Advance Your Churn Predictions with Zia's Usage Data Feature: Event Mapping

Advance Your Churn Predictions with Zia's Usage Data Feature: Event Mapping

Greetings all, 

This is an important and exciting update about feeding usage data into Zoho CRM. To expand the scope of how usage data can be used by Zia, we are introducing a new section called Usage Data under Zia. Users can now easily import, edit, and update usage data within their CRM.

This feature helps you understand if your customers are losing interest or satisfaction with your service, experiencing technical difficulties, or switching to a different platform with the usage data you feed. Identifying these behavioral changes early on can provide valuable insights for businesses to step in and re-engage customers.



Through this enhancement, 
  • Improve the CRM's capability to leverage usage data for Zia-generated insights such as churn prediction, recommendations, and engagement signals.
  • Enable users to link key attributes from usage data to terms that the system can understand for accurate Zia processing.
  • Facilitate the seamless import of usage data from different sources into Zoho CRM.

What's new?

When AI models sometimes struggle to interpret the usage data, customers often find it challenging to use their usage data in CRM systems effectively. Event mapping is a proper mapping mechanism to utilize usage data fully, not missing any opportunity on customer engagement, retention, and personalized service delivery.

With the new Usage Data under Zia, you can map each static set of events to the fields of the custom module. This enhancement helps Zia provide a deep analysis that can help predict more insights. Likewise, your churn prediction goes on, and the data is automatically updated with incoming data whenever your customers engage.

Zia can expand the range of applications for the usage data beyond Churn prediction after being trained with the data. The scope of Zia expands with the full utilization of usage data, helping with the following use cases in other features.
  • Recommendations help you decide what products you can cross-sell or upsell to which customers.
  • Analyze your customers' signals and engagement rates to gain deeper insights.
  • Bring in more accuracy to churn predictions, like when a specific customer is likely to churn.
Additionally, Zoho CRM can now access usage data sourced via API, URL, or any supported file format from any tool to be stored in a custom module. This lowers your dependency on restricted tools.

Let's get started with the details of the enhancement.

What is usage data?

All businesses need transactional data as a base to study user purchase behavior on metrics like customer details, date and time, payment methods, discounts, and inventory movements.

Unlike transactional data, which only includes information about customer purchases and subscription details, usage data tracks how these customers interact with or use them, through an app or a website, concentrating on metrics like frequency, duration, and patterns of usage, helping businesses understand user behavior and preferences. 

Tools like Google Analytics track customer actions, such as logins, interests, purchases, and location, to provide us with this data. It is used for behavior analysis, engagement metrics, churn prediction, and more. 

What is event mapping?

Event mapping is a learning technique for the system so the user can activate Predictions, such as churn prediction. Through event mapping, the system will learn and understand how to interpret usage data. Mapping involves certain data attributes like event name, event timestamp, event initiator, and others.

Why event mapping?

Since event mapping requires the mapping of information, you are directly feeding in more details about the user interactions, easing the accuracy of churn prediction. In simple words, more details give you more accurate prediction.

For instance, a sudden reduction in the amount of logins serves as a significant indication of decreasing engagement, potentially indicating churn. Through event mapping, Zia can anticipate the reasons why a certain demographic of users cease logging in at specific times and whether device-related factors impact their logins.

Moreover, event mapping unlocks various functionalities like calculating churn scores, generating personalized recommendations, and monitoring customer engagement. For example, through Workflow Rules, users can send promotional emails to encourage customers who have not logged in for over 30 days to stay engaged.

Steps to configure:

With the enhancement, import usage data into a CRM custom module, create a mapping of the data called event mapping, and utilize that data for churn prediction and more Zia insights. Through event mapping, AI increases the accuracy of Zia-driven predictions and also widens its scope for personal recommendations and other predictions.

Let's look at this activation in the below steps:
  1. Create a custom module and three (mandatory) fields to store the following data: event name, event timestamp, and event initiator.
  2. Import the usage data from other sources (via API, DataPrep, CSV, or any supported file format) to the created custom module and map the fields. 
  3. In Usage Data under Zia, perform the event mapping to create a way that the system understands.

Availability

DC: All DCs
Editions: Enterprise and Ultimate editions
Release Plan: This feature will be released phase-wise to all DCs

For detailed description and guide, refer to our resources:

    • Recent Topics

    • Feature Request - Make Lead List Larger and Adjustable

      Hi LandingPage team, I recently started using LandingPage and I am happy to share my feedback to help improve the app. I've noticed on the Leads page, there is no option to make the columns wider. It would be great if the comlumns expanded to fit the

    • Zoho Projects - Pin Recent Projects

      Hi Projects Team, It would be great if I could "pin" projects on the Recent Projects list in Zoho Projects. We have some internal projects which we regularly have to add time and some regular client projects. It would be great if I could pin those projects

    • ZDK Error

      I get this error when trying to trigger a CRM Function from Client Script: Uncaught (in promise) ZDKError: {"code":"NOT_ACTIVE","details":{"api_name":"activate_client_from_prospect"},"message":"api is inactive for the given custom function","status":"error"}

    • "Disbursing product components in phases, monitoring them, and displaying only the final product."

      i have a product composed of multiple components, and these components will be delivered to the customer in batches. However, the final invoice should only show the finished product. How can I issue (or release) the components and track their delive

    • Followed Subtasks doesn't show up in the Subtasks Section

      I have a task assigned to me now in the same task, there's a subtask and I am added as the follower on that task Even though I am a follower I still don't see that in the subtasks section The view permission for the profile is Related It's supposed to

    • Tip #39- Strengthen account security with Multi-factor Authentication (MFA) – ‘Insider Insights’

      Securing your organization's data begins with verifying that only the correct individuals have access to it. One of the simplest yet most effective ways to accomplish this is to enable Multi-factor Authentication (MFA) within Zoho Assist. MFA introduces

    • Automate timeout chat tracking with Workflows in SalesIQ

      With our feature-packed Nova release, Workflows has become one of the most powerful tools in Zoho SalesIQ. They let you automate follow-up actions when key events occur, such as when a chat ends, a visitor leaves a bad/good rating, or a lead is updated.

    • Mass edit / Mass update products

      Hi, Is there any way to mass update or bulk edit product fields in Zoho Inventory?

    • Automatic Verification of IMAP Integration Status

      Our sales staff have their O365 email integrated with CRM, over time this integration requires re-authentication via the UI. I can manually check the integration status by accessing Settings -> Channels -> Email -> Email Sharing -> "Configuration Type"

    • Tip of the Week #68– Share and access files faster with Zoho WorkDrive extension.

      Have you ever wasted time searching for the right file to attach to your emails—or worried whether the right people could access it? Without proper sharing settings, files might end up inaccessible to teammates or, worse, visible to people who shouldn’t

    • CV-Library: The Newest Source Booster in Zoho Recruit!

      We’ve expanded your sourcing toolkit — CV-Library, one of the UK’s largest and most trusted online job boards, is now available as a Source Booster in Zoho Recruit. This gives recruiters instant access to millions of UK-based candidate profiles, all without

    • Zoho AI Translate Task as Rest API

      I cant find any docs on how to use Zoho AI Translate Task from a rest api call https://www.zoho.com/deluge/help/ai-tasks/translate.html I am working on a custom Widget and I dont think I can execute zoho deluge ai translate task from a custom widget.

    • Is there the possibility to book less than 250 customer portal users?

      If you use the Creator, which is included in Zoho ONe, you can create a customer portal and give access to a maximum of 3 external people / customers, right? On the Creator website I saw that you can add 250 users for 100€/month. However, we don't need

    • Display Parts custom fields in the Work Order

      Hello, I see that is it possible to add custom fields in the Parts module. Would it be possible to also add those custom fields in the Work Order Module under Parts? This would be very useful for customer who want to showcase more information about parts.

    • Unable to edit Saved Estimates

      We are facing issue with editing the price or discount for a saved estimate for nearly 1 week.

    • Translation Blueprint & Picklists with Custom Values

      Hello everyone, I downloaded the translation file and I'm not finding the blueprint transitions. Does this means that the transitions cannot be translated? Also, the picklist values to be translated in the document are not the same that are actually used the in module. For exemple, for my lead module, the picklist values for Lead Status are : Not-contacted, contacted, junk and lost lead. In the translation document (English to French), this is what I see: PicklistValues.Leads.Lead_Status.Contact

    • How to create a custom sales signal?

      I want to create a custom sales signal for a custom module. is it possible to create one? If anyone know please let me know

    • Only show products in offers based on lead source

      We work with several lead sources, each with their own products and different pricing. For example, one product might have two or three different prices. Sometimes, when creating a quote, the wrong product is accidentally selected. Is there a way to only

    • Narrative 7 - The importance of data sharing

      Behind the scenes of a successful ticketing system - BTS Series Narrative 7 - The importance of data sharing Definition Data sharing requires a commitment to preserving the integrity and dependability of shared data throughout its entire lifecycle. This

    • TrueSync regularly filling up my local disk

      Seems that WorkDrive's TrueSync randomly starts filling up my local hard drive space. None of the folders have been set as "Make Offline" but still it seems to randomly start making file offline. The settings of the app is so minimal and is of no real

    • Check out in Meetings

      Why there is no check out in Meetings of Zoho CRM, very difficult to track

    • Issue with Zoho Projet

      Zoho Project on all the cellphones of my customer is crashing. He has mixed brands (Samsung and Pixel). Everything is fine on website and mobile website. Could not reproduce the issue in workshop using Samsung/Pixel/iPhone Uninstallation of Zoho Project

    • SecurePass email English language issue -- please hire someone to correct the English language issues sprinkled throughout your interface

      I wrote previously about some incorrect English in your SecurePass offering. After about six months it was corrected. I have never revoked permission before today and just discovered another language mistake that was not corrected. When you revoke a SecurePass

    • Published Components

      @zoho team, Checking if we can add a password for the public links as we have non-licensed users

    • Zoho Creator customer portal users

      Hi, I'm in a Zoho One subscription with our company. I'm running a project now that involves creating a Zoho Creater application and using the Zoho Creator Customer Portal.  At most we need 25 customer portal users. In our Zoho One plan we only get 3

    • Please Enable Snippets for Agents Adding Comments

      Snippets and templates are currently enabled for agents when they use the reply functionality. There is currently no way to add a template or snippets when an agent comments. This is really weird. Our agents don't use the reply functionality, only the

    • Tip of the Week - Extracting Data from JSON Columns

      Let's say you are importing a CSV or Excel file into Zoho Analytics. What if the file contains a few columns in JSON format? This is where Zoho DataPrep, embedded right within Zoho Analytics, comes in handy. This week's tip explains how to extract data

    • Deluge UI Updates

      Are there any updates planned for the Deluge UI in Zoho Desk? It feels quite dated and lack-lustre after you've spent some time in the CRM Deluge UI.

    • Zia Agents - Follow Ups

      It would be nice to have Zia Agents do follow ups. A lot of times agents are trying to schedule things with users and they say "can we set your printer up tomorrow?" and the user never says anything. A way to have a personalized reminder to the user automatically

    • Hide Agents name in Ticket Responses in "My Area"

      We were able to hide the agents name in the emails, however, the customer is able to see which agent has responded to a ticket in the thread of emails by going into their Help Center thread. Is there any way we can hide that information?

    • Option to Automatically Update Extensions

      Hello Zoho Desk Team, We recently received an email notifying us about an extension update that must be done manually. We’d like to request a feature that allows extensions to be updated automatically without requiring manual intervention. This would

    • Embed Report with Auto Height

      Hello Developers, When we embed report within Page, we are getting one awesome feature to adjust the report height. "Auto" and "Custom' height. This "Auto" option works well when we have no records. But I want to embed report based on some conditions

    • Zoho Payroll: Product Updates - August 2025

      This month’s updates to Zoho Payroll bring enhanced efficiency and smarter features, simplifying payroll management for users in India, UAE, KSA, and US. Read on to explore how these updates can streamline your workflow. Filter Pay Runs by Type (India,

    • Numerical Rating for Interviewer Assessments

      Introducing Numerical Rating, a powerful new addition to interviewer assessments that brings precision and flexibility to candidate evaluations. ✅ What is Numerical Rating? Numerical Rating lets interviewers assign a score for each question in the assessment,

    • User Tips: Adding Multiple Products (Package) to a Quote v2.0 (with Client Script)

      This solution is an improvement on the original idea which used deluge. My solution was posted in the comments are: https://help.zoho.com/portal/en/community/topic/adding-multiple-products-package-to-a-quote The updated version uses client script instead

    • Are downloadable product available in Zoho Commerce

      Hi all. We're considering switching to Zoho Commerce for our shop, but we sell software and remote services. Is there a features for downloadable products? I can't find any information about this. Thank you very much Alice

    • Need Faster Help? Try Live Chat Support

      Hello there, We understand that sometimes, whether you’re facing an issue, exploring a feature, or need quick clarification, sending an email and waiting for a response just doesn’t cut it. You need answers, and you need them now. That’s exactly why we

    • Custom image for each contact using merge tag

      Hi, I'm wondering if it's possible to set up an email campaign to display a different image for each contact using a custom field for the image url. I tried inserting custom html: <img src='$[UD:APP_IMAGE_URL||]$'/> but the editor seemed to reject this and did not actually add anything to the email template. Has anyone got any ideas? cheers, Jeremy

    • Comment Reactions like a Thumbs Up

      Can we please have the ability to emoji react on comments or at the very least, thumbs a comment up? Literally every other project management system out there can support this and it is very much needed to just acknowledge a comment instead of completely

    • Zoho Mail Search Engine Sucks

      Hello There! I really like all the features of Zoho Mail and I believe is way better than Gmail except for the Search Function. I believe Zoho Mail has a very poor search function, if you misspelled a word in the search box, Zoho Mail won't display any

    • Next Page