We are delighted to open up the next major version, Zoho Analytics 6.0 Beta! The new version comes packed with a wide range of functionalities for all persona, namely business users, data analysts, data engineers, and data scientists. Zoho Analytics team has meticulously developed these functionalities with a focus on current and future business needs, incorporating valuable user & market feedback.
New capabilities in Zoho Analytics 6.0 Beta includes more data connectors, new visualizations, new interactions, advanced analytical models , the ability to build custom ML models, and 60+ features.

Note: 6.0 Beta is now available in all paid plans to try out. Features available in specific plans are annotated inline.
1. Data Connectors & Data Management
New Connectors
We are expanding our already available 500+ data connectors with 25+ new connectors for big data platforms and business applications that includes Yellowbricks, ClickHouse, Dremio, Zoho Connect, Zoho Marketing Automation, Zoho Backstage, Amazon Seller Central, Airtable and many more.

Also, managing data has now become easier with the following features -- Audit history, Sync history, and Import roll back.
Audit History
Audit logs are crucial for maintaining security and troubleshooting issues. They provide a comprehensive record of user and system Actions, including details of the time when the action occurred and information about the administrator who performed the action.

Sync History
Sync history provides a detailed record of data synchronization activities, making it easy for the administrators to track the status of each data sync. The sync operations are color-coded for immediate recognition. Successful data syncs are indicated in green, and failed data syncs are marked in red with the reasons for failure along with the necessary action to be taken.
Import Rollback 
Automated imports can sometimes have errors and inconsistencies in data, and this can affect the data quality and the results. The import rollback capability reverts the current data import version to its previous version without affecting the existing data flow and analysis, ensuring data integrity.
Unified Metrics
Workspace will have data imported from varied sources, and each data source or table will have different metrics (aggregates) computed for analysis. A unified metrics consolidates all the metrics used across the workspace, helps in standardization, promotes usage, and avoids duplication.
Data Bucketing
Categorize or group data points easily with the Bucket Columns options in Zoho Analytics. (Until now, users had to write formulas to achieve this; now, it is available as an inbuilt option.) Bucketing reduces the number of distinct values (cardinality). It facilitates the transformation of numerical data into different categorical bins and makes data analysis easier.
2. Visual Analytics
Zoho Analytics supports 7+ new chart types (on top of 50+ existing ones) with extensive customization options to enhance the presentation and interpretation of the data.
- Sankey charts are best suited for visualizing the flow of any process, as they clearly capture the movement of data from one point to another. It helps understand the movement of events through interconnected lines.
- Racing charts are animated views that are best suited for visualizing the changes in the data over a period of time where the relative ranking of categories is important. They highlight and help comprehend the fluctuations and progression in the data. These types of charts grab the user's attention instantly, providing an immersive experience and helping craft a compelling story about the data.
- Spark lines are compact charts that show the trends and variations in the data without taking up much space. They are widely used alongside pivot tables and help grasp trends and allow quick comparison of metrics across different fields. Zoho Analytics supports three variations that includes line chart, area chart, and bar chart.
- Geo Map Layering, add multiple data layers to the geo map to visualize various dimensions of information. This feature includes interactive options for enhanced data exploration.
- Sunburst charts represent hierarchical data through a series of rings, or concentric circles. Each ring corresponds to a level in the hierarchy. The central or innermost circle represents the root node, or the top-level category. Moving outwards, each subsequent ring represents a subcategory, where the outermost ring is the leaf node. The size of each arc in the ring is proportional to the value of the data.
- Conversion bar charts show the connected stages of a process and the gradual decrease in data as it moves through different stages of the process. Each stage is represented by a bar, with a step or stair case pattern indicating the shift in values (along with conversion percentage) at each stage.
- Tree Map is a visualization composed of differently-sized rectangles that represent your data values. This is beneficial when you want to depict the part to whole relationship among various categories.

Zia Suggestions
Now, with the new Zia Suggestions, you can effortlessly receive insightful chart recommendations while you are in the creation process. Zia suggests a variety of charts suggestions tailored to your data, allowing you to preview and apply them seamlessly with just a click.

Global User Filter in Dashboards
You can now have a common user filter across all tabs in the dashboard. Global user filter gets applied across all reports in all tabs of the dashboard.
3. Advanced Data Analytics
Zoho Analytics now supports two more advanced data analytics methods: Anomaly Detection and Cluster Analysis.
Anomaly Detection 
Anomaly detection helps you to flag outliers in your data or metrics easily. You can now create charts which highlight anomalous points visually for your attention and action. Zoho Analytics deploys robust ML algorithms and various statistical models for detecting outliers.
Cluster Analysis 
Cluster analysis groups similar data points together based on certain factors or conditions. Each cluster contains data points that are more similar to each other than to those in other clusters, reducing the complexity of the data. Zoho Analytics deploys K-means, K-modes and K-prototypes algorithms for clustering the data points.
Alerts Based on Threshold and Anomalies
Set data alerts based on thresholds and anomalies to ensure timely identification of vital change in the key business metrics and potential issues.
Ask Zia Bot in Microsoft Teams
Combine the generative AI capabilities of Zoho Analytics' Ask Zia with Microsoft Teams. Get answers to your data queries, access key business insights quickly, predict future trends, and build reports right from within Microsoft Teams with Ask Zia bot.
4. Build your ML Models with AutoML & Code Studio
Auto ML 
Automated machine learning provides a code-free (low-code/no-code) experience to train, verify, and build custom machine learning models with high efficiency. The simple and user-friendly design makes it possible for people with varied data-level expertise to create ML models easily for their custom needs.

Code Studio 
Python Code Studio enables you to build/import custom logic and ML models for your specific data preparation, transformation, enrichment, and analytical modeling needs.

5. Data Storytelling
BI Fabric
Create unified BI portals for your organization's business needs. Collate reports from other BI applications like Tableau and Power BI. Having a unified portal improves collaboration, promotes centralized accessibility, and makes it easy for C-level executives to make robust business decisions.
Visual Zia Insights
Zia Insights now provides visual narratives! Visuals help process information far more efficiently than lengthy text descriptions. These visuals facilitate multi-dimensional interpretations like comparison, contribution, distribution, trends and proportions.
Zia Insights -Multilingual Support
Zia Insights is now available in French and Spanish. Users can choose their preferred language when accessing Zia Insights for a specific report.
Export as PPT
Export multiple views as a Microsoft PowerPoint presentation. Enhance security by protecting the file with a password.
6. More enhancements
Rank within Filters
Identify and analyze top and bottom performers across various dimensions. The rank-based ability helps find the top or bottom performers within and across individual groups without having to write complex formulas.
Date and String data types in Aggregate Formula
Zoho Analytics now supports the date and plain text as return data types in aggregate functions. This improvement proves immensely beneficial in scenarios such as cohort analysis, project milestone tracking, and various other use cases.
White Label CSS Customization
Elevate the visual appeal of your white labeled product and align it with your brand through the CSS customization feature. This latest addition to Zoho Analytics enables you to customize text, colors, and more on pages, tabs, selections, hover options, enhancing the overall look and feel.
Right to left User Interface
Zoho Analytics now supports a right to left user interface. This option is best suited for languages like Arabic and Hebrew that are read from right to left.
Security
At Zoho Analytics, ensuring data privacy and security remains our topmost priority. We have implemented additional measures to strengthen security through the following enhancements.
Zoho Directory
Zoho Analytics' integration with Zoho Directory allows administrators to handle identity and user access management with ease. You can now easily setup Single Sign-on, setup Active Directory sync, manage user access, etc.,with Zoho Directory.
Workspace Level IP Restriction
Configure workspace-level IP restrictions for enhanced security and to prevent unauthorized access. Previously, IP restrictions were available only at the account level.
Zoho Analytics Mobile App
The Zoho Analytics Mobile app has been upgraded as a native app, optimized for your specific device. This enhancement provides faster loading times, high-quality visuals, and advanced security features specific to your device's operating system to protect your data.
Email Schedule APIs
A new set of APIs are now available for managing your email schedules. These APIs enable you to create, update, trigger and delete email schedules easily.
Features in Private Beta
ChatGPT in Ask Zia
Ask Zia now integrates with ChatGPT assisting you to write complex queries and formulas for effective data analysis.
Diagnostic Analysis
Zia insights now supports diagnostic analysis helping you understand the root causes for a certain outcome.
Custom Connector
Zoho Analytics now enables you create your own integration with third party applications.
Try Zoho Analytics 6.0 Beta!
Do try out the new features and share your valuable feedback with us at
support@zohoanalytics.com. Your suggestions are crucial to helping us improve and serve you better.
Recent Topics
ASAP iOS SDK – Xcode Compatibility Update
Hello everyone, We have been delivering the ASAP iOS SDK developed using Xcode 16.1 to provide Help Center support within mobile applications. Thus, ASAP iOS SDK versions upto 4.5.8 are compatible with development environments running in Xcode 16.1 and
Not able to import transactions from Razorpay
Hi, tried implementing Razorpay integration with books,also added a webhook, but while this added a razorpay clearing account it does not have any data in it. Neither is it getting updated with new transactions happening on Razorpay. This problem is compounded
A note-taking app right inside your project management space
How do you feel when you check off the last task from your to-do list after a long day at work? Euphoric, blissful, satisfied? Now, imagine completing the same checklist from your PM platform, without juggling tools. Sounds simple and handy? That’s exactly
Email Forwarding: Maintain business continuity
As an administrator, ensuring uninterrupted email communication is critical when a role-based employee is unavailable due to extended leave or a temporary role change. Emails from customers, partners, and internal teams must continue to be received and
Tip #61- Collaborate live with Invite Technician- 'Insider Insights'
Hello Zoho Assist Community! From the series of Technician Console, we will be exploring Session. Let's jump right into a brief overview. We’ve all been there: you’re deep into a complex remote session, and you realize you need a second pair of eyes.
How to integrate Zoho CRM, Zoho Forms and a WIX Web Site
Attached video demonstrates how to use Zoho Forms included in Zoho One, to design a Contact Us form to be embedded into a WIX web site and integrated into Zoho CRM.
Bug Causing Major Sync & SO Access Failures in Zoho POS
We are experiencing critical and recurring issues in Zoho POS that all trace back to role-permission handling defects in the latest POS app version. These issues directly affect syncing, login ability, and Sales Order access for role-restricted users
How to send push notification to mobile if new lead created in Zoho CRM
I have a scenario whenever a leads are created via API I want to see push notification to my mobile(iOS) where I installed Zoho CRM.
Add Custom Reports To Dashboard or Home Tab
Hi there, I think it would be great to be able to add our custom reports to the Home Tab or Dashboards. Thanks! Chad Announcement: The feature is being rolled out across DC's and Edition in phases. To know more refer to the announcement post here.
How to block whole domain?
I am getting at least 50-75sometimes over 100 spams emails a day. I see a lot of the spam is coming from .eu domains. I would like to block /reject all email coming for the .eu domain. I do not have any need for email from .EU domains. Why won't the BlackList
Hiding Pre-defined Views
You can enhance Zoho with custom views - but you cannot hide the pre-defined views. Most users focus on 4 or 5 views. Right now for EVERY user EVERY time they want to move to one of their 4 or 5 views - they have to scroll down past a long list of pre-defined
why can't agent see accounts & contacts
My new user, with 'Agent' privileges, cannot see records that don't belong to them. How can I give them access? Why isn't this the default configuration in Zoho?
【Zoho CRM】フィルター機能のアップデート:ルックアップ項目を使ったデータフィルタリング
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。 今回は「Zoho CRM アップデート情報」の中からフィルター機能のアップデートをご紹介します。 ルックアップ項目を使ったデータフィルタリングがより詳細に行えるようになりました。 この機能は詳細フィルターとカスタムビューで利用でき、必要な情報を正確に取得できます。 これにより、タブ間を移動することなく、より深く正確な方法でデータを絞り込むことが可能になります。 ◉できること 詳細フィルターとカスタムビューで、ルックアップ先タブの項目が選択可能
Zoho Books | Product updates | July 2025
Hello users, We’ve rolled out new features and enhancements in Zoho Books. From plan-based trials to the option to mark PDF templates as inactive, explore the updates designed to enhance your bookkeeping experience. Introducing Plan Based Trials in Zoho
Zoho Books | Product updates | August 2025
Hello users, We’ve rolled out new features and enhancements in Zoho Books. From the right sidebar where you can manage all your widgets, to integrating Zoho Payments feeds in Zoho Books, explore the updates designed to enhance your bookkeeping experience.
Weekly Tips: Protect Confidential Information with PGP in Zoho Mail
We deal with confidential information almost every day, whether it is being sent out or received. Though emails sent using Zoho Mail are encrypted both during transit and at rest, attempts to access and steal your sensitive data are always a threat that
Quotes Approval
Hey all, Could you please help in the following: When creating quotes, how to configure it in a way, that its approval would work according to the quoted items description, not according to quote information. In my case, the quote should be sent to approval
Important Update: Facebook Pages API Deprecation
Dear Zoho Analytics users, As of January 26, 2026, Facebook has officially deprecated Facebook Pages API version 18. This update involves the removal of several metrics that were previously supported by the API. As a result, these changes will affect
Adding a Deal to and Existing Contact
I want to easily add a Deal to an existing Contact. If I click on New Deal on the Contact page this currently this is what happens: All of the mandatory field (and other field) information exists within the Contact. Is there a simple way for it to automatically
Default font size for printing is too big
A recent issue in printing e mails is that the default font size is huge. This happens in both Edge and Firefox. In order to get what I would call a "normal" printout of an e mail it is necessary to go into the printer preferences / options and set the scale to 75%, otherwise a short e mail with signature and logos etc printed at 100% can take 3 or 4 pages. The annoying thing is that it is necessary to do this each time a printout is to be made as a change in scale only applies to that particular
Custom SMTP is now available in Zoho Sign
Hi there! Want to send Zoho Sign emails from your organization's or personal email server? Look no further! Zoho Sign has introduced custom Simple Mail Transfer Protocol (SMTP) for Enterprise users across all data centers. By enabling custom SMTP, you
ZohoMail is so close to being Perfect BUT
Why don’t you have HILIGHTING???!! I've been trying to find a substitute for Edison Mail but I want & need hilighting (preferably in more than just yellow)! Is this even on your To Do list? I’m so disappointed. 🙄
Deleting a memorized email address
How can I delete a memorized email address? Even though the address has been deleted from Contacts, Zoho mail still auto suggests the address when typing it into the TO field. Thanks!
cant upload images in signature- urgent help needed. ta!
HI, I have been trying to insert the company logo in the signature. i have tried it several times since yesterday, the longest I waited was 1 hour and 12 minutes for the pop up window to upload a 180 KB .jpg file. what am i doing wrong.. an urgent reply
How do I get complete email addresses to show?
I opened a free personal Zoho email account and am concerned that when I enter an email address in the "To", "CC", fields, it changes to a simple first name. This might work well for most people however I do need to see the actual email addresses showing
Email was sent out without our permission
Hi there, One customer just reached out to us about this email that we were not aware was being sent to our customers. Can you please check on your end?
Flexible Partial-Use Coupons (Stored Value Credits)
Subject: Feature Request: Ability for users to apply partial coupon balances per transaction Problem Statement Currently, our coupons are "one-and-done." If a user has a $50 coupon but only spends $30, they either lose the remaining $20 or are forced
Migrating Brevo Automation Logic to Zoho Campaigns
Hello Zoho Campaigns Support Team, I am in the process of migrating my email marketing from Brevo to Zoho Campaigns. I have around 10,000 contacts, which I have already successfully exported from Brevo and imported into Zoho Campaigns. I now need guidance
Is there a way to delete workspaces?
I want to remove one of the workspaces in my Campaigns account. I don't see any obvious way to do this. Am I missing something?
Make CAMPAIGNS email look as simple as possible
Hi there I'm trying to make my Campaigns email look as much like a normal email as possible. I'm a bit stuck with the "justification" of the email email block. Can I LEFT JUSTIFY the "whole email" to make it look "normal"? (Please see screenshot attached)
Canadian Banks ?
Can you advise which Canadian Banks can be used to fully sync credit cards and bank accounts? Thanks
Sorry! we encountered some problems while sending your campaign. It will be sent automatically once we are ready. We apologize for the delay caused.
Hello. Lately we are having problems with some campaigns, which show us this error message. Sorry! we encountered some problems while sending your campaign. It will be sent automatically once we are ready. We apologize for the delay caused. We can't find
Can I remove or divert certain contacts from an active Campaigns workflow?
I have created a workflow in Zoho Campaigns, which sends different emails, once contacts have been added to a mailing list. To choose which email to send to the contacts, there are conditions, which divert contacts based on their company type and their company size. There was a subsection of this workflow, where company size wasn't selected correctly, and some contacts have been sent down the wrong path and received the wrong email. The workflow contains a reminder loop and a further series of emails.
How to map fields from Zoho Recruit to Zoho People
I've got these fields from my Job Offer that I'm trying to map to the Work information fields in Zoho People, but they arent showing up. For example, how do I get the department name field (in the job post) to map to the work information field in Zoho
UTM in zoho campaigns
Helloo everybody!!! Someone know how IF ZOHO CAMPAIGNS has UTM for tracking the url of any campaigns. thank u
Full Context of Zoho CRM Records for Zia in Zoho Desk for efficient AI Usage
Hello everyone, I have a question regarding the use of Zia in Zoho Desk in combination with CRM data. Is it possible to automatically feed the complete context of a CRM record into Zia, so that it can generate automated and highly accurate responses for
Knowledge base printing
I saw a posting about printing the knowledge base as I was looking for the answer, but we would like the ability to print out the entire knowledge base with a click, keeping the same organization format. Bonus would include an index of keywords and
Updates for Zoho Campaigns: Merge tag, footer, and autoresponder migration
Hello everyone, We'd like to inform you of some upcoming changes with regard to Zoho Campaigns. We understand that change can be difficult, but we're dedicated to ensuring a smooth transition while keeping you all informed and engaged throughout the process.
How do i integrate google analytics to Zoho Campaigns?
Looking to track Zoho Traffic from email Current topic is outdated
How do teams manage meeting follow-ups across Zoho tools?
We’re using Zoho tools for collaboration and tracking, but managing meeting notes, action items, and follow-ups across teams is still challenging. Curious how others are handling this within Zoho workflows. Are there best practices or integrations that
Next Page