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

      • Tax Deductible Donations to a Charity Organisation

        For Australia, what's the best/proper method for entering an expense that is a tax deductible donation to a charitable organisation. And thus is appears correctly in Accounts and BAS as a GST payable deduction?

      • Simultaneous use of WhatsApp Account in SalesIQ and ZohoDesk

        Hi, We have only one number registered in Meta, it's possible use same account for two apps? All times here we try is stopping in SalesIQ. Regards,

      • External lookup fields to synchronise with Analytics

        Hello. I suggest adding external lookup custom fields to the Zoho Analytics integration settings. Currently, these types of fields are not available for synchronisation, so they cannot be used to generate reports with related tables in Analytics. Thank

      • We should have an option to Toggle Off KB Article Links in AI Answer Bot Replies

        Hi everyone, I'm creating this topic to share a feature idea that I think would improve the customer experience when using the AI Answer Bot for self-service. The Current Behavior (The Problem) Currently, when the AI Answer Bot generates a summary or

      • Boot Loop After Removing Service from Client via Admin

        We have multiple laptops experiencing a boot loop / unable to login after the Zoho Remote service was removed from their machine remotely via the desktop client. The Windows sign-in screen is not available, and users are unable to login. This seems like

      • Request Backend Correction — Domains Mapped to Same Help Center (Multi-Brand Setup Failure)

        Hello Zoho Desk Support Team, I need assistance correcting a domain-to-brand mapping issue in our Zoho Desk instance (The Blue Ribbon Project). Both of our verified domains currently point to the same Help Center instead of separate brand portals. Current

      • is there any option to enable the participants interact - can write on the screen, while the screen is shared by the host?

        this is most expected features - for teaching children. is there any option to enable the participants interact - can write on the screen, while the screen is shared by the host?

      • How to disable the Login button in Desk Helpcenter

        Hey there, I'm testing out whether the help center within Zoho Desk could replace our existing Customer FAQ. I tried to customize the themes for the public help center frontend, but stumbled across the login button in the navigation bar. Is there any

      • Full Text Customization & Translation in SalesIQ Chat Widget Settings

        Dear Zoho SalesIQ Team, Greetings, We would like to request an important enhancement to the chat widget customization options in Zoho SalesIQ. Current Limitation: At the moment, only some of the text shown in the chat widget is editable or translatable

      • Best way to display complex Bookings Consultation Descriptions on Zoho Site?

        I am a new user so apologies if this has been asked before. I couldn't find any answers in the forum. We offer 18 complex Consultations to our subscribers. Our current platform lets me put detail on these Consultations thoroughly (200-300 words) during

      • Gmail is ramping up its email sender policy as of November 2025

        Hello marketers, As you may be aware, Gmail introduced a guideline for bulk senders starting February 2024. If not, here's a quick refresher straight from Google: After this policy was announced first in 2023 and soft-implemented in February 2024, we

      • Modifying iframe data of Zoho booking iframe

        Hello, I have integrated a Zoho Bookings embedded iframe into my website. Currently, I am pre-filling the booking form with default values as part of our process flow. However, I want to ensure that if an input field is already populated with a default

      • Zoho CRM Workflow and Function Backup Options

        Hi everyone! I have been able to make several backups of my CRM data and noticed that the Workflows and Functions are not included in these backups. To my knowledge, there is no backup feature for workflows and functions, which is problematic in of itself.

      • Is or will be possible to associate meeting transcription and summary, made by Zia, to meeting/contact/account record in CRM?

        Would be useful to keep context and track jobs, better if it will be auto

      • Desk Field Not Showing in Analytics

        Hi there, I recently added a field to our Zoho Desk Ticket Information. I went and added the data retrospectively to the tickets. It is also marked as required, so all new tickets cannot be closed off without it being filled in. When I try to run a report

      • Export data using advanced export options and customizable settings

        Hello everyone, The user interface for exporting data has been revamped with updates to make data exports more flexible and efficient for users. These updates not only enhance usability but also bring advanced capabilities to help users extract precise

      • Moving data from one pipeline to another

        Hey all, I've got some complex pipelines to build and I'd like to seperate them into seperate pipelines rather than have one mammoth one. If I create 2 pipelines, is there any easy way to use the output of Pipeline1 to be the input into Pipeline2? Or

      • How to export/find all deluge code.

        Hi, I have a large app wich contains several forms, reports, html views, I need to find thow my application if any contains specific word, I could find it manually by editing app and see on every section(field code, on succes, on load, etc) but I would like to do it faster. Is there a way to at least export it to a file the whole deluge code on my application?

      • Have Some Bugs in Zoho CRM Ask Zia Assistant

        Hi Support Team, I have found some bugs in Zoho CRM Ask Zia Feature Please Check below screenshot, insight option is showing twice i think its in early access that's why its have some bugs .

      • COD with Partial payment

        Two reasons why we need COD with partial payment option. 1) Since we deal heavy weight products our shipping costs are too high. If shipment is rejected by customer we incur huge loss. 2) Some competitors place fake orders with different names and return

      • Slicers are now available in Zoho Sheet—filter your data interactively

        At Zoho Sheet, we diligently track user requests and feedback. In line with this, based on extensive user requests, we've integrated Slicers to pivot tables and are delighted to announce its release. Slicers are interactive visual filters that have add,

      • 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

      • Next Page