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
Pricing calculator
Alright, so I'm trying to create a pricing calculator/pricing report generator to use in a cabinet shop. I did all the logic and such, and the calculator works. I have a few other things that I would need it to be able to do though, I'll do my best to
Bug Details
In the Bug detail the milestoneid is missing
Establishing new Zoho email account on laptop
Good Morning: I am very long time Outlook business user and decided to try your email service last night and had established an account. I am trying to verify my account; how do I establish my Zoho email account on my laptop? I opened the account with
Stop completed task lists from disappearing?
Is there any way to stop projects from making tasks lists disappear when all the tasks in the list are completed? That's one of those little things where we're constantly fighting the product. For instance we have some projects which are ongoing - no start and end date. We use Kanban view to show the various task lists. We don't want the kanban list to disappear every time the items on it happen to be closed out. Thanks
One Contact with Multiple Accounts with Portal enabled
I have a contact that manages different accounts, so he needs to see the invoices of all the companies he manage in Portal but I found it not possible.. any idea? I tried to set different customers with the same email contact with the portal enabled and
Change of Blog Author
Hi, I am creating the blog post on behalf of my colleague. When I publish the post, it is showing my name as author of the post which is not intended and needs to be changed to my colleague's name. How can I change the name of the author in the blogs?? Thanks, Ramanan
Allow customers to choose meeting venue and meeting duration on booking page
My business primarily involves one-to-one meetings with my clients. Given the hybrid-work world we now find ourselves in, these meetings can take several forms (which I think of as the meeting "venue"): In-person Zoom Phone call I currently handle these
Booking outside of scheduled availability
Is there a way for staff (such as the secretary) to book appointments outside of the scheduled availability? Right now to do this special hours must be set each time. There should be a quicker way. Am I missing something?
Operation Questions.
Hello, I hope you are well. To explain a little, we are a company that sells services and products with a technical team responsible for installation and maintenance. Zoho FSM can be useful for the technical team, namely for the technical coordinator
Direct Access and Better Search for Zoho Quartz Recordings
Hi Zoho Team, We would like to request a few enhancements to improve how Zoho Quartz recordings are accessed and managed after being submitted to Zoho Support. Current Limitation: After submitting a Quartz recording, the related Zoho Support ticket displays
Update date & time when a cell is edited
Hi All, I am desiring to have a cell update with the current date and time when another cell is edited. Any ideas? Thank you
Add "Groups" to "Share With" on Reports & All Entries
Hi, On Forms we can share Publicly, with Specific Users And/Or Specific Groups or All Users. With Reports and All Entries we lack the "Groups" option, please add this as with many users this saves a lot of work. Thanks Dan
Add Pause / Resume Option to Zoho Quartz Recordings
Hi Zoho Team, We would like to request an enhancement to Zoho Quartz recordings: the ability to pause and resume an ongoing recording. Current Limitation: At the moment, when recording an issue with Zoho Quartz, the recording continues even when we are
Custom Fields Not Showing Up in Invoice PDF Template Document Information
I have added 2 custom fields under Sales > Invoices > Manage Custom Fields. They are set to show in all PDFs. However when I am editing my Invoice PDF template, i do not see the custom fields under Document Information.
Tracking Non-Inventory Items
We have several business locations and currently use zoho inventory to track retail items (sales and purchase orders). We were hoping to use zoho inventory to track our non-inventory items as well (toilet paper, paper towels, etc). I understand that we
ZOHO Books
Hi there, Why after I upgrade my Zoho invoice > Books then i wanted to add plugin which i cannot do. Please advise.
How is Your eCommerce Experience w/Zoho Inventory?
First off, I'm SUPER grateful for the advent of Zoho Inventory and now the Zoho Commerce Suite. Overall, Inventory is a great product, especially for customers without an eCommerce presence. For eCommerce companies (especially those shipping more than ~10 packages/day), however, there are certain drawbacks that keep my clients from moving over to Zoho Inventory: Cons: 1. Invoice + Package Creation from Shopify/Other eCommerce Integrations: Zoho Inventory makes the somewhat perplexing decision to
Simplify Mass Replies with Predefined Templates and Snippets
Hello everyone, We are happy to introduce a new enhancement to Mass Reply that helps agents respond to customers quickly and consistently. With the addition of Email Templates and Snippets in the reply window, agents can use predefined messages while
Mapping custom fields from one module to another
I have a custom field, "Subscription Period" that appears as a required field in every Opportunity (Potential). I want that field to appear on any Quotes derived from that Opportunity (and have created a custom field of the same name in Quotes for that
The Social Wall: November 2025
We’re nearing the end of the year, and the holiday season is officially kicking in! It’s that time when sales peak and your social media game needs to be stronger than ever. We’re back with exciting new updates across AI, analytics, and the mobile app
Item name special charaters <>
Im trying to input speical characters such as < and > into item name and item description but comes up with following error: Invalid value passed for Item Name and Invalid value passed for Item Description How do i allow speical characters?
How to update Multi File upload field
Assume that i have a multi file upload field,how can i update the same field again?
Customer Address Not on Standard Invoice when Address is on Contact Record
Hi, I entered the customer billing and shipping address in Zoho CRM. I created an invoice in Zoho Books with the same customer contact. The contact is correctly in Zoho Books with the billing and shipping address. The invoice for the customer does not
Apply partial payments to invoices from the Banking Module
We need this! Why is this not possible?
Welcome to the Zoho Show Community Forums page!
Hello everyone, The Zoho Show community is a place for you to discuss and share anything and everything related to Zoho Show Presentations, our online presentation software. It includes users from all over the globe and all walks of life. Our community helps answer your Zoho Show questions with responses from other knowledgeable community members to give you the best experience creating and designing exciting presentations. Along the way, you'll meet recognized experts from our software team and
How can I convert an existing contact into a lead?
I imported many contacts into ZOHO CRM. In order to select a few of them as leads, I want to mark or convert a few hundred as Leads. Who can I do that?
Introducing Dedicated Modules for Plans, Addons, and Coupons in Zoho Billing
We’ve enhanced the way you manage Plans, Addons, and Coupons in Zoho Billing. Previously, all three grouped together under Subscription Items. Now, each one has its own dedicated module, giving you a cleaner and more intuitive experience. This update
Price book functionality enhancement
A common use of price books is to create a price book for a given customer level or contract with a specific company. Given that this is done at a company/customer level it would be great to see a way to associate a price book to a given customer and
Contact data removes Account data when creating a quote
Hi, Our customer has address fields in their quote layout which should be the address of the Account. They prefill the information, adding the account name - the address data is populated as per what is in the account - great. However when they then add
Can we have 24x7 live support for Zohobooks ?
Can we have 24x7 live support for Zohobooks ?
Important update about notification security in Business Messaging SDK
As part of our ongoing effort to strengthen the security of notification data, we have enhanced how notifications are processed and protected in our applications. These improvements ensure that all notification related data follows the most up-to-date
Cannot add my name to my domain name
I want to have My name@mydomain.com and it says my name is linked to another account already. Please fix it since I do not have another account.
Sync Zoho Marketing Automation with Zoho Forms
I can't find a section where the integration between Zoho Marketing Automation and Zoho form is explained. And how form subscription works with opt-in and consents.
What is the difference between Zoho Campaigns and marketing hub?
Zoho Campaigns is a permission-based email marketing tool for sending marketing emails and mass emails. Marketing Automation is a multichannel marketing automation tool that caters to organizations looking for tools to engage their users across multiple
Webhook not firing.
I created a webhook using the Web UI, it looks very nice and the testing worked without an issue, but when i save/ update a ticket, the webhook is not firing. Here are the details of the web-hook i get from using the API "modifiedTime": "2019-10-22T09:23:37.380Z",
Duplicate customers being created in Desk
Hi I've trying to work out why I've getting duplicated customers being created in my desk. I have an external booking system that generates an email when I get a customer booking a job. A booking email gets sent to Desk where I manage the booking and
Creating a custom CSV file using deluge script/
I have an application I have developed and the client wants us to place an export file in csv onto an ftp server daily. Now I don't see au options in creator to change the separator to anything else. The client wants the separator to be the pipe symbol "|" I think i would be able to create schedule with some code to create the appropriate data in a string using deluge script but I haven't seen any functionality that would allow me to deposit that data as a file anywhere or attach it to an email
Can we add custom fields to portal community profiles?
How do we add custom fields to our profile pages in our portal community? If we have the ability to add custom fields, will we be able to access those fields via API? We want to use our Desk community in our help portal as our primary community and would
E-Invoicing in Belgium with Zoho Billing
Starting January 1, 2026, Belgium is introducing mandatory electronic invoices (e-invoicing) for all B2B transactions between VAT-registered businesses. Invoices and credits notes must be exchanged in a prescribed digital format. How E-Invoicing works
LENTITUD EN RECIBIR MAIL
Buenas tardes, Estamos experimentando lentitud en la recepción de correos electrónicos.
Next Page