Expand Zoho Analytics Spatial Capabitlities

Expand Zoho Analytics Spatial Capabitlities

Dear Analytics team

Thanks for the great product - I'm a big fan on Analytics and the monthly release highlights is one of my favourite emails to receive.

I'd like to request expansion and improvement of Zoho Analytics spatial data capabilities, namely:

Increase file size limit above the 15MB cap
With complex polygons and large datasets, it's very easy to exceed this cap.

Add support for geopackage file type (.gpkg)
geopackage is based on the SQLite format, with a quick experiment I was able to successfully import data from a geopackage except for the geometries

Add support for parquet/geoparquet file format
Parquet is fast becoming a popular file format, especially for large datasets

Add support for DuckDB (version >= 1.5)
DuckDB version 1.5 brings native support for the GEOMETRY type (spatial features). Adding support for DuckDB would enable another popular avenue for data import

Add more spatial functions to the sql queries function list
More spatial functions are supported in Formula columns than in Query tables - could we bring parity here?


Standardise spatial function naming with ST_ prefix
Rename `make_point()` and `make_line()` to ST_MakePoint() and ST_MakeLine. The 'ST' makes it clear we are working with spatial types, and matches the convention used in the wider geospatial ecosystem


Not looking to turn ZA into a fully-fledged GIS tool, but I would like to see more progress on the spatial side of Zoho Analytics. Being able to visualise data as maps is hugely impactful for analysts and business leaders alike, so upgrades in this department will not go unappreciated!


Does anyone else feel limited by the spatial capabilities in Zoho Analytics? Would anyone else like to see expansion here?


      • Topic Participants

      • Liam

      • Sticky Posts

      • What's New in Zoho Analytics - August 2026

        Hello Users! This month puts you in control of how your analytics moves: promote content safely between workspaces with Deployment Management, govern data access and sign-in more precisely, and make your forecasts smarter with external drivers. There's

      • What's New in Zoho Analytics - June 2026

        Hello Users! This month is about meeting your data wherever it lives: reaching it from AI assistants, bringing it in from more sources, and keeping it flowing with less manual effort. Here's what's new across Ask Zia and AI, data import, integrations,

      • What's New in Zoho Analytics - February 2026

        Hello Users! We're back with another round of updates for Zoho Analytics. This month's release focuses on giving you greater flexibility in how you visualize, manage, and act on your data - with new features like custom visualizations, remote MCP server,

      • What's New in Zoho Analytics - May 2026

        Hello Users! We're back with another round of updates for Zoho Analytics. This month's release focuses on giving you greater flexibility in how you visualize, manage, and act on your data. We are introducing richer data visualizations, smarter AI-powered

      • What's New in Zoho Analytics - January 2026

        Hello Users! We are starting the year with a strong lineup of updates, marking the beginning of many improvements planned to enhance your analytics experience. Explore the latest improvements built to boost performance, simplify analysis, and help you

        • Recent Topics

        • What does "Tickets for Review" do?

          What is the purpose of the va nilla view " Tickets for Review?"

        • Set same ticket Threshold for Agent-Level Thresholds

          I am creating Agent-Level Thresholds for agents to auto-assign tickets in a Load-based Round Robin rule. I am unable to set the same number of Open tickets for agents when setting their Thresholds. For exampel: Agent 1 = 10 Agent 2 = 25 Agent 3 = SHOULD

        • Zoho Mail MCP connector

          Issue: Zoho Mail MCP connector (https://mail-organization-930963415.zohomcp.com/mcp/.../message) — OAuth authorization completes successfully in-browser ("Authentication successful"), but the issued token is rejected when the MCP client reconnects to

        • Zoho Books | Product updates | October 2026

          Hello users, October brings a range of new features and enhancements to Zoho Books, designed to simplify compliance, streamline accounting workflows, and improve inventory management. From the launch of the Nigeria Edition and France’s e-invoicing capabilities

        • Multiple criteria in searchRecords

          Hi, is it possible to search with multiple criteria in zoho.crm.searchRecords? I have tried several variations of the following without much success. CustomerRecord = zoho.crm.searchRecords("Contacts", "(First Name|=| lee)" && "(Last Name|=| spencer)"); Thanks. Chris

        • Plans to make "Generate Presentation with Zia AI" available as API endpoint?

          This 'Generate Presentation with Zia' feature has great potential, and we would like to be able to trigger it automatically from a workflow. https://show.zoho.com/home/ziaai/generate Is there already a way to trigger this via API? If not, is there any

        • How to setup noreply@ example.com

          How do I setup noreply@example.com so the mail never gets delivered. I currently have a catchall setup aswell.

        • Pleas unblock E-Mail-Adress service@montana-energie.de / kontakt@montana-energie.de

          Dear Zoho Support, Could you please unblock service@montana-energie.de / kontakt@montana-energie.de which belongs to a regular customer with whom we are having frequent business-related conversations. Thank you very much in advance, Erdem Kar homewise

        • Unable to change alias in the from field on the ZOHO mac app

          I have 1 main mail address, and 3 alias's. on the web mailbox when I create a new email, I can select the alias's from the dropdown in the from field. On the app no dropdown is available.

        • Zmail mobile application

          ho do i remove people from this app

        • My allies email (info@xxxx.com) was been deleted by system, and I can not build the same info allies email now

          Dear Zoho Mail Support Team, I am the super administrator of the Zoho organization 【Organization Name, as shown in Admin Console】. I am writing to report an urgent issue with two of our custom-domain email addresses and to request your help restoring

        • Cannot create mail account

          Hi, i have a problem, i can't create a mail account every time i try the error massage like this Oops! Something went wrong during mailbox creation. Please try again please help

        • Amazon.it always ends up in spam

          Emails from amazon.it always end up in the spam folder, even though I have added the domain and the various individual Amazon addresses for shipping, payments, and other matters to the trusted lists at the user administrator level. What should I che

        • Your Authenticate email domain (SPF, DKIM, DMARC) is bad to say the least

          How about actual instructions rather than vague generalities? There is no way to complete this with what is provided. Please provide specific verifiable steps.

        • Generate a Zoho Sign link

          From time to time I get a response "I never received your you e-document for electronic signature" is there a way to generate a Zoho Sign link to share.

        • ChatGPT Plugin / MCP Server auth error

          Hi all I'm trying to connect the ChatGPT plugin for Zoho CRM but after username stage of the auth process, I get this error from the URL https://mcp.zoho.eu/mcp-client/ {"error_description":"Invalid request url, Request is not as per defined in oauth

        • Zeptomail in the blacklists

          Hello, I noticed some hard bounces while sending emails, and upon checking the details, I see that we have been added to the blacklists of certain spam lists: Bounce category: Policy failure Reason: ip-issues Message: 5.7.1 Service unavailable; client

        • Zoho Desk training for administrators in EU and US region

          Hello Everyone, Get ready for the certified Virtual Classroom training for our Zoho Desk users in Europe and the US. Our in-house Zoho Desk expert, @Dheeraj | Zoho Desk, will conduct the virtual classroom training. This training focuses on simplifying

        • Possible to reorder Pipelines position?

          I have multiple Pipelines and want to reorder their positions, so that in the Deals module record for the Pipeline field, I have them ordered in a certain way. Is there a way to reorder the position of the Pipelines without deleting existing Pipelines

        • Categorize Items with Item Headers

          Hello customers, Did you ever want to classify items based on specific categories to help your customers understand your invoice better? With the new Item Header feature, you can easily categorize items in your invoices and estimates and give them a common title.  Item Headers are available in the Invoices, the Recurring Invoices and the Estimates module. It can be carried forward from estimates to invoices at the time of converting the estimates.  To add an item header: Go to the Estimates, Invoices

        • Gettting "You are Offline" Messages all the time

          Al of a sudden, a few days ago, I suddenly began getting a message on the bottom left side of the Mail App saying "You are Offline". Why? Does it mean I'm not getting incoming mails now? why is has started?

        • Zoho CRM Quotes – Subform and PDF/Writer Limitations

          Hello, I am encountering the following limitations in Zoho CRM Quotes: Custom product images cannot be uploaded in the subform – the image upload field cannot be added; only the file upload field is available. File upload placeholders cannot be used in

        • Invoice Only Shipped Items

          Dear Zoho, We are a company that deals with sales orders with 600-1000 lines We need to be able to do partial invoicing based on shipped items Right now when we click convert to invoice we can not only select items that have een shipped It takes hours

        • Alias Email Id already exists

          Hi, I just verified my domain sesque (dot) com and now I am trying to create the admin account using admin (at) sesque (dot) com, but I am getting an error saying "Alias Email Id already exists". I used to have another Zoho account with this email address,

        • Allow widgets to be placed between native sections in the Ticket Properties panel

          One of our biggest frustrations with the Tickets module is how rigid the Ticket Properties panel is. Every section there is built only from native Zoho Desk fields. We can add sections, rearrange fields, and pick layouts, but we can’t put anything custom

        • Show backordered items on packing slip

          We send out a lot of large orders, and often there are one or two things backordered. How can I fix the packing slips to show quantity ordered  & quantity packed There should also be the ability to "ship" 0 of an item so the receiver knows that things

        • Deleted Module

          I accidentally deleted a module and its fields. Im trying to get it back. Thanks to Youtubers flooding the internet with out of date videos I can't find how to get deleted modules back. The Recycle Bin doesn't have modules. Anyone know how to do thi

        • Set department automatically for incoming calls

          Is it possible, when receiving an incoming call through Zoho Desk (using Twilio integration), for the department to be auto-selected based on the phone line being called? Currently, we have to manually select the department from the dropdown menu when

        • Make better hiring decisions with Compare Applications and Zia Insights (Beta)

          When multiple candidates apply for different job openings, evaluating each application against the right job requirements can take time. Reviewing resumes, candidate details, and interview feedback separately can make it harder to assess role fit and

        • Support Plan: Recuring Issue

          Hi Zoho Team, Could you please look into this recurring alert and provide clarification on why this restriction is still in place? This issue has become a bottleneck in our workflow, significantly limiting our automation capabilities. We are unable to

        • mail sent to gmail goes directly to spam

          Hi TKIM and SPF are configured and verified. E-mails coming from zoho to my personal gmail account are going directly to the spam folder. How can I solve this? I can send you guys the headers privately if you need to.

        • Creating packages according to actual shipping processes

          Hi community. I would like to ask a question to see if there's a better method or workflow for the creation of packages in Zoho Inventory. There is a little confusion in some of Zoho's language relating to the use of term Packing Slip when connected to

        • mail

          We want our tracked links in campaign and journey emails to use our own domain instead of the shared maillist-manage.net domain. We have already created the CNAME links.rexven.com → customer-campaign.zoho.com (DNS only). Does our plan support a custom

        • Zoho Webinar - Sharing System Audio (NOT AVAILABLE)

          Hi, We are having a serious problem with Zoho Webinar. In the webinars we run, we very often share the audio from a video we are streaming directly from YouTube or other applications. Until recently we were using Zoom, but as we use other Zoho applications

        • Ad-hoc approvals are now available in CRM approval processes

          Released for all DCs. Hello everyone, We've introduced ad-hoc approvals in CRM approval processes. This enhancement lets approvers add additional approvers when needed, without changing the configured approval workflow. How the approval process works

        • Introducing PRM: Build, manage, and scale your partner ecosystem

          Growing a partner ecosystem is a good problem to have. What starts as a handful of partners can quickly turn into a maze of spreadsheets, emails, and disconnected processes. More partners mean more opportunities, greater reach, and new ways to grow

        • Data Subject Requests in Zoho Mail: Retrieve and export email data for legal and compliance needs

          Organizations are often required to retrieve specific email communication data in response to legal investigations or compliance audits. The Data Subject Requests (DSR) feature in the Zoho Mail Admin Console allows administrators to search for all email

        • Introducing live chat for Zoho CommunitySpaces

          Hello everyone, We’re happy to announce that your community members now have a direct line to you. Zoho CommunitySpaces now has a live chat widget, powered by Zoho SalesIQ, so a member can open a chat from your community and get a quick one-to-one answer

        • Moving software

          I need someone to customize zoho for my moving business I need to do the following . 1. Quote comes in from ezemove website or we enter customer details into the system 2. Email quote to customer based on hourly rate 3. Customer accepts quote deposit is taken 4. We convert the quote into a confirmation email and add job to the diary and assign resources to the job 5. Job gets completed and we enter invoice amount into the system and email the invoice Budget : neg | Duration : 1 month To leave a private

        • How To Create a Report with Subforms from Two Modules

          I want to create a report based on data in subforms over 2 separate modules. Can this be done? I tried to do it in Analytics, but one is a date field that needs to be grouped by month, and it doesn't look like Analytics can do this.

        • Next Page