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 behind-the-scenes 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
 
openUrl in blueprints
My customer wants to open a URL at the end of a blueprint transition. Seems this isn't possible right now but it would be very useful. In this thread, https://help.zoho.com/portal/en/community/topic/openurl-not-working the Zoho agent said that it's logically
 
Is it possible to pull the Zoho desk data into Zoho analytics in real time
Hi - I am looking to add more dashboards and reports of Zoho Desk in analytics. I see there is a schedule to pull the data into analytics, but I'm wondering if there is an option to pull the data in real time instead of a specific interval?
 
CRM x WorkDrive: File storage for new CRM signups is now powered by WorkDrive
Availability Editions: All DCs: All Release plan: Released for new signups in all DCs. It will be enabled for existing users in a phased manner in the upcoming months. Help documentation: Documents in Zoho CRM Manage folders in Documents tab Manage files
 
Introducing the revamped What's New page
Hello everyone! We're happy to announce that Zoho Campaigns' What's New page has undergone a complete revamp. We've bid the old page adieu after a long time and have introduced a new, sleeker-looking page. Without further ado, let's dive into the main
 
Ability to Add YouTube Video to Playlist During Publishing
Hi Zoho Social Team, How are you? While publishing YouTube videos through Zoho Social, we noticed that the platform currently does not allow selecting a playlist at the time of publishing. Instead, we can only add the video to a playlist after it has
 
Introducing Zoho Creator's 2025 Release Projection 2
Hello Creators! I'm Prakash, from the Creator product management team, and today I'm delighted to unveil our next set of features as part of Release Projection 2 for 2025. With thoughtful analysis and planning, we've curated powerful new capabilities
 
Sharing Form Ownership Among Multiple Users
I would really like the ability to share form ownership among multiple users. It's frustrating to me that if a co-worker wants to make an edit to a form, I have to transfer ownership to them. It would be great if forms could act like google forms, where multiple people can edit a form and view responses. 
 
Marketer’s Space - Ace Your Spooky-Season Marketing with Pre-designed Templates in Zoho Campaigns
Hello marketers, Welcome back to another post in Marketer’s Space! We’re in Q4, which means that you have endless opportunities to connect with your audience, starting with Halloween campaigns! In this post, we’ll show you how to design the perfect Halloween
 
Zia expands to China with native features and DeepSeek-powered generative AI features
Hello everyone, We are glad to support Zia native features and Zia generative AI features for our customers in China. From hereon, all AI-features in Desk will be accessible in China data center with the integration of DeepSeek generative AI model. DeepSeek
 
Email in each module
We have a contact ,module which then has a link to customer assets which in turn the asset has a multiple link to service visits. When we link assets to customers we choose by name and it brings over the associate email via the lookup. Great feature.
 
Global Search placement in the new UI
Having a hard time with the global search placement in the UI redesign. Surely I can't be the only one. Previously global search placement was perfect. A bar at the top/center of the page. Exactly where you would expect it to be. Since the new UI has
 
Introducing Skill-Based Ticket Assignment
The goal of every support team is to provide great support, and to do so as fast as they can. To make this possible, it is important that agents spend their time judiciously, especially when they're dealing with a large number of tickets of varying urgency
 
Kaizen #213 - Workflow APIs - Part 1
Welcome to another week of Kaizen! If you have ever managed complex business processes, you know that Workflows are the quiet backbone of any well-run business process. They keep things moving; assigning owners, sending alerts, keeping deals on track,
 
Browser and address bar hide
Hi, How i can do hide the address bar with browser headline when i am working on the sheet, because i am using (freeze panes) which i want visible for full work. For your reference here i am attached the screen shot and marked yellow lines which really
 
Cells Border
Hi I am using Zoho Sheet on S Tab , is there any option to make all border of any cell at once. I think this is very basic which we are missing. This is available in mobile but not in tab or suggest if i am missing this function. And for Tab can you give
 
Credit Management: #2 Configuring Right Payment Terms for Credit Control
Think about the last time you ordered something online and saw that little note at the checkout, "Pay on Delivery" or "Pay later". It's simple, but it actually sets the tone. As a business owner, you know exactly when payment is expected. Now, imagine
 
Zobot and Sales IQ
What will happen to the Zoho Sales IQ being integrated to the website after creating the Zobot on the website too
 
Workflow workdrive rollout
Hi! When will workflow be rolled out to all users? Thanks.
 
Help Center and SEO: Any Benefit to My Domain-Mapped Website Ranking?
First of, I love the Help Center which I've just decided to integrate into my website to replace its old-fashioned FAQs. So much more to achieve there now! Lots of new benefits to the site visitors and to me in terms of organizing and delivering all the
 
Blueprint status change
I want to change the Blueprint status of a workflow. The status is completed automatically when I added the record through API call. But I want to make it active, I don't see any options for this. Even if I draw transition from any stage , it is not visible
 
Support french language options
Greetings, I want to use Zoho with the french language portal, however the supplied translation is not very good (google translate). There are many basic mistakes on the main most important sections (my requests, submit a request). Is there a way for
 
Automation #7 - Auto-update Email Content to a Ticket
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. Email is one of the most commonly
 
filter broke my data
I uploaded a file recently from Sheets and it has top 2 rows frozen, with table headers in second row and each one is filterable. somehow my first 2 columns became unfiltered and no matter what I do I cannot reapply the filter?? also didn't realize they
 
Introducing the Workflow and Actions APIs for Zoho CRM
We are absolutely thrilled to announce the release of Workflow APIs and Actions APIs in Zoho CRM’s v8 API suite! This powerful new set of endpoints gives developers unprecedented programmatic control over business automation. For years, Workflow Rules
 
Zoho CRM Analytics - Allow To Reorder Dashboards
I would like to suggest that you add the ability to reorder dashboards in the Analytics Module. I can see that this has been requested some time ago, the latest 9 years ago. I am not sure if this is a big or small endeavor, but such a small fix can go
 
Zoho Form URL displays incorrect name
Hi, I have a form I created called "Design Request form". It displays this way everywhere I look. However, in the URL, it shows up as "DesignJobRequestFormFINAL011325PROOFV1B" and I'm not sure why. I can't find where to fix this. Does anyone have any
 
Consumers are talking about your business. Are you listening?👂
A loyal customer might be praising your product in a forum. A frustrated user could be posting a harsh review on a public site. An excited partner may have left a comment on your campaign. A domain expert might be deconstructing your product. A prospect
 
What counts as a Temp for Billing Purposes in Workerly
I'm considering trying this product but am not sure how the temp count is used for billing purposes. For example, if we keep a large data base of 500 potential workers.....are we billed for that or only if they are assigned to a client at a given point
 
Form name incorrectly displayed in URL
Hi, I have a form I created called "Design Request form". It displays this way everywhere I look. However, in the URL, it shows up as "DesignJobRequestFormFINAL011325PROOFV1B" and I'm not sure why. I can't find where to fix this. Does anyone have any
 
I can't receive mail
Hello, I can't receive e-mail. I no longer receive e-mails to the e-mail I received for my site. I also edited the DNS settings, but it doesn't work at all.
 
1‑to‑1 invite missing post-setup (needs re-invite) vs channel invite auto-joins without business prompt
1. Zoho Cliq 1‑to‑1 external invite The inviter sent a 1‑to‑1 invite to an invitee who didn’t have a Cliq account. After the invitee completed account setup and created a business/organization, the website redirected them to Cliq, where they opened Cliq
 
【開催報告】東京 ユーザー交流会 Vol.3 2025/10/17 Zoho サービスの活用促進を外部ツールとの連携で実現!
ユーザーの皆さま、こんにちは。コミュニティチームの藤澤です。 10月17日(金)に新橋で「東京 ユーザー交流会 Vol.3」を開催しました。ご参加くださったユーザーの皆さま、ありがとうございました! この投稿では、当日のセッションの様子や使用した資料を紹介しています。残念ながら当日お越しいただけなかった方も、ぜひチェックしてみてください😊 ユーザー活用事例セッション:Zoho Flowと決済システムの連携 あみろくの岡島さんに、Zoho サービスの活用事例として、Zoho Flow を活用した外部サービスとの連携事例をご共有いただきました。
 
received email opens in a new tab every time I log in
as per the title: since about when I first made my email account, every single time Ive logged in to view my inbox, a new tab opens for an email I viewed once as if restoring a closed session. I thought I just didnt understand the "starting up" settings
 
Engage with your customers at scale using WhatsApp Marketing Template messages
Hi everyone, To make it easier for organizations to communicate with customers, Desk now allows you to send individual, mass, and bulk WhatsApp template messages from both the Ticket and Contact modules. How is this going to benefit your business? WhatsApp
 
Importation Tickets error
Hi, I'm newbie here 🤓 So, i'm importing data from csv, but when I try advance to mapping fields the importer tool show this message: Previously I try import, other data, and not show errors in this step. Some ideas? Best Regards,
 
Showing description in timesheet and timelogs.
I am wondering if it’s possible in version 5 of Zoho People to have the description show by default or with a manipulation on the user’s part. Let me show you what I mean. As you can see this is the view for the users. Now if they want to see the full
 
Direct “Add to Google Calendar” Option in Zoho Meeting
Hello Zoho Meeting Team, Hope you are doing well. We would like to request an enhancement related to the “Add to Calendar” functionality in Zoho Meeting. Currently, when we open Zoho Meeting and view our meetings under My Calendar, there is an Add to
 
Add Flexible Recurrence Options for Meeting Scheduling in Zoho Cliq (e.g., Every 2 Weeks)
Hello Zoho Cliq Team, We hope you are doing well. Currently, when scheduling a meeting inside Zoho Cliq, the recurrence options are limited to Daily, Weekly, Monthly, and Yearly. There is no ability to set a meeting to occur every X weeks — for example,
 
Workaround: openURL in Blueprints - An alternate approach
There is a roundabout way to open a URL in blueprints after a save event. By using the 'onBeforeMandatoryFormSave' in Client Script, you can open an external URL. Now, the problem is, this is designed to be run BEFORE the blueprint is saved, not after,
 
MTD SA in the UK
Hello ID 20106048857 The Inland Revenue have confirmed that this tax account is registered as Cash Basis In Settings>Profile I have set ‘Report Basis’ as “Cash" However, I see on Zoho on Settings>Taxes>Income Tax that the ‘Tax Basis’ is marked ‘Accrual'
 
Next Page