Proposal: Actionable API Error Messages to Reduce Support Ticket Volume

Proposal: Actionable API Error Messages to Reduce Support Ticket Volume

I've encountered a long-standing frustration with how Zoho Creator's API communicates errors to developers, and I'm hoping the Zoho team can address this in a future update. This issue has persisted for over 9 years based on community discussions, and despite multiple forum posts, developers are still left guessing what went wrong.

The Issue
When API calls fail, Zoho Creator returns error responses that are often cryptic and lack actionable context. Consider this actual error response:
{
"code": 2945,
"description": "LESS_THAN_MIN_OCCURANCE"
}
This tells the developer almost nothing:
  • Which parameter is missing or invalid?
  • What is the "minimum occurrence" that wasn't met?
  • What value was expected vs. what was received?
  • Is this an authentication issue, a payload issue, or something else entirely?
The Problem: Error Code 2945 Means Everything (and Nothing)
A review of the official Status Codes documentation reveals that error code 2945 is a catch-all that can mean completely different things:
HTTP Status Code Description Actual Meaning
404 NOT FOUND 2945 ERROR Invalid OAuth scope
403 FORBIDDEN 2945 <method> is not valid Wrong HTTP method for endpoint
401 AUTH ERROR 2945 Invalid input for '%s' key Parameter value not allowed
400 BAD REQUEST 2945 LESS_THAN_MIN_OCCURANCE Required parameter missing?
400 BAD REQUEST 2945 EXTRA_KEY_FOUND_IN_JSON Unexpected key in payload
400 BAD REQUEST 2945 INVALID_TICKET Authentication token issue
400 BAD REQUEST 2945 PATTERN_NOT_MATCHED Value format validation failed
The same error code (2945) can indicate: authentication failures, missing parameters, extra parameters, wrong HTTP methods, invalid OAuth scopes, or format validation errors. This makes debugging incredibly difficult.
Cross-Product Asymmetry: Zoho Analytics Does This Better
Here's where it gets frustrating: Zoho Analytics already provides better error context for the exact same error type. Compare the responses:
Zoho Creator Response Zoho Analytics Response
{
"code": 2945,
"description": "LESS_THAN_MIN_OCCURANCE"
}
❌ Missing:
  • Which parameter?
  • What was expected?
  • How to fix it?
{
"status": "failure",
"summary": "LESS_THAN_MIN_OCCURANCE",
"data": {
"errorCode": 8504,
"errorMessage": "The parameter CONFIG
is not proper (Has not been sent or
is less than required count)"
}
}
✓ Includes:
  • Parameter name (CONFIG)
  • Specific error code (8504)
  • Actionable message
This isn't a feature request—it's a request for product parity. The infrastructure to provide meaningful error context clearly exists within Zoho's ecosystem. Zoho Creator should match what Zoho Analytics already delivers.
The "Email Support" Pattern Defeats Forum Purpose
Adding to this frustration is the recurring pattern in community forums where the standard response to API errors is "Please email support@zohocreator.com with your request details."
As another community member aptly noted:
"Why have community forums if people are directed to email support? The purpose of a public forum is to resolve the issue once, then share for all future people who encounter that issue."
While I appreciate the recent response acknowledging that "sharing API request details publicly carries security risks"—this is valid for account-specific debugging—the underlying problem is that error messages are cryptic in the first place.
If the API returned actionable error messages, developers wouldn't need to contact support for basic troubleshooting. The forum would then serve its true purpose: documenting solutions for common issues.
What Developers Need
Every API error response should answer three questions:
# Question Current Response What's Needed
1 What went wrong? LESS_THAN_MIN_OCCURANCE "Required parameter missing"
2 Where is the problem? (not provided) "Parameter: CONFIG"
3 How do I fix it? (not provided) "Include CONFIG in request body"
What Should Happen Instead
Proposed Solution 1: Enhanced Error Response Structure
Adopt the richer error format already used by Zoho Analytics:
{
"status": "failure",
"summary": "LESS_THAN_MIN_OCCURANCE",
"data": {
"errorCode": 2945,
"errorMessage": "The parameter 'fieldName' is required but was not provided",
"field": "fieldName",
"expectedType": "string",
"documentation": "https://www.zoho.com/creator/help/api/v2.1/add-records.html"
}
}
Proposed Solution 2: Unique Error Codes
Stop reusing error code 2945 for unrelated issues. Each distinct error condition should have its own code:
2945 → Invalid OAuth scope
2946 → Required parameter missing
2947 → Unexpected key in JSON payload
2948 → Invalid HTTP method
2949 → Pattern validation failed
Proposed Solution 3: Fix the Typo
While we're at it: LESS_THAN_MIN_OCCURANCE should be LESS_THAN_MIN_OCCURRENCE. This typo has persisted for nearly a decade and appears across multiple Zoho products. Small details matter in professional APIs.
Real-World Impact
This limitation affects any developer:
  • Building integrations — Debugging API failures becomes a guessing game
  • Using Deluge's invokeUrl — External API calls return cryptic errors to handle
  • Working with webhooks — Silent failures are impossible to diagnose
  • Training new team members — Onboarding takes longer when errors don't explain themselves
  • Supporting production systems — Incident response is delayed while developers hunt for root causes

Developer Impact: What should be 5 minutes of debugging (read error, fix parameter) becomes hours of trial-and-error or waiting for support responses. This directly impacts delivery timelines and client satisfaction.

Request to Zoho Team

Can this be addressed in a future update?

The current implementation forces developers to choose between:

1. Trial and Error
Guess what the cryptic error means and iterate until something works
2. Contact Support
Wait for email responses for issues that actionable error messages would resolve instantly

We shouldn't have to make this choice—especially when Zoho Analytics already demonstrates the solution.

Community Input Requested: Has anyone else struggled with debugging these cryptic error codes? What workarounds have you developed? I'd be interested to hear if others have found ways to get more meaningful error context.


    • Recent Topics

    • Resizing a Record Template Background Inage

      Hi everyone, I have an issue which I can't seem to resolve: Basically, I'm designing a record template in certificate form. I've specified A5 landscape. I've set my background image the same dimensions with total pixels at 443,520. Whatever I try, when
    • Updated font library: New font styles and custom font options in Zoho Sheet

      Zoho Sheet's font library now supports 500+ font styles in 60+ languages! The updated font library is stacked with new font styles, and some of the previously available font styles have been replaced with equivalent options. There are two ways you can
    • Introducing Data Bars: Graphically represent changes in data within the cells

      Conditional formatting has helped millions of spreadsheet users analyze and highlight their data more efficiently. In addition to the classic rules, color scales, and icon sets available in Zoho Sheet, you can now apply Data Bars, a convenient method
    • Default Font Size in Desk

      How do I set my default font size in Desk? It takes me about 45 minutes to find the place to set it, then, when I sign out of Zoho and log back in, it's back to font 10 again. Seems like this would be simple, but like everything with Zoho, it's buried
    • Tip #19 - Create checkbox tracker in your spreadsheet

      Hello Sheet users! We are here with yet another tip to help you get the most out of Zoho Sheet. Spreadsheets can be used to handle a variety of tasks, but ever tried using checkboxes to track the progress of your action items dynamically? Here's a sample
    • Tip #20 - Three things you probably didn't know you can do with picklists

      Hello Zoho Sheet users! We’re back with another quick tip to help you make your spreadsheets smarter. Picklists are a great tool to maintain consistency in your spreadsheet. Manually entering data is time-consuming and often leaves typos and irregular
    • Per Level Approval for admins

      We need Process admins like Zoho CRM in Zoho Books for per stage approval Currently in books, admins only have the option for Final Approval But for example, in cases like when an employee is on leave, we can't just approval one level we only have option
    • Feature enhancement: Highlight rows based on a cell value

      Hello Sheet users, We're excited to announce a new feature enhacement, shaped directly by your valuable feedback! As you might know, conditional formatting is a great tool for anyone dealing with large data sets. Previously, if you’ve ever wanted to draw
    • Updating custom fields in Zoho Projects

      Hi I am wondering if anyone has experience with custom fields in Zoho Projects. I am struggling to update the field using either deluge or the api endpoint. My code is: //custom_Map = map(); custom_Map = {"UDF_DOUBLE_1":"0.27"}; update_Map = map(); update_Map.put("custom_fields",custom_Map.toList());
    • Markdown for Desk?

      Hi, my company wants to use markdown for formatting text in Desk (in all modules there, especially Tickets and Helpcenter). Zoho already offers use of markdown in several products (see https://help.zoho.com/portal/en/kb/backstage/microsite-guide/formatting-with-markdown/articles/formatting-with-markdo)
    • Change Currency symbol

      I would like to change the way our currency displays when printed on quotes, invoices and purchase orders. Currently, we have Australian Dollars AUD as our Home Currency. The only two symbol choices available for this currency are "AU $" or "AUD". I would
    • Calendar not working

      Are we the only ones. On any browser we cannot click on any of our calendar appointments and get them to open. They just make the browser loop. WE have reached out and have been told they are working on it. The office staff are really stuck. The point
    • WhatsApp Message Template Quick Reply Buttons

      Hello, I created my first Message Template to overcome the 24-hr messaging window and it was approved by WhatsApp/Meta. When I go to Meta, I also see that template brought from Zoho Desk, and used it via Zoho Desk IM. However, I notice that when in Meta's
    • Account in Quick View Filter

      I have a report that I often run against a specific Account. Every time, I have to go into the edit menu and change the Advanced Filter. I would prefer to use the Quick View Filter, but it does not allow me to use the one and only field that makes any
    • Set Display for Numbers/Currency/etc with Client Script/Customization in Canvas List Page

      Is it possible to set a display mask for a number/currency field using Client Script or customization? I have custom fields that I would like to keep the decimal places for calculation purposes, but do not need them displayed to the user. So 101.3568
    • 136.143.188.51 blocked by spamcop

      Zoho mailserver seems to be blocked by spamcop. Cant send mail to my customer. Not sure what to do.
    • 🚀 WorkDrive 5.0: Evolving from a file sharing app to an intelligent content management platform: Phase 2

      Hello everyone, WorkDrive's primary focus has always been to provide an intelligent and secure content management platform, simplify collaboration, and be the central repository of files for all Zoho apps. In our previous announcement, we unveiled the
    • i keep see there is a connetion issue connecting 3rd party api on zoho when using zia

      hi there , i have set up open ai api to zoho zia (copied and pasted to zoho zia) but I keep getting notificaiton "there is a connetion issue connecting 3rd party api on zoho" when using zia on top when click zia and try to type in word there
    • Deleting Fields in CRM Deletes Views in Analytics

      Hey friends! I'm having some issues when we modify some fields within ZohoCRM. There are times where we need to sunset a field and eventually completely remove it. In these instances, it seems like a lot of views are removed in Analytics. This ranges
    • Zoho Desk Android and iOS app update: Access multilingual templates on the IM module

      Hello everyone! We have introduced multilingual templates on the IM module of the Zoho Desk mobile app allowing you to send IM template messages in translated versions. iOS: Android: Please update the app to the latest version directly from the App Store/
    • Does Zoho offer a full WhatsApp Marketing Platform (like WATI / GallaBox)?

      lm exploring WhatsApp marketing and I’d like to understand what options are available within the Zoho ecosystem. Currently, I see: Zoho SalesIQ has a broadcast option, but it seems very limited — for example, it doesn’t support uploading contacts via
    • Custom buttons

      Getting Error "You can only create 10 custom buttons per module" ! I already have more than 10 for 1 module before trying to create another. Is this a new restriction brought about by the all knowing what's best for businesses Zoho guru ? It would be
    • The Social Wall: October 2025

      Hello everyone, As we head toward the end of the year, we’re bringing you a few updates to help give your social media efforts a strong finish. This month, we’re rolling out new enhancements across both the web and mobile app. Post Preview Have you ever
    • Client Script | Update - Support for List Page (Canvas) and Notes

      Hello everyone! We are glad to announce two exciting updates in Client Script. Client Script support for List Page (Canvas) Client Script support for Notes These open the door to more dynamic and interactive customizations! 1. Client Script support for
    • Pincode Based Pricing

      We want to give extra discount to customers within city limits because our shipping and packing costs are less. My proposal is assign list of pincodes to price list and assign the price list to customers whenever they sign up with pincodes. Also show
    • feature question: lookup field in Projects task layout

      Hello, Below we have interface to configure a custom task layout, however, we need a lookup field to let pickup data from other apps, such as Zoho CRM Products module, is that possible or already in your roadmap? or a workaround to achieve it? Thanks in advance.
    • What's New in Zoho Analytics - October 2025

      Hello Users! We're are back with a fresh set of updates and enhancements to make data analysis faster and more insightful. Take a quick look at what’s new and see how these updates can power up your reports and dashboards. Explore What's New! Extreme
    • Zoho Analytics & SQL Server - Live connect

      Below are the steps I did Created a fresh database and table in my own virtual server Created a new data source connection with live connect I was able to select the tables and created the data source successfully I am getting the error when I try to
    • Explore the Redesigned Quotes Module in Zoho Billing

      Dear users, We’re excited to introduce a refreshed look for the Quotes details page in Zoho Billing! This update brings you a more efficient user interface experience without changing your existing workflow. We've enhanced layouts with organized tabs,
    • Latest updates in Zoho Meeting | Create departments, Share PDF files

      Hello all,   You can now create departments to group team members within your organization. This will make it easier for you to organize department-level meetings and invite members. In webinars, use the Share material feature to share PDF files directly
    • Unify All Zoho Video Meeting Experiences into One Standardized Platform

      Hi Zoho Team, We would like to share an important user experience concern regarding the current state of video meeting functionality across the Zoho ecosystem. The Problem Within Zoho, there are multiple ways to initiate or schedule a video meeting: Zoho
    • Import VAT Kenya

      Hi. I am quite lost on how to account for VAT when importing. We are an import and distribution company and when importing we get a customs entry with VAT which we pay and claim for this VAT as we do our monthly sales. My question is how to record this
    • [Free Webinar] Product Updates: Quick Catch-Up Session - Part I - Creator Tech Connect

      Hello Everyone! We welcome you all to the upcoming free webinar on the Creator Tech Connect Series. The Creator Tech Connect series is a free monthly webinar featuring deep-dive technical sessions designed for developers, administrators, and app builders.
    • Project expenses in Zoho Books

      Just the way timesheet is used to calculate labour cost for a particular project, how do i record other expenses against a project such as materials and consumables used for the project? So that under report, I can view the total amount expended on each
    • Blueprint status change

      I want to change the Blueprint status of a workflow. The status is completed automatically when I added the record through API call. But I want to make it active, I don't see any options for this. Even if I draw transition from any stage , it is not visible
    • What is going on with GMail extension.

      Suddenly, it is popping up and saying "Please wait while we work our magic... 10%" and it sits there. Yesterday I waited for an entire hour call and it never got further. Today, it's not resolved. Is there a fix I can do? I've tried all the typical
    • Marketing Tip #6: Cross-sell with related products

      Don’t let customers stop at just one product. Suggesting related or complementary items improves the shopping experience and increases order value. Try this today: Use the Item Recommendations feature in Zoho Commerce and add two to three suggested items
    • i cannot use <b></b> to bold the message in Creator C6!!!!???What?

      Dear experts and friends, Now Creator 6 blocking us from using <b></b> Anyone facing this issue? I faced it on Creator C6 Previously, it used to work. Now failed to work. Faint~ Seek guidance from everyone on how to bold the message. The super simple
    • Zoho Writer - Option to Export as .zdoc format

      I've noticed that it's not possible to export a Zoho Writer Document in the .zdoc format. Isn't zdoc, Zoho Writer's own format? My use case is that I sometimes need to create quite complex documents with floating elements, which sometimes need to become
    • [Announcement] Enhanced Merge APIs of Zoho Writer for automating document generation using Zoho Apps data

      Hi users, With the record_id parameter in Zoho Writer's Merge APIs, fields related to the given record id is automatically fetched from the Zoho app. You don't have to spend time manually mapping the records and fields in the Deluge code. Here is a sample
    • Next Page