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

Content management teams can use various metrics to assess the effectiveness of knowledge base articles, improve content quality, and ensure articles are regularly updated. Predefined article reports allow organizations to identify the most popular and frequently suggested articles and evaluate the usefulness of the content for both users and support teams.
Analyzing metrics such as the most-liked and most-disliked articles provides additional insights into the relevance and quality of the information provided. This approach not only enhances user self-service capabilities but also reduces the volume of incoming support tickets.
What are article-based reports?
Article-based reports use the Knowledge Base module as their data source and display metrics such as views, feedback, and ticket usage. They help content owners, support leads, and managers understand which articles are helping ticket deflection and where documentation needs improvement.
You can access article-based reports from the Analytics/Reports section by selecting the Articles module or utilizing the predefined Article Reports. Additionally, the Knowledge Base Dashboard provides a visual representation of article metrics, including overall traffic and engagement trends.
These article-based reports show you how useful and engaging each knowledge base article is. You can use this information to improve self-service content based on honest customer feedback and usage.
This report showcases the articles that have garnered the most likes from readers in your Help Centre or knowledge base. It clearly identifies the content customers find most helpful or satisfactory, allowing you to pinpoint exemplary articles, adopt their format, and promote them more effectively, such as by featuring them in FAQs or onboarding processes.
Popular Articles
The popular articles feature typically ranks content based on engagement metrics, such as views and likes, to highlight the articles that are most frequently visited and appreciated by users in the Help Centre. This allows for the effective promotion of high-impact content to end users, such as showcasing a "Popular Articles" section on the portal's homepage. Additionally, it provides your team with insights into which topics are currently in demand, enabling you to tailor new content or automation (such as Zia suggestions and related articles) to address those areas better.
Key article-based report metrics include:
- Popular or most-viewed articles over a selected period
- Articles most frequently suggested or used in ticket responses (via KB suggestions)
- Article feedback, like likes/dislikes, ratings, or usefulness
- Article status and ownership (published/draft, author, category, last updated date)
How the reports are typically used
- Identify high-impact articles that reduce ticket volume and replicate their structure or style.
- Find gaps (topics with low article coverage but high ticket volume) and prioritize new documentation for them.
- Monitor content hygiene by tracking stale articles, low-performing content, and ownership for periodic reviews.
Conclusion
To boost content quality and engagement, use "most liked" articles as a model for structure and language, and apply this to new or underperforming article pieces. Identify "most disliked" items to create a backlog for improvement, and after making edits, track metrics (likes, dislikes, views) to assess impact. Finally, leverage "popular articles" to decide what to feature in the Help Center, convert into videos or FAQs, and integrate into ticket templates and email responses.
Please stay tuned for more in the Desk Reports series.
Regards,
Kavya Rao
The Zoho Desk Team

Also read:
Time-based reports
Agent-based reports
Ticket-based reports
Recent Topics
Desktop app doesn't support notecards created on Android
Hi, Does anybody have same problem? Some of last notecards created on Android app (v. 6.6) doesn't show in desktop app (v. 3.5.5). I see these note cards but whith they appear with exclamation mark in yellow triangle (see screenshot) and when I try to
Approval Button in Subform
Hi Team, I’m working on a subform-based requirement where users will submit requests, and these requests must go through approval by multiple team managers. Each line item in the subform needs to be individually approved or declined based on the user's
Setting checkbox value on template in Sign from Creator
Good day, Please help me understand how do I set a tick from a checkbox in Creator into a checkbox on a Sign template. Below is the only values on the Sign template and the code from Creator, "field_boolean_data": {}, "field_date_data": {}, "field_radio_data":
Zoho Projects - Unread Comment Icon
Hi Projects Team, It would be great if there was a notification I con on the comments icon so it's easy to see which tasks have new comments. Something like a red circle with a number of unread comments would be great. Thanks for considering my feed
Zoho Projects - Update Feed via API
Hi Projects Team, Please consider adding an API to allow update and retrieval of messages to the Feed. Thank you
Automated log-out/session end
I'm concerned about security of our data. Is it possible to set an automatic time-out for user sessions on Zoho CRM, after a certain period of inactivity or when the session reaches a certain duration (12 hours perhaps)?
Subform auto populate values
Hi Team, I’m trying to retrieve values from Zoho People using API functions and dynamically populate them into a subform. For example, I’ve created a form with several fields that users will fill out. Based on their input, I need to fetch records from
What is New in CRM Functions?
What is New in CRM Functions? Hello everyone! We're delighted to share that Functions in Zoho CRM have had a few upgrades that would happen in phases. Phase 1 An all new built-in editor for better user experience and ease of use. ETA: In a couple of days.
Gantt Chart - Zoho Analytics
Are there any plans to add Gantt Charts capabilities to Zoho Analytics?
WhatsApp Calling Integration via Zoho Desk
Dear Zoho Desk Team, I would like to request a feature that allows users to call WhatsApp numbers directly via Zoho Desk. This integration would enable sending and receiving calls to and from WhatsApp numbers over the internet, without the need for traditional
Identify long running sync jobs/tables
My sync process causes strain on my production database and I'd love some tools/alerts to help me identify which tables are taking the longest. The current screen only shows 3 tables at a time and truncates the last fetch time so that it is very cumbersome
Temporarily rate limited due to IP reputation.
We have suddenly started receiving the following Mail Delivery Status Notification: Diagnostic-Code: 4.7.650 The mail server [136.143.184.12] has been temporarily rate limited due to IP reputation. For e-mail delivery information, see https://aka.ms/postmaster
Automatically CC an address using Zoho CRM Email Templates
Hi all - have searched but can't see a definitive answer. We have built multiple email templates in CRM. Every time we send this we want it to CC a particular address (the same address for every email sent) so that it populates the reply back into our
Solution to Import PST File into Office 365.
MailsDaddy OST to Office 365 Migration Tool is an outstanding solution to recover OST files and migrate them into Office 365 without any hassle. Using this software users can multiple OST files into Office 365 with complete data security. It offers users
Best-practice setup in Zoho One for managing combined candidate pools and exporting anonymised CVs
We are new users of the Zoho One bundle and operate a consulting and engineering company. Our workforce model includes a mix of permanent employees, active job applicants, and freelance/independent consultants. All three groups need to be searchable,
Associate emails from both primary and secondary contacts to deal
We need to associate emails from multiple contacts to a deal. Please advise how this can be achieved. At present, only emails from primary contacts can be associated. Thanks
New integration: Zoho Sign for Zoho Projects
Hey there! We’re excited to announce the brand-new Zoho Sign integration for Zoho Projects! With this integration, users can now send documents for signatures, track their progress, and manage approvals—all without leaving Zoho Projects. This bridges
Update to attachment display in ticket threads
This enhancement will provide faster access for support teams and end-users, significantly boosting productivity for everyone. Get ready for a more efficient and satisfying experience! Immediate benefits Faster ticket rendering reduces wait times and
Narrative 15: Blueprint - Automate, guide, and transform your support processes
Behind the scenes of a successful ticketing system: BTS Series Narrative 15: Blueprint - Automate, guide, and transform your support processes Even organizations that deliver quality products and services can face low customer satisfaction when their
Different MRP / Pricing for same product but different batches
We often face the following situations where MRP of a particular product changes on every purchase and hence we have to charge the customer accordingly. This can't be solved by Batch tracking as of now so far as I understand Zoho. How do you manage it as of now?
Batch/lot # and Storage bin location
Hi I want to ask for a feature on Zoho inventory I own a warehouse and I've gone through different management software solutions with no luck until I found Zoho, it has been a game changer for my business with up to the minute information, I'm extremely happy with it. It's almost perfect. And I say Almost because the only thing missing for me (and I'm sure I'm not alone) is the need of being able to identify the lot number of my inventory and where it is located in the warehouse. Due to the nature
ZOHO BOOKS - RECEIVING MORE ITEMS THAN ORDERED
Hello, When trying to enter a vendor's bill that contains items with bigger quantity than ordered in the PO (it happens quite often) - The system would not let us save the bill and show this error: "Quantity recorded cannot be more than quantity ordered."
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
Sync desktop folders instantly with WorkDrive TrueSync (Beta)
Keeping your important files backed up and accessible has never been easier! With WorkDrive desktop app (TrueSync), you can now automatically sync specific desktop folders to WorkDrive Web, ensuring seamless, real-time updates across devices. Important:
Writer update results in BitDefender blocking it as malware
After updating Writer to latest update, Bitdefender blocked the app and writer no longer runs.
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
Refund
My plan expired today, and I updated my payment details with a new credit card. At the same time, I wanted to downgrade, but the system wouldn’t allow the downgrade until the payment details were updated. As a result, I was charged for the same plan before
Calling Function via REST API with API Key gives 401 using Zoho Developer
Hi, I created a couple of functions using the one month trial of Enterprise edition, which I was able to call using the API Key method from Postman and from an external site. Now that my trial has expired, I have created the same functions in the Developer
Error due to - 'Internal Exception' when uploading Sign-generated PDF file to workdrive via Deluge in Zoho CRM
Hi I wasnt getting this error a few days ago and my code had not changed, so I'm wondering if there's a Zoho bug somewhere? I am downloading a PDF file from a Zoho Sign url using invokeurl and then uploading it to a Workdrive folder using zoho.workdrive.uploadFile.
Embed CRM record images in email templates
I have email templates that I want to embed dynamic images in their body - not as an attachment. For the context, the image is a QR code individual to each contact. So there are couple of challenges for which I think there is no solution in CRM: 1/ I
Assign multiple departments to multiple helpcenters
Hi there! I have a reseller company for a software and I'm using Zoho Desk as my helpcenter and ticket management system. The software is great and I would like to make a suggestion! With multi-branding activated, your departments that visible in help
Zoho Desk Training
Hello, We've had Zoho desk for a while now, but we run into issues occasionally, and I was wondering if there was a customer who currently uses it and really enjoys the functionality, that would be wiling to chat with us?
Edit default "We are here to help you" text in chat SalesIQ widget
Does anyone know how this text can be edited? I can't find it anywhere in settings. Thanks!
PO Based Advance payment to Vendor
We recommend to introduce a provision at PO to make advance payment to vendors and auto apply that advance paid later at the time of Vendor Bill submission for that PO. This will help us track PO-wise Total Payments.
Converting Customer Invoice to Purchase Bill
Hi, In my service-based business, I sometimes create the customer invoice first, and later I receive the purchase bill from the vendor for the same job. Is there any option in Zoho Books to: Convert a customer invoice into a purchase bill, or Link/associate
Getting Project Template List using the REST API
I am trying to confirm that I can use the REST API to create a project using a project template. The API documentation indicates this is possible by providing the Template ID, but it is not clear at all how to get a list of available Project Templates
How to get Quickbooks Desktop Info into Zoho?
Our team has used Quickbooks desktop for years and is looking at switching to Zoho books in 2026. I want to bring all old sales history over since we use Zoho CRM. I can export Item sales history and generic sales orders from Quickbooks desktop. How do
ZeptoMail API Request
We tried to send mail using ZeptoMail using Django. Following is my payload {'from': {'address': 'abc@abc.com'}, 'to': [{'email_address': {'address': 'xyz@xyz.in', 'name': 'Bhavik'}}], 'subject': 'Report Name', 'htmlbody': '<p>Test</p>'} Following is
Zoho Inventory - Allow Update of Marketplace Generated Sales Orders via API
Hi Inventory Team, I was recently asked by a client to create an automation which updated a Zoho Inventory Sales Order if a Shopify Order was updated. I have created the script but I found that the request is blocked as the Sales Order was generated by
Mass import of documents into Zoho Writer
I'm using Google's word processor at the moment but feel that Zoho does a better job (on the online apps market). Iwant to move my documents (about 50-70) to Zoho but it seems to me that I have to import them seperately. Is it already possible to upload several documents at a time or is this a forthcoming feature? Cheers Rolli :?:
Next Page