑end API returned: ``` { "error": { "code": "TM_3601", "details":

• CodeX Scripts for Enforcing Custom Project Logic

  Every organization has a defined way of executing projects. There are clear expectations around how tasks should move, when projects should progress, and which actions require validation. When these rules are consistently followed, projects remain structured

• Cancelled appointments still block out timeslot

  I haven't had to test this before, but I've just found a problem. I had an appointment in a certain timeslot, and that appointment was cancelled. However, Bookings won't let another appointment be booked in that slot - it makes that time unavailable until

• Preventing Group Emails From Being Sent to Group Member Personal Mail

  We have a group setup for a public facing email address. We have streams turned on for this group. Right now when an email is sent to this group email it hits the group stream and also sends a copy of the email to all group members. We'd like to disable

• Unusual activity detected from this IP. Please try again after some time.

  Hello Zoho admin and IT team We are a registered website in Eloctronic services and we been trying to add our users to the zoho system but this issue faced us ,, hope you unlocked us please.

• ¿Puedo migrar mi sitio desde WordPress a Zoho? ¿Zoho admite herramientas con código personalizado?

  ¡Hola comunidad! Estoy evaluando la posibilidad de migrar mi sitio web https://calculadoradenotas.cl/ desde WordPress a una solución Zoho, y tengo algunas dudas técnicas que espero puedan aclararme. Mi sitio no es solo informativo: es una herramienta

• How do I link my invoice to an estimate?

  There has been instances where I have created estimates, however, invoices for the same estimate were created independently. The status of these estimates hasn't converted to 'invoiced'. 

• Zoho Books (and other finance suite apps) - Retrospective Linking of Invoice and Sales Orders to Quotes.

  In some cases, Quotes and Invoies may be created sperately instead of using the convert feature. In this feature request I am asking for the Finance Suite team to consider adding a lookup field to reference the quote on Invoices and Sales Orders, or some

• Impossible to import Journal from Freshbooks

  I have been trying to import journals from Freshbooks since August 30th. Every time I try to import, I get an error message. I have already made sure every row has a date. First it was saying the account and notes had unexpected input and that every debit/credit

• Peppol: Accept Bill (Belgium)

  Hi, This topic might help you if you're facing the same in Belgium. We are facing an issue while accepting a supplier bill received by Peppol in Zoho Books. There is a popup with an error message: This bill acceptance could not be completed, so it was

• Convert invoice from zoho to xml with all details

  How to convert an Invoice to XML format with all details

• Prevent subform editing on a module's detail's page

  Hi everyone, We would like to prevent any editing of the subform data in the : Create page Edit page Details page (as subform editing is now allowed by the recent UX update) We are able to prevent editing by making the subform fields read only in the

• Export Invoices to XML file

  Namaste! ZOHO suite of Apps is awesome and we as Partner, would like to use and implement the app´s from the Financial suite like ZOHO Invoice, but, in Portugal, we can only use certified Invoice Software and for this reason, we need to develop/customize on top of ZOHO Invoice to create an XML file with specific information and after this, go to the government and certified the software. As soon as we have for example, ZOHO CRM integrated with ZOHO Invoice up and running, our business opportunities

• Refresh frequency

  Dear Zoho Team, I really, truly appreciate that Zoho Books gets frequent updates. As a matter of fact this is how a good SaaS company should stay on top. However, I feel that I have to hit refresh almost every day. This was exciting at the beginning but

• Zoho Books | Product updates | January 2026

  Hello users, We’ve rolled out new features and enhancements in Zoho Books. From e-filing Form 1099 directly with the IRS to corporation tax support, explore the updates designed to enhance your bookkeeping experience. E-File Form 1099 Directly With the

• Weekly Tips : Save Time with Saved Search

  Let's assume your work requires you to regularly check emails from important clients that have attachments and were sent within a specific time period. Instead of entering the same conditions every time—like sender, date range, and attachments included—you

• Bring real app analytics into Zoho Creator apps with Zoho Apptics

  We’re kicking off the year with a release we’ve been looking forward to for a long time. After being in the works for a while, Zoho Creator and Zoho Apptics are now officially integrated, bringing in-depth product analytics directly into the Zoho Creator

• Discontinuing Zoho ShowTime service on May 30, 2026

  Hello everyone, As a follow-up to our earlier announcement, we’d like to share an important update regarding Zoho ShowTime’s discontinuation timeline. Zoho ShowTime, our online training platform, reached its end of life on December 31, 2025, and its services

• emailing estimates

  Shows up in the customer mail logs as sent but nobody is receiving them, even when I send them to myself I don't get them ??? Something wrong with the mail server or my end ?

• Ability to CC on a mass email

  Ability to CC someone on a mass email.

• No background for video recordings, no playback speed, can't even playback longer recordings - have to download…

  Hi. We utilize heavily video messages on Slack, but wanted to migrate to Cliq with Zoho One, however very basic yet very frequently used feature is missing: backgrounds for video recordings and playback speed. We were not happy with Slack's 5 minute limits

• Bookings duration - days

  Hi team, Is there any way to setup services/bookings that span multiple days? I am using Zoho Bookings for meeting room bookings. Clients may wish to book a room for more than one day, for up to a month.  If not, is there a plan to allow services to be setup with durations of Days as well as hours and minutes? Many thanks, Anna.

• Customer address in Zoho Bookings

  Hello,  Is it possible to add customer address information to the Zoho bookings appointment screen? Or have it pull that information automatically from the CRM? We are wanting to use this as a field management software but it is difficult to pull the address from multiple sources when it would be ideal to have a clickable address on the appointment screen that opens up the user's maps.  It would also be advantageous for the "list view" to show appointment times instead of just duration and booking

• Feature Request - Allow Customers To Pick Meeting Duration

  Hi Bookings Team, It would be great if there was an option to allow customers to pick a duration based on a max and minimum amount of time defined by me and in increments defined by me. For example, I have some slots which are available for customers

• New feature: Invite additional guests for your bookings

  Hello everyone, Greetings from Zoho Bookings! We are happy to announce the much-awaited feature Guest Invite, which enhances your booking experience like never before. This feature allows additional participants to be invited for the bookings to make

• Changing the owner of a call

  Am I correct in my conclusion that I cannot change the owner of a call in Zoho? The field does not show up in the screen, nor can I make it show up as the systems does not give me that option. I cannot "mass update" it either. I tried it, but Zoho refuses to change the name of the owner. Please help out: how do I change the owner of a call.

• Unified Notes View For Seamless Collaboration

  To facilitate better coordination among different departments and team members, the notes added to a record can now be accessed in all its associated records. With this, team members, from customer service representatives to field technicians, can easily

• Remove Profiles from "Forecast" Module

  How can I remove Profiles from My forecast Module? Image Below The only revenue generators are the VP's, and the Estimation Managers, and the Estimators subordinate to the Est. Managers. How can I remove the unused Profiles? Its frustrating to see them

• Uplifted homepage experience

  Editions: All editions. Availability update: 17th February 2026: All editions in the CA and SA DC | JP DC (Free, Standard and Professional editions) 23 February 2026: JP (All Editions) | AU, CN (Free, Standard, Professional editions) 27 February 2026:

• Restoring records from the recycle bin programatically

  Background I'm working on a piece of software to automate conversion of Leads into Deals based on order status from my company's website. The process is mostly complete, right now I'm just working on handling a few edge cases to ensure data integrity.

• Next Page