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
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.
Integrating Zoho Suite and apps more with Linux
I just got introduced with Zoho just couple of months ago, and I've already planned to contribute to it, even though it's not an open-source software. Still I have found it's potential to beat the tech giants and still being respective towards data privacy
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 CRM for Everyone's NextGen UI Gets an Upgrade
Hello Everyone We've made improvements to Zoho CRM for Everyone's Nextgen UI. These changes are the result of valuable feedback from you where we’ve focused on improving usability, providing wider screen space, and making navigation smoother so everything
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
WorkDrive issues with Windows Explorer Not Responding
We are using WorkDrive to collaborate on editing video content. We have a lot of files and quite a few are a few gigs. Recently anytime I try and work with the files Explorer freezes for a couple minutes whether it's dragging the files into Premiere or
Fix the speed
It takes ages to load on every step even though my dataset is quite small.
Capture Bank Charges for Invoice Payments
We've added the Bank Charges field in the "Add Payments" page both in Zoho Invoice & Zoho Books. So all you need to do is to enter the bank charges when you record a payment for the invoices. This bank charge will be included to the amount paid for that invoice. Steps to add the bank charges while you record the payment: 1. Click the "Invoices" sub-tab under the "Money-In" tab. 2. Click the 'add payment' link for the invoice that you wish to record the payment for. 3. On the add
Conditional Layouts On Multi Select Field
How we can use Conditional Layouts On Multi Select Field field? Please help.
Fill Mail Merge document up with subform fields of an Inventory module record being in the Related List
Hi, I try to insert subform fields from an inventory module record being on the Related List of another inventory module record into a Mail Merge template without success. For example: we use ratecards in licensing and this ratecard items are available
How can we add products using a Wizard?
We want to create a Wizard to add products. Why is there no possibility to use the products module when creating a wizard?
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.
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.
Disable Smart Filters By Default
The smart filters "feature" is causing confusion for Zoho Mail users. New emails should be delivered to the inbox unless they have specifically opted to redirect them somewhere else. People don't understand that new emails might be waiting in a random
ME SALE ESTE ERROR: No fue posible enviar el mensaje;Motivo:554 5.1.8 Email Outgoing Blocked
Ayuda!! Me sale este error al intentar enviar mensajes desde mi correo electronico de Zoho! Tampoco recibo correos pues cuando me envia rebotan. Ayuda, Me urge enviar unos correo importantes!! Quedo atenta MAGDA HERNANDEZ +5731120888408
Client Script | Update - Client Script Support For Custom Buttons
Hello everyone! We are excited to announce one of the most requested features - Client Script support for Custom Buttons. This enhancement lets you run custom logic on button actions, giving you greater flexibility and control over your user interactions.
Zoho Mail not working
Zoho Mail not working
Product line search in quotes
Is there a way to change the search setting when you add a product line to a quote. We have created a field in products called 'Part Number' and I would like when I'm adding a product line to the quote that I can search on that field. At the moment it only searches on product description. In products I can search on the 'Part Number' field Any help welcome.
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
Next Page