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

        • Recording the deducted TDS on advance received from Customer (Zoho Books India)

          Hi, How can we record the tds that has been deducted by my customer for the advance that he has paid to me. 1) My customer has paid Rs 10000 to me as advance (Rs 9800 as cash and deducted Rs 200 as TDS). I am not able to record the tds that has been deducted

        • #7 Tip of the week: Delegating approvals in Zoho People

          With Zoho People, absences need not keep employees waiting with their approval requests. When you are not available at work, you can delegate approvals that come your way to your fellow workmate and let them take care of your approvals temporarily. Learn more!

        • Admin Tip: Manage sub-domain emails using sub-domain stripping

          As an admin, you may need separate domains for different departments such as sales, support, and marketing. While this approach offers flexibility, creating and managing multiple domains can quickly become overwhelming, especially since each domain requires

        • Quick Copy Column Name

          Please add the ability to quickly copy the name of a column in a Table or Query View. When you right-click the column there should be an option to copy the name, or if you left-click the column and use the Ctrl+C keyboard shortcut it should copy the

        • Ability to Edit YouTube Video Title, Description & Thumbnail After Publishing

          Hi Zoho Social Team, How are you? We would like to request an enhancement to Zoho Social that enables users to edit YouTube video details after the video has already been published. Your team confirmed that while Zoho Social currently allows editing the

        • How do I remove a data source from Zoho Analytics?

          I am unable to find a delte option on a datasource that i put in the system as an error. On teh web it refers to a setup icon but I do not see that on my interface?

        • Add Employee Availability Functionality to Zoho People Shift Module

          Hello Zoho People Product Team, Greetings and hope you are doing well. We would like to submit a feature request to enhance the Zoho People Shift module by adding employee availability management, similar to the functionality available in Zoho Shifts.

        • Bigin, more powerful than ever on iOS 26, iPadOS 26, macOS Tahoe, and watchOS 26.

          Hot on the heels of Apple’s latest OS updates, we’ve rolled out several enhancements and features designed to help you get the most from your Apple devices. Enjoy a refined user experience with smoother navigation and a more content-focused Liquid Glass

        • Delay in rendering Zoho Recruit - Careers in the ZappyWorks

          I click on the Careers link (https://zappyworks.zohorecruit.com/jobs/Careers) on the ZappyWorks website expecting to see the job openings. The site redirects me to Zoho Recruit, but after the redirect, the page just stays blank for several seconds. I'm

        • Is Desk Down?

          Across department - always an error. [Status Mode] - error [Table View and the rest] - working

        • Zoho Mail 505 error I can not send email

          Hi, I’m having issues sending emails from my custom domain email address. When I send emails to Outlook addresses, I receive an “Undeliverable 505” error. However, emails send and receive correctly when I use Gmail. This is important for my business,

        • How do I change the wording of the tile of SignForm?

          When my user opens a SignForm url, the title that is presented is always "SignForm signer Information" and a form is displayed asking for the username and email address. This can be confusing to the end user. How can I change the title at least (Or at

        • How to link tickets to a Vendor/Vendor Contact (not Customer) for Accounting Department?

          Hi all, We’re configuring our Accounting department to handle tickets from both customers and vendors (our independent contractors). Right now, ticket association seems to be built around linking a ticket to a Customer / Customer Contact, but for vendor-originated

        • Problem with CRM Connection not Refreshing Token

          I've setup a connection with Zoom in the CRM. I'm using this connection to automate some registrations, so my team doesn't have to manually create them in both the CRM and Zoom. Connection works great in my function until the token expires. It does not refresh and I have to manually revoke the connection and connect it again. I've chatted with Zoho about this and after emailing me that it couldn't be done I asked for specifics on why and they responded. "The connection is CRM is not a feature to

        • Automatic Matching from Bank Statements / Feeds

          Is it possible to have transactions from a feed or bank statement automatically match when certain criteria are met? My use case, which is pretty broadly applicable, is e-commerce transactions for merchant services accounts (clearing accounts). In these

        • Unify Overlapping Functionalities Across Zoho Products

          Hi Zoho One Team, We would like to raise a concern about the current overlap of core functionalities across various Zoho applications. While Zoho offers a rich suite of tools, many applications include similar or identical features—such as shift management,

        • Automation #7 - Auto-update Email Content to a Ticket

          This is a monthly series where we pick some common use cases that have been either discussed or most asked about in our community and explain how they can be achieved using one of the automation capabilities in Zoho Desk. Email is one of the most commonly

        • Ticket to article and Ticket to template

          Hello! I would like to know if it is possible (and how) to do the following actions: 1. To generate an article from a ticket (reply + original message) 2. Easy convert an answer to an email template

        • Is there API Doc for Zoho Survey?

          Hi everyone, Is there API doc for Zoho Survey? Currently evaluating a solution - use case to automate survey administration especially for internal use. But after a brief search, I couldn't find API doc for this. So I thought I should ask here. Than

        • Kaizen #225 - Making Query-based Custom Related Lists Actionable with Lookups and Links

          Hello everyone! Welcome back to another post in the Kaizen series! This week, we will discuss an exciting enhancement in Queries in Zoho CRM. In Kaizen #190, we discussed how Queries bridge gaps where native related lists fall short and power custom related

        • WebDAV / FTP / SFTP protocols for syncing

          I believe the Zoho for Desktop app is built using a proprietary protocol. For the growing number of people using services such as odrive to sync multiple accounts from various providers (Google, Dropbox, Box, OneDrive, etc.) it would be really helpful

        • Change the "from" field

          Hello, I used some random word to create the account ID to later host the domain based emails. That username shows up in the "from" field on test emails. How do I change that to a custom one, like first name/last name or business name? I tried to create second user and "named" it the way I want and it worked to a degree, although the "from" field shows all lower case letters, while original had some capital letters. So the "all-low-case" is another issue I am having... Thank you

        • [Free Webinar] Learning Table Series - AI-Enhanced Logistics Management in Zoho Creator

          Hello Everyone! We’re excited to invite you to another edition of Learning Table Series, where we showcase how Zoho Creator empowers industries with innovative and automated solutions. About Learning Table Series Learning Table Series is a free, 45-60

        • How to use Rollup Summary in a Formula Field?

          I created a Rollup Summary (Decimal) field in my module, and it shows values correctly. When I try to reference it in a Formula Field (e.g. ${Deals.Partners_Requested} - ${Deals.Partners_Paid}), I get the error that the field can’t be found. Is it possible

        • Zoho Creator to Zoho CRM Images

          Right now, I am trying to setup a Notes form within Zoho Creator. This Notes will note the Note section under Accounts > Selected Account. Right now, I use Zoho Flow to push the notes and it works just fine, with text only. Images do not get sent (there

        • Error Logs / Failure logs for Client Scripts Functions

          Hi Team, While we are implementing client scripts for the automation, it is working fine in few accounts but not working for others. So, it would be great if we can have error Logs for client scripts also just like custom functions. Is there any way that

        • Zoho Books blocks invoicing without VeriFactu even though it is not mandatory until 2027

          I would like to highlight a very serious issue in Zoho Books for Spain. 1. The Spanish government has postponed the mandatory start of VeriFactu to January 1st, 2027. This means that during all of 2026 businesses are NOT required to transmit invoices

        • Problem : Auto redirect from zoho flow to zoho creator

          Hi there, I've been waiting for zoho team to get back on this for last couple of days. Anyone else have the problem to access zoho flow? everytime I click on zoho flow it redirects me to zoho creator. I tried incognito mode but it still direct me to zoho

        • Why am I seeing deleted records in Zoho Analytics syncing with Zoho CRM?

          I have done a data sync between Zoho CRM and Zoho Analytics, and the recycle bin is empty. Why do I see deleted leads/deals/contacts in Zoho Analytics if it doesn't exist in Zoho CRM? How can I solve this problem? Thanks

        • Peppol: Accept Bill (Belgium)

          Hi, This topic might help you if you're facing the same in Belgium. We are facing an issue while accepting a supplier bill received by Peppol in Zoho Books. There is a popup with an error message: This bill acceptance could not be completed, so it was

        • bouncing emails

          My recurring invoices have bounced back

        • Zoho Books is now integrated with Zoho Checkout

          Hello everyone,   We're glad to be announcing that Zoho Books is now integrated with Zoho Checkout. With this integration, you can now handle taxes and accounting on your payment pages with ease.   An organization you create in Zoho Checkout can be added to Zoho Books and vice-versa. Some of the key features and benefits you will receive are:   Seamless sync of customer and invoice data With the end-to-end integration, the customer and invoice details recorded via the payment pages from Zoho Checkout

        • Sync Issue

          My Current plan only allows me with 10,000 rows and it is getting sync failure how to control it without upgrading my plan

        • Add Zoho PDF to Zoho One Tool Applications

          It should be easy to add from here without the hassle of creating a web tab:

        • JOB WISE INVOICE PROCESS

          I WANT TO ENABLE JOB WISE TRACKING OF ALL SALES AND PURCHASE

        • PDF Template have QTY as first column

          I want to have the QTY of an item on the sales orders and invoices to be the first column, then description, then pricing. Is there a way to change the order? I went to the Items tab in settings but don't see how to change the order of the columns on

        • RAG (Retrieval Augmented Generation) Type Q+A Environment with Zoho Learn

          Hi All, Given the ability of Zoho Learn to function as a knowledge base / document repository type solution and given the rapid advancements that Zoho is making with Zia LLM, agentic capabilities etc. (not to mention the rapid progress in the broader

        • In App Auto Refresh/Update Features

          Hi,    I am trying to use Zoho Creator for Restaurant management. While using the android apps, I reliased the apps would not auto refresh if there is new entries i.e new kitchen order ticket (KOT) from other users.   The apps does received notification but would not auto refresh, users required to refresh the apps manually in order to see the new KOT in the apps.    I am wondering why this features is not implemented? Or is this feature being considered to be implemented in the future? With the

        • Consolidated report for multi-organisation

          I'm hoping to see this feature to be available but couldn't locate in anywhere in the trial version. Is this supported? The main aim to go to ERP is to have visibility of the multi-organisation in once place. I'm hopeful for this.

        • IMAP mail after specify date

          Hi My customer's mail server is on premise and mail storage is very huge. So It never finish sync. and finally stop sync. Cloud CRM have a option like zoho mail sync mail after some date.

        • Next Page