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.


    Access your files securely from anywhere







                            Zoho Developer Community




                                                  • Desk Community Learning Series


                                                  • Digest


                                                  • Functions


                                                  • Meetups


                                                  • Kbase


                                                  • Resources


                                                  • Glossary


                                                  • Desk Marketplace


                                                  • MVP Corner


                                                  • Word of the Day


                                                  • Ask the Experts





                                                            Manage your brands on social media



                                                                  Zoho TeamInbox Resources



                                                                      Zoho CRM Plus Resources

                                                                        Zoho Books Resources


                                                                          Zoho Subscriptions Resources

                                                                            Zoho Projects Resources


                                                                              Zoho Sprints Resources


                                                                                Qntrl Resources


                                                                                  Zoho Creator Resources



                                                                                      Zoho CRM Resources

                                                                                      • CRM Community Learning Series

                                                                                        CRM Community Learning Series


                                                                                      • Kaizen

                                                                                        Kaizen

                                                                                      • Functions

                                                                                        Functions

                                                                                      • Meetups

                                                                                        Meetups

                                                                                      • Kbase

                                                                                        Kbase

                                                                                      • Resources

                                                                                        Resources

                                                                                      • Digest

                                                                                        Digest

                                                                                      • CRM Marketplace

                                                                                        CRM Marketplace

                                                                                      • MVP Corner

                                                                                        MVP Corner









                                                                                          Design. Discuss. Deliver.

                                                                                          Create visually engaging stories with Zoho Show.

                                                                                          Get Started Now


                                                                                            Zoho Show Resources

                                                                                              Zoho Writer

                                                                                              Get Started. Write Away!

                                                                                              Writer is a powerful online word processor, designed for collaborative work.

                                                                                                Zoho CRM コンテンツ



                                                                                                  Nederlandse Hulpbronnen


                                                                                                      ご検討中の方




                                                                                                              • Recent Topics

                                                                                                              • Zoho Flow - Add to Google Calendar from trigger in Zoho Creator App

                                                                                                                Hello! New to Zoho Flow, but I believe I have everything setup the way it should be however getting an error saying "Google Calendar says "Bad Request". Any idea where I should start looking? Essentially some background: Zoho Creator app has a trigger
                                                                                                              • Email authentication

                                                                                                                أريد التحقق من البريد الإلكتروني
                                                                                                              • What’s New in Zoho Analytics – December 2025

                                                                                                                December is a special time of the year to celebrate progress, reflect on what we have achieved, and prepare for what’s ahead! As we wrap up the year, this month’s updates focus on refining experiences, strengthening analytics workflows, and setting the
                                                                                                              • Marketing Tip #12: Earn trust with payment badges and clear policies

                                                                                                                Online shoppers want to know they can trust your store. Displaying trust signals such as SSL-secure payment badges, return and refund policies, and verified reviews shows visitors that your store is reliable. These visual cues can turn hesitation into
                                                                                                              • The improved portal experience: Introducing the template view for inventory modules, enhanced configurations, and PDF export support

                                                                                                                Availability: Open for all DCs. Editions: All Hello everyone, You can now achieve a seamless, brand-aligned portal experience with our enhanced configuration options and the new template view for inventory modules. Your clients will now be able to view
                                                                                                              • Zoho Analytics Bulk Api Import json Data

                                                                                                                HI, I’m trying to bulk-update rows in Zoho Analytics, and below are the request and response details. I’d like to understand the required parameters for constructing a bulk API request to import or update data in a table using Deluge. Any guidance on
                                                                                                              • Project Management Bulletin: December, 2025

                                                                                                                The holiday cheer is in the air and it’s time to reflect on the year that was. At Zoho PM Suite, we've been working behind the scenes on something huge and exciting all year and now we are almost ready—with just a bit of confetti—for our grand release
                                                                                                              • Inventory batch details

                                                                                                                Hi there, I'm trying to get the batch details of an item, here's what I've done so far. I've sent cUrl request to the below endpoint and I get a successful response. Within in the response I find the "warehouses" property which correctly lists all the
                                                                                                              • Auto check out after shift complete

                                                                                                                i'm just stuck here right now, i wanna know how to do this thing, now tell me, how can i configure a custom function that runs after complete shift time if employee forget to check-out ?
                                                                                                              • How to create a flow that creates tickets automaticaly everyday based on specific times

                                                                                                                Hi guys Does anyone know how to create a flow that will create tickets automaticaly in ZOHO Desk when a certain time is reached. Im havin a hard time configuring a flow that will create tickets automaticaly everyday during specific hours of the day For
                                                                                                              • ZOHO FLOW - ZOHO CREATOR - ZOHO WRITER : Get Related records

                                                                                                                Bonjour, J'ai besoin que vous m'ajoutiez la solution "Get related Records" dans la liste de choix de zoho creator (sous Zoho flow). En effet, j'ai besoin de récupérer les champs d'un sous formulaire pour l'ajouter à l'impression de mon document. Mer
                                                                                                              • Will zoho thrive be integrated with Zoho Books?

                                                                                                                title
                                                                                                              • Connecting email for each department in ZohoDesk

                                                                                                                Hi! Could someone help me to go through connecting emails for each department?
                                                                                                              • How do I trigger a Flow based on a campaign response?

                                                                                                                Is there a way to trgiider a Zoho Flow based upon a lead opening an email sent via Zoho Campaigns? I see that the data is recorded in the 'Campaigns' section of Zoho CRM under 'Member Status' and I want to trgigger a flow based upon that record changing.
                                                                                                              • All Zoho Flows are filtered

                                                                                                                My two flows operate perfectly when I run them as a test, but when they're activated each run ends with a status of neither success, nor fail, but filtered. I haven't set up any filters. I don't see where to turn off filters. When I test run on a sequence
                                                                                                              • Creating Multiple Items on Sales Order

                                                                                                                Hi, I’m trying to automate some processes using Zoho Flow, specifically the creation of sales orders in my Zoho Inventory. However, Zoho Flow's Create Sales Order function can only add one item. I would like to include multiple items in a single sales
                                                                                                              • Problem Connection from Zoho Flow and Gravity Form

                                                                                                                I obtained my API key from Gravity Forms via WordPress. However, when I enter my Zoho Flow, it states: Gravity Forms says, 'You are not authorised to access the API." I tried recreating a new API key, but it is still not working.
                                                                                                              • Eventbrite Email Field in Zoho Flow Returns "Info Requested" Instead of Actual Email

                                                                                                                Hi Zoho team, I'm using Zoho Flow to connect Eventbrite with Zoho CRM. My goal is to automatically add event attendees as leads in Zoho CRM. I’ve set up the flow and mapped the ${trigger.profile_email}} field to the Email field in CRM. However, I'm running
                                                                                                              • "Invalid value passed for Product ID" Error in Zoho Flow "Create Sales Order" Node

                                                                                                                Hello Zoho Community, I’m facing an issue with Zoho Flow while trying to create a sales order in Zoho Inventory using the "Create Sales Order" node. Here’s a detailed explanation of my setup and the problem: What I’m Trying to Achieve I’m building an
                                                                                                              • Associating Project with an Account via Flow

                                                                                                                I'm using flow to create a Project based on a Deal status update using flow. The fields exist to pass the Account Name through properly, but when you view the Projects module in a CRM Account Record it doesn't automatically associate the new Project Record
                                                                                                              • How to follow up a member in a meeting?

                                                                                                                Hello, I make weekly meeting online with a lot of people. I want(I've been using calendly to do it). I want to do a follow-up to it. I want to send messages via Zoho-flow to all the member that participated in the meeting. How can I do it?
                                                                                                              • Setting Delays in Invoice Reminder Flow

                                                                                                                I am currently working on a flow that sends reminders for unpaid invoices. The flow is designed to delay actions until specific intervals before the due date: A reminder should be sent 7 days before the due date. A second reminder should be sent 3 days
                                                                                                              • Get Sales Orders Related to Inventory Item

                                                                                                                Dear Team, I'm just wondering if there is a way to get a list of all Sales Orders related to a specific Inventory Item. I did search all articles but couldn't find any article that could help.
                                                                                                              • Endpoint Central Cloud Asset Update from Fresh Service

                                                                                                                All, Does anyone use the asset management feature in Fresh Service? I'd like some help on building a flow to update asset attributes in Endpoint Central Cloud based off of an update to that same asset in Fresh Service. The trigger is "asset is updated"
                                                                                                              • Zoho Flow Export to Deluge

                                                                                                                It would be great to take a user built zoho flow and export the entire flow as a deluge script including having multiple connected applications (showing the API connections and webhooks) and different functionality in the other applications interacting
                                                                                                              • Action Iteration/Loop using Zoho Flow

                                                                                                                Trying to use Zoho Flow for automating following Context - A zoho form entry which has image upload field with upto 5 images setting and files are saved into Workdrive. After form is submitted need to create folder based on some fields and move files
                                                                                                              • Zoho Flow - Unable to evaluate formatDate with Zoho Invoice Date Field for Calendar Integration

                                                                                                                Hello Community, I'm trying to automate the creation of all-day events in Zoho Calendar whenever a new invoice is created in Zoho Invoice. I'm using Zoho Flow for this automation. My Goal: When an invoice is created with a specific "Event Date," I want
                                                                                                              • Zoho Inventory Sales Order Items

                                                                                                                I'm trying to build automation using Zoho Flow to add items to a Sales Order. In the automation options for both "create sales order" and "update sales order", The item ID is required. However, when I update the Sales Order, it's just replacing the item
                                                                                                              • Permissions for Azure Devops connection

                                                                                                                I am trying to set up a connection with our Azure DevOps org but it keeps giving me this error. On Azure I should be able to have admin-level access to everything. Can you please point me to which permission this is checking for so I can enable it?
                                                                                                              • Best way to start zoho inventory with bulk openning stock

                                                                                                                We are already using zoho book since long time for cars trading company. Now to streamline more, would like to import the excel data of closing stock of inventory to zoho inventory and to start on. Since we need to track each VIN (unique vehicle id number)
                                                                                                              • My IMAP mail suddenly stopped working

                                                                                                                On my iPhone and iPad, IMAP stopped working for my Zoho account with the error "User name or password incorrect" and "Invalid credentials failure" however I was able to access via web with the same credentials. Also stopped working on Apple Mail client.
                                                                                                              • Confused by the distiction between matched and categorized when reconciling a bank statement an how to

                                                                                                                I used to use quickbooks. In quickbooks, it was possible to use the check writing feature to add an expense that was on the bank statement that did not go through the AP and check writing process. I would write a check, assign it a number like etf (for
                                                                                                              • Not Receiving OTP • https://voters.eci.gov.in/home/family

                                                                                                                Hello Customer, Greetings from Zoho Mail. Upon a detailed review of our delivery logs, we can confirm that other Zoho Mail users are successfully receiving OTP emails from eci.gov.in. However, in your specific case, it appears that the OTP emails are
                                                                                                              • WorkDrive for Excel Add on

                                                                                                                Dear Sir/Madam Have installed Workdrive for Microsoft add on But unable to view the same added in Excel
                                                                                                              • Splitting Transactions in Zoho Books

                                                                                                                I have read in past forum posts that the ability to split bank transactions would likely be implemented - it's definitely a typical accounting program feature.  I'm new to Zoho and thought I'd found nirvana until I realized this feature doesn't seem to
                                                                                                              • Zoho Calendar s’enrichit avec une intégration à Zoho People et Zoho Cliq

                                                                                                                Les journées de travail ne se déroulent jamais exactement comme prévu. Une conversation informelle devient une séance d’échange d'idées, une absence modifie un planning, et votre agenda se retrouve vite décalé par rapport à la réalité. Chez Zoho Calendar,
                                                                                                              • Holidays

                                                                                                                Hi; For defining Holidays, you need to add logic to handle the year as well as the month & day. We need to be able to enter Holidays for the next year. I need to add a holiday for January 2, 2017, but I can't until January 1st, which is a Sunday and we
                                                                                                              • Zoho public comments are confusing and unnecessary

                                                                                                                Hi, we use zoho desk and have issues with public comments. We started using them because the "Reply" option just seemed very clumsy because of the following reasons: - the top "Reply" button starts what seems to be a regular email, showing the entire
                                                                                                              • Zoho API - ticket creation - Validation failed for the condition : Ticket Status Info should not be empty

                                                                                                                Hi ! I'm trying to create ticket through Zoho API, and I'm getting a 422 response : "Validation failed for the condition : Ticket Status Info should not be empty" My request looks like this : curl --location 'https://desk.zoho.eu/api/v1/tickets' \ --header
                                                                                                              • Deleting unwanted ticket replies

                                                                                                                Hello, In a Zoho Desk Ticket thread, sometimes one of the recipients has auto-reply activated. This creates a new message in the Ticket thread that not only pollutes the thread, but most importantly cannot be replied properly because usually auto-reply e-mails don't do "reply all", so the other recipients are not included. I want to delete such a message in the Ticket thread. I searched the help of Zoho Desk, but only found a way to mark as Spam (https://help.zoho.com/portal/kb/articles/marking-support-tickets-as-spam)
                                                                                                              • Next Page