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.


    Nederlandse Hulpbronnen


      • Recent Topics

      • Introducing Forms in Zoho Sheet

        We hereby bring you the power of ​forms in Zoho Sheet. ​Now, build and create your own customized forms using Zoho Sheet. Be it compiling a questionnaire or rolling out a survey, Zoho Sheet can do it all for you. Forms is an excellent feature that helps you collect information in the simplest of ways and having it in Zoho Sheet takes it a notch higher. Build Simple yet Powerful forms Building forms using Zoho Sheet is fairly simple. The exclusive 'Form' tab lets you create one quickly. Whether you
      • Layout one survey question in a time & redirect next Page based on previous response

        I have doubt while, I am scripting survey on the Zoho where I redirecting to next page based on my previous response but didn’t get success on this. Please help me on this and tell me how I layout one survey questions in a time when I submit response
      • Zoho Bookings form pre-filled with Zoho Forms in

        Hi, I've got a contact page on my website and I'd like to have the option to book an appointment (redirected to zoho bookings page) after an option is submitted on the contact form. how would I go about doing this? thanks
      • Support “Other” Option with Free Text in Dropdown Fields

        Hello Zoho Bookings Team, Greetings, We would like to request an enhancement to the registration form fields in Zoho Bookings, specifically for dropdown fields. Current Limitation: At the moment, dropdown fields do not support an “Other” option that allows
      • Detailed Balance Sheet for tax preparer

        I'm using the free edition of Zoho Books. My tax preparer is asking for "detailed" Profit & Loss and Balance Sheet reports which include all the activity and transactions within the various categories. The default reports do not include these details.
      • Sending automated messages that appear in the ticket's conversation thread

        Good morning, esteemed Zoho Desk community, warm greetings Today I am here to raise the following problem, seeking a solution that I can implement: I need to implement an automation that allows me to send reminder messages to customers when I am waiting
      • Payment Card or Identity form-fill from Vault?

        Hello! I'm working on replacing Bitwarden with Vault and one issue I've run into is that I can't find any option to fill address and payment forms from Payment Card or Identity info that has been saved in Vault. Is there a way to do this? Is it a planned
      • Ability to add VAT to Retainer Invoices

        Hello, I've had a telephone conversation a month ago with Dinesh on this topic and my request to allow for the addition of VAT on Retainer Invoices.  It's currently not possible to add VAT to Retainer Invoices and it was mutually agreed that there is absolutely no reason why there shouldn't be, especially as TAX LAW makes VAT mandatory on each invoice in Europe!   So basically, what i'm saying is that if you don't allow us to add VAT to Retainer Invoices, than the whole Retainer Invoices becomes
      • Time Log Reminder

        Tracking the time spent on tasks and issues is one of the most important functions of a timesheet. However, users may forget to update the time logs because they have their own goals to achieve. But, time logs must be updated at regular intervals to keep
      • [Early-access] Introducing Zoho's CommandCenter - Cross-Zoho business process automation

          Resources to help Webinar recording | Documentation  Feature Restrictions Currently available on early-access only for US data center accounts Features Role CommandCenter as a Service uses signals across Zoho services to propel the movement of records
      • Tip #58- Accessibility Controls in Zoho Assist: Learning- 'Insider Insights'

        Learning should be clear and interruption-free for everyone. Timely feedback plays an important role in helping users understand actions as they happen, without breaking their focus. In this post, we’ll explore the final section of Accessibility: Learning.
      • ZIA "Generate Content" action doesn't have contexual data from the ticket

        "Generate Content" action doesn't have contexual data from the ticket. I try to get AI to help me with this ticket but it doesn't seem to have any ticket information as context. Although the ticket has a lot of information in it.
      • Zoho Desk - Zoho FSM Integration issue on Mobile and iPad

        Hello Team, I am trying to create a Work Order (WO) using the Zoho FSM integration (Add-on Service) that is integrated with Zoho Desk. The issue is that the integration is not working on mobile devices and iPads. While I am able to create the WO, Request,
      • E-File Form 1099 Directly With the IRS From Zoho Books

        The Form 1099 filing season has begun, and businesses are required to e-file certain forms with the IRS to report payments made to vendors and contractors. If your business made qualifying payments during the year, you must e-file the appropriate Form
      • Suggestions for showing subscribed Topics in CRM (contact record)

        We have several Topics set up in ZMA. We also have a sync set up between ZMA and CRM. I'd like to display the subscribed topics on the CRM Contact record. This will allow the Sales team (who uses CRM) to see at a glance what topics a Contact is subscribed
      • Replies sometimes creating separate ticket

        Sometimes when a customer responds to an email coming from Zoho Desk, instead of adding a reply to the original ticket, a separate ticket is created. This happens even though the response subject line contained the ticket number, and the person responding
      • Re-hide fields when option is unselected

        Hi all Can anyone help me with this - when I create a 'show' field rule for when a dropdown option is selected, how to I make it so the 'show' option re-hides if that option is no longer selected?
      • Custom Fields

        There is no way to add a custom field in the "Timesheet" module. Honestly, the ability to add a custom field should be available in every module.
      • Consultant-Only Booking Page

        Zoho Bookings does not allow for Meeting Type OR Workspace-Wide booking pages to be turned off. This is detrimental to organizations that have territory-based or assigned accounts, because if prospects can go to these booking pages and either select the
      • Call result pop up on call when call ends

        I’d like to be able to create a pop up that appears after a call has finished that allows me to select the Call Result. I'm using RingCentral. I have seen from a previous, now locked, thread on Zoho Cares that this capability has been implemented, but
      • Custom Sorting based on other columns in table

        I need the ability to apply custom sorting to a text-based dimension in the X axis where the sorting is based on another column in the table. For example, I have a chart report where the X axis is a text label. I would like to be able to sort those text
      • Feature Request: Enable Custom PDF Layout Editor for All Modules (Including Package Slips)

        Hello Zoho Community and Product Team, I am writing to share a suggestion that would significantly enhance the customization capabilities within Zoho Books. We all appreciate the power of the Custom PDF Layouts (the "New" template engine) that allows
      • Is there a way to invoke deluge function from within a widget?

        Hi! I have custom functions in deluge and I was wondering whether there is any way to call this function through a widget? Something like on click of a button inside a widget, run the deluge custom function. Would this be possible?
      • Can a default task Priority be set?

        The "Priority" field in the Task layout does not allow a default to be set. Is there another way of doing it? Because the current default is "None" and the Zoho Kanban board design has selected this field as critical information to surface by including
      • Adding a threshold to a line chart based on date range

        I have a line chart that is tracking a percentage over time. It also has a filter for 50 different clients. I would like to create a threshold that is based on a portion of the date range. As I understand it, this would be done by adding a column to the
      • Resize Signature field dynamically

        On the tablet, it is perfect. But on smaller mobile devices and PCs, both web and application, it is too small for people to sign. Is there any plan to make the signature field size dynamically in the future update?
      • Super Admin Logging in as another User

        How can a Super Admin login as another user. For example, I have a sales rep that is having issues with their Accounts and I want to view their Zoho Account with out having to do a GTM and sharing screens. Moderation Update (8th Aug 2025): We are working
      • Zoho Creator Application - New User Not able to access the application

        In Zoho Creator, The newly added user not able to access the " Added Application" - User has received the Invitation Email, but while clicking "confirm Account" in the invitation Email, the following error message has appeared. "Sorry! you cannot accept
      • Deleting Salutation Field

        We have updated our lead input screen and 'Salutation' has appeared. This is not visible in the 'Edit Pgae Layout' screen so cannot be moved to 'List of Removed Fields'  Salutation is visible in the list in 'Customization - Fields' however I can only 'Edit' or 'Replace' I cannot delete and I do not need this field on my lead input screen.  Please can you advise how to get rid of this.  Screen shots can be provided if needed.  Thank you Tasha
      • Auto-Generate & Update Asset Serial Numbers using a custom function (Assets Module)

        Hello Team, I’ve been working on a script to automate one of our processes in Zoho FSM, and the core functionality has been successfully implemented. However, I’m encountering an issue related to serial number allocation, which is not working as expected.
      • Zoho Mail iOS app update: Access Delegated Mailbox.

        Hello everyone! You can now access the delegated mailbox from within the iOS version of the Zoho Mail app. To access the delegated mailbox: Open the Zoho Mail app. Go on to the 'Email' module. Tap the profile picture. Choose the delegated mailbox Please
      • How to convert Lead's country field from Text to Pick List

        Hi, I would like to change the default country field in ZCRM from text to pick list. It looks like not I can't delete default country field and recreate it as pick list nor can i create an new custom field country because such a label belong to default field. So what do I have to do? Any ideas? L
      • How create a draft via workflow?

        I wish to create a workflow rule for specific emails that creates a draft response - not an automatic email reply, but just a draft with a set response ready to be verified by an agent who can then manually select recipients. Alternatively, the workflow
      • Function #51: Transaction Level Profitability for Quotes

        Hello everyone, and welcome back to our series! In a previous post, we shared a custom function that could determine the profitability of a Sales Order. Today, we are presenting a similar function that calculates the profitability of a Quote. The setup
      • New feature: Invite additional guests for your bookings

        Hello everyone, Greetings from Zoho Bookings! We are happy to announce the much-awaited feature Guest Invite, which enhances your booking experience like never before. This feature allows additional participants to be invited for the bookings to make
      • Improved Contact Sync flow in Google Integration with Zoho CRM

        Hello Everyone, Your contact sync in Google integration just got revamped! We have redesigned the sync process to give users more control over what data flows into Google and ensure that this data flows effortlessly between Zoho CRM and Google. With this
      • Cannot reorder fields in Page Layout in Expenses and Purchase Requests

        It is very inconvenient that the custom fields in Page Layout cannot be re-ordered. The only way is to remove the fields and re-create them; however, it is impractical. This would affect the reports and dashboards we are having. Not able to re-order the
      • الخصم على مستوى فاتورة المبيعات

        السلام عليكم ورحمة الله وبركاته مطلوب في إنشاء خصم على مستوى فاتورة المبيعات وليس على مستوى البند أريد معرفة الطريقة؟
      • VAT and Taxes option not available

        Dear ZOHO Team , The VAT and Taxes options in my ZOHO books account not available,I tried to find how to enable or check the way to use this option but unfortunately couldn't find it anywhere ,I'm in UAE ,kindly let me know what to do to solve this issue
      • Default Tagging on API-generated Transactions

        If one assigns tags to an Item or Customer, those tags get auto-populated in each line item of an Invoice or Sales Order when one creates those documents. However, if one creates the Sales Order or Invoice via the API (either directly coding or using
      • Next Page