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

    • Marketer's Space: Proven tips to improve open rates – Part III

      Hello Marketers! Welcome back to another post in Marketer's Space! This is the final post in the "open rate series". In the first and second parts, we discussed topics ranging from sender domains to pre-headers—but we're not done yet. A few more important
    • Attention Deluge Developers: Important Update Regarding "Send Email Deluge Task"

      Hi Deluge Users, We hope this message finds you well. We would like to inform you about a recent update on the Send emails deluge task. If you are using this deluge task (SalesIQ Scripts) for your Zobot, widgets, or form controllers to send emails, please
    • Zoho Social - Feature Request - Reviewer Role

      Hi Social Team, I've come across this with a couple of clients, where they need a role which can review and comment on posts but who has no access to create content. This is a kind of reviewer role. They just need to be able to see what content is scheduled
    • Zoho Books/Inventory - Update Marketplace Sales Order via API

      Hi everyone, Does anyone know if there is a way to update Sales Orders created from a marketplace intigration (Shopify in this case) via API? I'm trying to cover a scenario where an order is changed on the Shopify end and the changes must be reflected
    • Zoho Inventory / Finance Suite - Add feature to prevent duplicate values in Item Unit field

      I've noticed that a client has 2 values the same in the Unit field on edit/create Items. This surprised me as why would you have 2 units with the same name. Please consider adding a feature which prevents this as it seems to serve no purpose.
    • Kaizen #224 - Quote-driven Deal Reconciliation Using Zoho CRM Functions and Automation

      Hello everyone! Welcome back to another instalment in the Kaizen series. This post covers quote-driven deal reconciliation, emphasizing Functions and Automation to address practical sales challenges. Business Challenge Sales organizations often mark deals
    • BARCODE PICKLIST

      Hello! Does anyone know how the Picklist module works? I tried scanning the barcode using the UPC and EAN codes I added to the item, but it doesn’t work. Which barcode format does this module use for scanning?
    • Zoho Inventory - Allow Update of Marketplace Generated Sales Orders via API

      Hi Inventory Team, I was recently asked by a client to create an automation which updated a Zoho Inventory Sales Order if a Shopify Order was updated. I have created the script but I found that the request is blocked as the Sales Order was generated by
    • How do I create an update to the Cost Price from landed costs?

      Hi fellow Zoho Inventory battlers, I am new to Zoho inventory and was completely baffled to find that the cost price of products does not update when a new purchase order is received. The cost price is just made up numbers I start with when the product
    • VoC in Zoho CRM is now data savvy: Explore response drilldown, summary components and participation in CRM criteria

      VoC has all the goods when it comes to customer intelligence—which is why we're constantly enhancing it. We recently added the following: A customer drilldown component that shows you the list of prospects and customers behind a chart's attribute Expanded
    • Passing the CRM

      Hi, I am hoping someone can help. I have a zoho form that has a CRM lookup field. I was hoping to send this to my publicly to clients via a text message and the form then attaches the signed form back to the custom module. This work absolutely fine when
    • Zoho Browser??

      hai guys, this sounds awkward but can v get a ZOHO BROWSER same as zoho writer, etc. where i can browse websites @ home and continue browsing the same websites @ my office, as v have the option in Firefox, once i save and close the browser and again when i open it i will be getting the same sites. If u people r not clear with my explanation, plz let me know. Thanks, Sandeep  
    • Let’s Talk Recruit: LinkedIn Cheatsheet

      Welcome to the first edition of Let’s Talk Recruit for 2026. We are kicking off the year by revisiting one of the most asked about topics in Zoho Recruit. How our LinkedIn integrations actually work and how recruiters can get the most value from them.
    • Zoho Forms API

      Is there any way to get all form entry list using API? Looking forward to hear from you
    • Ability to Set Client Name During Portal Invitation

      Hi Zoho Team, We would like to suggest an important enhancement to the Zoho Creator Client Portal functionality. Zoho Creator recently introduced the option to set a client’s display name in the Client Portal settings, which is very helpful for creating
    • Move email between inboxes?

      Is it possible to move emails from one team inbox to another? We would like to be able to have a single "catch-all" inbox for incoming requests, and then move the email to the appropriate department inbox. I was hoping we would be able to accomplish this
    • PDF Attachment Option for Service Reports

      Hello Team, I would like to check with you all if there is an option to attach PDF documents to the service reports. When I try to attach a file, the system only allows the following formats: JPEG, JPG, and PNG. Could you please confirm whether PDF attachments
    • 【Zoho CRM】データ一覧画面でのメモのバッジ機能リリースのお知らせ

      ユーザーの皆さま、こんにちは。コミュニティチームの藤澤です。2026年度もゾーホーユーザーコミュニティをどうぞよろしくお願いいたします! 今回は「Zoho CRM アップデート情報」の中から、新機能のデータ一覧画面でのメモのバッジ機能をご紹介します。 目次 概要 メモのバッジ機能について メモの作成について メモに関する様々な処理について 最近追加したメモについて メモのバッジの非表示について クライアントスクリプトの対応 概要  メモのバッジ機能について 既存の活動バッジに加えて、すべてのタブのデータ一覧表示画面に、各データごとに利用できる「メモのバッジ」(キャプチャ内の赤枠部分)が新たに導入されました。
    • is it possible to add more than one Whatsapp Phone Number to be integrated to Zoho CRM?

      so I have successfully added one Whatsapp number like this from this User Interface it seems I can't add a new Whatsapp Number. I need to add a new Whatsapp Number so I can control the lead assignment if a chat sent to Whatsapp Phone Number 1 then assign
    • Can’t find fsm in zoho one

      Every other app is available to me in Zoho one except fsm
    • Posibility to add Emoticons on the Email Subject of Templates

      Hi I´ve tried to add Emoticons on the Subject line of Email templates, the emoticon image does show up before saving the template or if I add the Emoticon while sending an Individual email and placing it manually on the subject line. Emoticons also show
    • Task Deletion Restriction & Strict Stage Control

      Hello Zoho Community, We have the following two issues currently pending and under testing, for which we require a workable and reliable solution: 1. Task Deletion Restriction We are testing ways to ensure that staff users are not able to delete tasks
    • Unable to mass update a picklist field

      Hello, I have the records within our Accounts module divided between two account types: Parent Accounts & Member Accounts. I am attempting to mass update accounts from one picklist value to the other (within other specific criteria in our custom fields)
    • Process checklist in CRM

      Hi We've created a new sales process that I'm mapping into the CRM - issue I have is that some of the tasks / milestones I would like to capture require very simple tick box responses but there are quite a few under a variety of sub categories so I don't
    • CRM project association via deluge

      I have created a workflow in my Zoho CRM for closing a deal. Part of this workflow leverages a deluge script to create a project for our delivery team. Creating the project works great however, after or during the project creation, I would like to associate
    • Where is the settings option in zoho writer?

      hi, my zoho writer on windows has menu fonts too large. where do i find the settings to change this option? my screen resolution is correct and other apps/softwares in windows have no issues. regards
    • This user is not allowed to add in Zoho. Please contact support-as@zohocorp.com for further details

      Hi Team, when I,m trying to create a email account (imagixmidia.com.br) it's showing this error >>  This user is not allowed to add in Zoho. Please contact support-as@zohocorp.com for further details plz help me  thanks
    • How to manage task lists in Zoho Desk?

      Hello, I use Zoho Desk for IT customer support. I have a list of standard operating procedures (SOPs), including SOPs for onboarding new users, offboarding users, losing a device, etc. These are lists of tasks to be performed depending on the situation.
    • Zoho Books' 2025 Wrapped

      Before we turn the page to a new year, it’s time to revisit the updates that made financial management simpler and more intuitive. This annual roundup brings together the most impactful features and enhancements we delivered in 2025, offering a clear
    • Activating Zobot instead of chat

      Hi folks, I know this will be obvious, but I have not been able to locate the details on this via google or youtube. We've had SalesIQ life chat set up for a while now and it is working perfectly. I have just finished development of a Zobot (using codeless)
    • Adding a new section to the related details sidebar when creating a new ticket.

      Hello, I was wondering if you can add a new section to the related details sidebar when creating a new ticket. I was wanting to have it to where it also shows the account information related to the contact chosen as well. This is the section I am referring
    • Displaying only unread tickets in ticket view

      Hello, I was wondering if someone might be able to help me with this one. We use filters to display our ticket list, typically using a saved filter which displays the tickets which are overdue or due today. What I'd really like is another filter that
    • One Contact with Multiple Accounts with Portal enabled

      I have a contact that manages different accounts, so he needs to see the invoices of all the companies he manage in Portal but I found it not possible.. any idea? I tried to set different customers with the same email contact with the portal enabled and
    • Is Zoho Shifts included in the Zoho One plan?

      In case the answer is no: there's any plan to make it available via One? Thank you
    • Zoho Tracking Image location

      So we've been having an issue with tracking email opens. Specifically in Gmail. Our emails are not that long either, maybe 4 sections of image/250 characters of text/button per section.  But all my test accounts I used via Gmail we're showing opens. But then come to find out the tracking image is at the very bottom of the email. So If the message is clipped (It always just clips our social icons on the bottom) and the user doesn't click the show more button it never tracks the open.  Looking at other
    • Creating an invoice to be paid in two installments?

      Hi there, I own a small Photographic Services business and have not been able to find a way to fit my billing system into Zoho, or any other Accounting software. The way my payments work is: 1. Customer pays 50% of total price of service to secure their
    • Zoho Tables is now live in Australia & New Zealand!

      Hey everyone! We’ve got some great news to share — Zoho Tables is now officially available in the Australian Data Center serving users across Australia and New Zealand regions! Yes, it took us a bit longer to get here, but this version of Zoho Tables
    • Delivery and handling of documents e-stamped using Zoho Sign

      Hello everyone! Zoho Sign makes it easy to pay non judicial stamp duty online and automatically attach the digitally generated e-stamp challan to electronic documents. We also manage the delivery of physical e-stamped papers. We periodically receive these
    • Introducing Dedicated Modules for Plans, Addons, and Coupons in Zoho Billing

      We’ve enhanced the way you manage Plans, Addons, and Coupons in Zoho Billing. Previously, all three grouped together under Subscription Items. Now, each one has its own dedicated module, giving you a cleaner and more intuitive experience. This update
    • Sortie de Zoho TABLE ??

      Bonjour, Depuis bientôt 2 ans l'application zoho table est sortie en dehors de l'UE ? Depuis un an elle est annoncée en Europe Mais en vrai, c'est pour quand exactement ??
    • Next Page