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
Recent Topics
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 ?
Powering Customer Support with our women
In Zoho Desk support, women make up 50% of our team. We see this as one of our strengths, reflecting the spirit of this year’s theme, "Give to Gain". Our women find their balance Women carry many responsibilities — they represent frontline support, lead
How to use OR when filtering using two fields
I want to create return a list of Account Names by filtering on Field1 = "yes" OR Field 2 = "no" I can't see how to use the OR in the filter.
Mobile phone version not working well
I am working on the Zoho Site Builder. In the preview the desktop version looks okay, but in the mobile phone preview many words are cut off in the weirdest (wrong) way. How can I fix that?
Zoho - Please explain difference between Thread view and Conversation view on Ticket
I have reviewed the help document here but am still not clear on the difference between the two views. As an example, I just had a back and forth on a ticket: - Customer emails support email. - I email back from Desk. - Customer responds back. - I email back from Desk. On the upper left drop down box on the ticket Zoho Desk now says this is "4 Threads" and "4 Conversations" . How is that 4 threads?? By my count it is 1 thread and 4 conversations (assuming by "conversation" Zoho means number of total
Can't rename groups on Mac desktop app
I'm working on an up-to-date Mac with a freshly downloaded Notebook app. I'm trying to rename a group within a notebook. Here I have, left to right, a note, a group, and a note. I select the group. On the top left, I select Action. On the dropdown, "Rename"
Zoho Forms - Feature Request - Year Field
Hi Zoho Forms Team, You currently have the following date and time fields: Date Time Date and Time Year and Month It would be useful if you could include a "Year" field For example a recent application I completed said "What year was your house built?"
I need help to take Reports for tickets moved between departments.
Hi, I need help to take Reports for tickets moved between different departments. Pls guide Shyam
Export to excel stored amounts as text instead of numbers or accounting
Good Afternoon, We have a quarterly billing report that we generate from our Requests. It exports to excel. However if we need to add a formula (something as simple as a sum of the column), it doesn't read the dollar amounts because the export stores
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
Automation #6 - Prevent Re-opening of Closed Tickets
This is a monthly series where we pick some common use cases that have been either discussed or most asked about in our community and explain how they can be achieved using one of the automation capabilities in Zoho Desk. Typically when a customer submits
Zoho Desk EU slow/unresponsive
Has anyone else got issues with ZohoDesk today in the EU? It takes an age to come back and if you do start typing something and try and send or save it looks like it times out. We are also getting this pic. ot I can't see anything on https://status.zoho.eu/
EU DC Partial Outage Resolved: A Detailed RCA
Incident Summary Due to an overload on one of the nodes in the EU DC for Zoho Desk, the system was unable to handle the heavy load, causing a slowdown in requests and resulting in a partial outage for customers with data residing in that node. On May
Use Zoho Creator as a source for merge templates in Zoho Writer
Hello all! We're excited to share that we've enhanced Zoho Creator's integration with Zoho Writer to make this combination even more powerful. You can now use Zoho Creator as a data source for mail merge templates in Zoho Writer. Making more data from
Perfomance Management - Zoho People
Hi team, I am looking for performance management data such as KRA, goals, feedback, appraisals, etc., in Zoho Analytics. However, I am unable to find these metrics while editing the setup. Could you please confirm whether these fields are available in
Deprecation of the Zoho OAuth connector
Hello everyone, At Zoho, we continuously evaluate our integrations to ensure they meet the highest standards of security, reliability, and compliance. As part of these ongoing efforts, we've made the decision to deprecate the Zoho OAuth default connector
Good news! Calendar in Zoho CRM gets a face lift
Dear Customers, We are delighted to unveil the revamped calendar UI in Zoho CRM. With a complete visual overhaul aligned with CRM for Everyone, the calendar now offers a more intuitive and flexible scheduling experience. What’s new? Distinguish activities
Zoho Mail iOS app update: Display recipient's nickname on contact suggestion
Hello everyone! In the most recent version(v3.3.1) of the Zoho Mail iOS app update we have brought in support to display recipient's nickname in contacts suggestion. Please update the app to the latest version directly from the App Store or using the
Digest Février - Un résumé de ce qui s'est passé le mois dernier sur Community
Bonjour chers utilisateurs, Le 26 février, nous avons organisé notre première session Ask the Expert de 2026. Nous sommes heureux de partager que ce fut une session très interactive, avec de nombreuses questions intéressantes posées par nos clients. Si
Zoho CRM Case Notes - Share to Customer
Hi team does anyone know the Api to set a note, against a case, to shared with customer? i cant seem to find it cheers
Zoho Forms - Feature Request - Past Into Scanning/OCR Field
Hi Zoho Forms Team, You recently introduced the OCR/Scanning field which I have found great use for with one client who receives work orders as a screenshot from one customer. I want to raise a feature request here which would make that field even more
Synching changes to Stripe when changes are made in Zoho Billing
We have a situation where we have merged customers in Zoho BIlling and then found out later that the payment in Stripe was not updated and still associated with the old customer record. The card gets updated and billed, but that payment is still associated
Send out follow-up email in the same thread (threaded conversations in individual emails) from Zoho CRM
Hi, I'm new to Zoho. I'm trying to send individual emails to my leads one by one. And I'll send out follow up email if I don't hear back from them later. However, instead of sending a new email, I want to reply in the same email thread so that the recipients
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
Is Zoho Sites still actively being developed?
Hello, Is Zoho Sites still actively being developed as part of the Zoho ecosystem? I noticed that the What's New page (https://www.zoho.com/sites/whats-new.html) does not show any updates since Q1 2025. We were considering migrating our website from Squarespace
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
web to lead
Can anyone help me how to create web to lead from zoho marketing automation
Introducing Workqueue: your all-in-one view to manage daily work
Hello all, We’re excited to introduce a major productivity boost to your CRM experience: Workqueue, a dynamic, all-in-one workspace that brings every important sales activity, approval, and follow-up right to your fingertips. What is Workqueue? Sales
UI issue with Organize Tabs
When looking at the organize Tabs window (bellow) you can see that some tabs are grayed out. there is also a "Add Module/Web Tab" button. When looking at this screen it's clear that the grayed out tabs can not be removed from the portal user's screen
I created a signup form in Zoho Marketing Automation with the correct field mapping, but the data is not being reflected under Leads in Zoho CRM.
web to lead from zoho marketing automation
Pasted Images not being embedded in custom mail
Hi, I'm making a custom report by email based on commentaries. I have the email ready, all working great except for images that are being pasted in the commentaries. Zoho deals with them as temp images and so it requires authentication to view them, something
Kaizen #232 - Building a Ticket Escalation Mechanism from Zoho CRM
Howdy, Tech Wizards! Picking up the thread from last week, we will continue our Zoho CRM and Zoho Desk integration. In Kaizen #231 - Embedding Zoho Desk Tickets in Zoho CRM, we built a Related List widget that displays open Zoho Desk tickets within the
Inactive License for free account.
I recently upgraded my Cliq subscription not my team (on the free version), are unable to login to their accounts. The error message received is Inactive License Looks like you have not been covered under the current free plan of users. Please contact
Deluge scripts
Why is there not a search function to make it easier to find the script of interest when modifications are required.
Zoho Sheet for Desktop
Does Zoho plans to develop a Desktop version of Sheet that installs on the computer like was done with Writer?
Zoho Books (and other Finance Suite Apps) - Clickable Item Name on Invoices and Reports
Hi Zoho Books team, It would be really helpful if the Item Name on Reports were clicable to take me to the item. The same on Invoices, often I am looking at an invoice and I want to look at the deails of a product. A link here would be helpful to jump
Zoho Books - Payment Gateway - Revolut
Hi Books Team, My feature request if to include the popular platform Revolut as a payment collection option on invoices in Zoho Books. Please upvote if you are also looking for this option.
Searching for an item from within an invoice should show any item containing the string, not just those that begin with the string.
Hello, I've found myself becoming increasingly frustrated with the limited line-item seach when adding new items to an invoice. The problem is that the characters being typed are only being matched from the beginning of the item name. This might be usable
How to Rank Tables by Row Count in Descending Order
I am trying to understand the consume of lines that grow up so fast in the last week. Is there any way to create a pivot table or query to get TABLE NAME LINES in descending order?
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
Next Page