From data to decisions: A deep dive into ticketing system reports
Customers raise questions and issues through multiple channels, such as email, chat, or tickets. To monitor the number of queries received on a specific day from each channel, leads can use the Incoming Threads report. This report enables them to allocate resources efficiently based on ticket volume. For instance, if more queries are received through WhatsApp than email, the manager can reassign some agents from the email team to handle WhatsApp queries, ensuring timely responses and effective customer service.
Purpose
The Incoming Threads report provides visibility into the number of messages (threads) received across all customer channels, including email, chat, web forms, social media, and WhatsApp. Each thread represents a customer interaction—whether a new ticket or a follow-up message—and helps teams determine how busy each channel is on a given day.
What are ticket-based reports?
Ticket-based reports are summaries created from the data collected in a help desk ticketing system. These reports focus on different aspects of ticket management and give insights into how customer support requests are handled and resolved. They usually include metrics like ticket volume trends, response times, resolution times, ticket statuses, agent and team performance, and customer satisfaction scores.
Specific attributes found in the incoming threads report
- Request 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
- Request owner: Owner of the ticket
- Contact name: The customer's contact name
- Event owner: The owner of the event
- From: The from email address
- Received time: The time the request was received
- Response status: The status of the response
- Responded by: The agent who responded to the request
- Agent responded time: The time stamp when an agent sends a reply to a ticket or customer message
- Agent response time: The total time taken by the agent to respond to a ticket; measured from when the ticket or customer message is received until the agent sends a reply
- System response time: The elapsed time between the receipt of a ticket and the first agent’s response, which assures the customer their issue is being addressed
- Is violated: If a ticket is marked as “violated,” it means the required action was not completed within the stipulated SLA period
- Violated time: The data and time the violation occurred
- Owner during the violation: The owner of the ticket when the breach occurred
- Breach time: The time of the breach
- Status: The status of the ticket
- Channel: The channel through which the ticket was submitted

Notable use cases:
- Resource Allocation: Assists managers in reallocating agents based on current workload. For instance, if there's a surge of tickets coming through chat or WhatsApp compared to email, agents can be redistributed to manage the demand effectively.
- Performance Monitoring: Allows for the assessment of agent responsiveness and efficiency across different communication channels.
- Customer Experience Optimization: By pinpointing peak times and identifying channels with increased ticket inflow, managers can ensure prompt responses and uphold SLA commitments.
Advantages
- Assists leads in filtering and analyzing the volume and types of incoming tickets
- Monitors the count of open tickets at any given moment
- Confirms the timestamps for ticket creation and resolution
- Identifies the individual responsible for resolving each ticket
- Greatly optimizes resource allocation and time management
- Boosts team productivity and ensures adherence to service level agreements (SLAs)
Takeaway
The Incoming Threads Report is a useful analytical tool within Zoho Desk that offers a unified view of communication inflow, agent activity, and SLA performance. It empowers support teams to maintain balanced workloads, ensure timely responses, and drive proactive, efficient customer service operations.
Please stay tuned for more in the Desk Reports series.
Regards,
Kavya Rao
The Zoho Desk Team
Managing 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!
Also read:
Time-based reports
Agent-based reports
Ticket-based reports
Recent Topics
Not able to receive emails for a while
I am not able to receive emails for a while now.
Confirmation requested: eligibility and process to downgrade to Forever Free — tenant bigbanghawking.com
Thank you for your reply. I am testing Zoho Mail from Brazil with the tenant bigbanghawking.com (endpoint: mail.zoho.com) and we are currently on the Premium trial that expires 21/01/2026. Before deciding whether to pay or cancel, I need written confirmation
Zoho API v2.0 - get ALL users from ALL projects
Hello, I've been trying to work on an automatization project lately and I find it difficult to work with this strict structure. To be more explicit, if i would like to get all users participating in a project i would need to get all projects first. Same thing with projects. If i want to get all projects, I would need to get all portals first. The problem with this aproach is that it consumes a lot of time and resources. I want to ask if there is another way of getting
الموقع لا يقوم بالسداد
السلام عليكم ورحمة الله وبركاته وبعد من أمس وانا احاول السداد للدومين YELLOWLIGHT ولا اتمكن من السداد اقوم بتعبئة جميع البيانات ولكن دون جدوى يطلع لى حدث خطأ ما
New in Office Integrator: Enhanced document navigation with captions and cross references
Hi users, We're pleased to introduce captions, table of tables and figures, and cross-references in the document editor within Zoho Office Integrator. These features allow you to structure documents efficiently and simplify document navigation for your
Where Do I set 24h time format in Cliq?
Where Do I set 24h time format? Thanks
🎉 ¡Seguimos trayendo novedades a Español Zoho Community! 🎉 Confirmada la agenda y ubicación para los Workshops Certificados
Si todavía no te has hecho con tu entrada para nuestros Workshops Certificados del próximo 26 y 27 de marzo o, por el contrario, estabas esperando que confirmáramos dónde los celebraremos, ¡este post es para ti! 📍¿Dónde nos vemos?📍 Nuestros Workshops
User is already present in another account error in assigning users to marketing automation
Hello everyone Greeting, I had a problem in assigning user in marketing automation, when I try to add it I see this error: (User is already present in another account error) what should I do?
What's New in Zoho POS - January 2026
Hello everyone, Welcome to Zoho POS’s monthly updates, where we share our latest feature updates, enhancements, events, and more. Let’s take a look at how January went. Sort and resolve conflicts Conflicts are issues that may arise when registers and
Not receiving email from customers and suppliers
I am getting error . most of the customers tell me not able to send me email please check i have attached screenshot
Create user
Hello I want to create user, but i get this error Unusual activity detected from this IP. Please try again after some time.
File emails in Shared email folder
Hi, I am unable to allow users to collaborate in Shared email folders: User 1 shares a folder let's say "SharedTopic" with full permissions Users 2 and 3 can see this folder but are unable to add emails to this folder or search in this folder. For example,
Consolidated report for multi-organisation
I'm hoping to see this feature to be available but couldn't locate in anywhere in the trial version. Is this supported? The main aim to go to ERP is to have visibility of the multi-organisation in once place. I'm hopeful for this.
How to Switch from Outlook for Mac to Outlook for Windows
The most often used file formats for users to manage crucial data are OLM and PST files. PST files keep a copy of data on the configured system from Outlook, while the OLM file contains the Mac Outlook data items, which are only accessible with Outlook
Zoho Books Inter-company integration
We have an Indian parent entity, and its accounting is managed in Zoho Books. We also have a subsidiary company in Dubai under the same parent entity, for which we have procured a separate Zoho Books license. I want to understand whether Zoho supports
Name autocomplete
Hi, During searching emails the web tool does not always propose the auto-completion of the saved emails. As a result I either have to go to contacts and look up the exact email, or the exact full name including the middle name and any dots, which is
Are custom portals accessible on the Zoho learn smartphone app?
In other words, can users external to my organisation, once signed up, use the app in the same way as internal users? Thanks
How to increase my Zoho sign limit.
I cannot send a document/contract for signature. Zoho sign says I reached my monthly limit. May I know how to fix this please? Thanks!
Can not add m365 outlook account to zohomail.
I am attempting to use zoho mail as an imap client to add my outlook.com m365 account. In the m365 exchange admin center i have made sure the imap is enabled. In zoho mail i go to settings, mail accounts, add account, add imap account, i select "outlook",
Unable to attach Work Order / Service Appointment PDF to Email Notifications (Zoho FSM)
I’m trying to include the Work Order PDF or Service Appointment PDF as an attachment in Email Notifications (automation/notification templates), but I don’t see any option to attach these generated PDFs. Is this currently supported in Zoho FSM? If not,
local file csv import problem
The issue occurs when I upload a CSV file via Databridge. In the preview, everything looks correct — the values are in the proper columns. However, after clicking Import, the first column becomes empty, and the values from that column appear in a new
Función Deshacer y Rehacer
Hola. Soy un reciente usuario de Zoho Notebook que he migrado desde Evernote. He encontrado en falta una función que considero muy importante: un botón para "deshacer". Es frustrante cuando se borra un parte del texto o un archivo de una nota, generalmente
Tip #59- Technician Console: Exploring View option- 'Insider Insights'
Hello Zoho Assist Community! Ever wondered how technicians adapt quickly during a live support session? Imagine a customer reaching out with an issue that’s disrupting their work. The technician starts a remote session and begins troubleshooting right
MRP or Manufacturing Module for Zoho
We have been searching for options for a production planning or MRP that will integrate with Zoho. Zoho Creator is pushed as a platform that can have an MRP built from scratch but we would like to find more of an out of the box solution and modify it to fit our needs. Are there any recommendations? Would Zoho consider creating a custom solution in Creator to support this need?
encountering an error when attempting to associate an email with a Deal using the Zoho CRM extension in Zoho Mail.
When I click "Yes, associate," the system displays an "Oops!! Something went wrong" error message. I have attached a screenshot of the issue for reference.
Can 1 Zoho CRM instance sync with 2 Zoho Marketing Automation instances?
Can 1 Zoho CRM instance sync with 2 Zoho Marketing Automation instances?
Can I add Conditional merge tags on my Templates?
Hi I was wondering if I can use Conditional Mail Merge tags inside my Email templates/Quotes etc within the CRM? In spanish and in our business we use gender and academic degree salutations , ie: Dr., Dra., Sr., Srta., so the beginning of an email / letter
Zoho mail account ownership transfer
We recently took over another company and have assumed responsibility for its Zoho account, including Zoho Mail and all related services. We would like to formally transfer ownership of this account to our organization. Could you please outline the complete
Email Authentication is Failing
I'm trying to setup gitlab with email authentication. I used the following configs picked up from: https://docs.gitlab.com/omnibus/settings/smtp/ gitlab_rails['smtp_enable'] = true gitlab_rails['smtp_address'] = "smtp.zoho.com" gitlab_rails['smtp_port']
DMARC reports for mail I didn't send: how to deal with?
I know the enthusiastic amateur's bare minimum about e-mail; am able to set up a Thunderbird account and know the basic acronyms. I have a Zoho Mail account connected to my domain, and have set up SPF, DMARC and DKIM successfully according to Zoho's instruction
ms
Email set up for communication
Fix the speed
It takes ages to load on every step even though my dataset is quite small.
Image field in custom module
Hi guy, Is there any hope of adding a custom image field in the custom module? We created a custom module to keep track of assets, and it would be helpful if we could attach an image to the record. Thanks Rudy
Deluge Function to Update Custom Field
I'm trying to get a Deluge function (which will run as part of a Schedule in Desk) that retrieves all tickets with the status "Recurring" and updates the custom field checkbox "cf_recurring" to "true". Here's what I have, which doesn't work: searchValue
"View ticket" link is broken
The "View ticket" link in our Zoho ticketing system confirmation emails is broken (please see attached). Impacts ability to update/review details, and, refresh recollection at a later date. Any help would be much appreciated.
import data from Apollo.ai into zoho crm via zoho flow
I might be asking this question in the wrong forum. We use Apollo.ai to find potential new leads for our business, there are around 10000 leads that we have initially found. We have an Apollo.ai account but just to do searches, we dont use it as a crm.
Can't Figure out Books and level 2 payment data
Hello, I am having trouble figuring out how to collect level 2 payment data as required by my payment gateway. Last month it cost us almost $5000 in fees because of this. We are invoicing our clients with books and they pay through the link in that email
Woocommerce Line Item Information
I'd like to add each line item from a Woocommerce order to a zoho creator form record. The line items are found within the line items array, but I'm not sure how to get each item out of the array? Any help would be much appreciated.
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
How do I fix this? Unable to send message; Reason:554 5.1.8 Email Outgoing Blocked.
How do I fix this? Unable to send message; Reason:554 5.1.8 Email Outgoing Blocked.
Next Page