Kaizen #203 - Answering Your Questions | Handling API Limits and Error Responses

Kaizen #203 - Answering Your Questions | Handling API Limits and Error Responses



Hi Everyone,
Welcome back to yet another post in the Kaizen Series! 
We appreciate your keen participation in the 200th milestone celebration of the Kaizen series. We will continue to answer the queries we received through the feedback. 
When working with Zoho CRM APIs, you must respect API limits, handle errors properly, and deliver meaningful experiences—even when things go wrong. In this post, we will discuss handling API limits and error responses.

Understanding Zoho CRM API Limits

Zoho CRM enforces API limits based on the purchased user licenses and add-on credits, and this is to ensure availability to all users and prevent abuse of its APIs. The following limits are applicable to Zoho CRM REST APIs.

  • API Credits Limits: Each edition (Free, Standard, Professional, etc.) comes with a set number of API credits per rolling 24-hour window. For example, Enterprise/Zoho One offers a baseline of 50,000 plus 1,000 per user license, with a cap up to 5,000,000 credits including add-one credits. You can refer to our help documentation on API limits for more details.
  • Concurrency Limits: Concurrency is the number of parallel API calls that are active at one time instance. Apps are capped at concurrent requests based on CRM edition: Free (5), Standard (10), Professional (15), Enterprise (20), Ultimate (25).
  • Sub-Concurrency Limits: Some resource-intensive APIs have their own concurrency limits (typically 10 concurrent requests): bulk updates, queries, lead conversion, mail, etc. Exceeding these returns a TOO_MANY_REQUESTS error.
  • Limits per Call: Different APIs have specific limits for the number of resources that can be inserted/updated. For example for insert, update, or upsert records, you can pass up to 100 records in one API call. Refer to the individual help documentation for any such limits.

Tips:

  • Monitor Usage: Use Zoho’s dashboard to track API credits in real time. Set alerts if you are approaching limits. Alternatively, keep an eye on the header X-API-CREDITS-REMAINING which denotes the remaining credits that will be present in the response when your API usage exceeds 50 percent or the daily available credit limit. Also, you can customize your usage notification to receive an email alert.
  • Batch Operations: Prefer bulk inserts/updates (up to 100 records/call) to reduce wasteful requests. Use composite APIs when multiple APIs need to be executed. 
  • Space Out Calls: When integrating, use logical intervals and avoid call bursts to prevent concurrency /subconcurrency limit getting applied. We have covered this in more detail in our previous Kaizen post : How to effectively handle API calls to optimize API credits?

Limits in Zoho CRM GraphQL APIs

Like our REST APIs, our GraphQL API calls also consume credits based on the type and number of resources queried. Maximum allowed credits per call is 10 credits.
Complexity for each query is calculated based on the type and number of resources requested, and maximum allowed complexity is 1,000 per query. 
Depth refers to the number of nesting layers of a field. Depth up to seven for metadata and three for records is allowed.
You can refer to our GraphQL API documentation on Credits, Complexity, and Depth for more details.

Handling Errors

 Zoho CRM REST APIs return 200 status codes for every successful API call. Each API error has these sections:
  • Status Code 
  • Error Code 
  • Message 
Different sections of an error response
Here "resource_path_index": 0 in the response indicates which segment of the URL path contains the error, counting after the API version.

Common Errors

  • 400 Bad Request:  
    • INVALID_MODULE
      • Cause: Incorrect module name (e.g., "Lead" vs "Leads").
      • Fix: Use exact API names from Setup > Developer Space > APIs.
    • INVALID_DATA
      • Cause: Malformed JSON/wrong data type.
      • Fix: Validate field formats.
    • DUPLICATE_DATA
      • Cause: Unique field value exists elsewhere.
      • Fix: Disable "Do not allow duplicates" or change value.
    • MANDATORY_NOT_FOUND
      • Cause: Missing required field (e.g., Last_Name in Contacts while trying to insert a new record in Contacts module).
      • Fix: Include all mandatory fields in the request.
  •  401 Unauthorized: 
    • AUTHENTICATION_FAILED
      • Cause: Wrong domain URL .
      • Fix: Use the correct domain-specific URL.
    • INVALID_TOKEN:
      • Cause: Expired OAuth token is used for making API call.
      • Fix: Refresh access token using the refresh token.
  • 403 Forbidden: 
    • NO_PERMISSION
      • Cause: User lacks permission for the resource.
      • Fix: Obtain necessary permission to access the resource.
  •  404 Not Found: 
    • INVALID_URL_PATTERN
      • Cause: URL syntax error.
      • Fix: Verify endpoint structure in API docs.
  •  429 Too Many Requests: 
    • TOO_MANY_REQUESTS
      • Cause: Number of API requests for the 24 hour period is exceeded or the concurrency/sub-concurrency limit of the user for the app is exceeded.
      • Fix: Make calls in accordance with the limits.
  • 207 Multi-Status: 
    • In some cases when the API is partially successful, 207 status code is returned.

Tips

  • Mandatory Fields: Provide all mandatory fields in the response body.
  • OAuth Issues: Ensure correct scopes.
  • Inspect Every Response Body: Parse responses even if the HTTP status code returned is 2XX. 
  • Validate Data Before Calling: Ensure your request matches the expected format. Clean data before submission to prevent 400-range errors (e.g., MANDATORY_NOT_FOUND, DUPLICATE_DATA).
  • Token Issues: Respond to INVALID_TOKEN with a token refresh workflow.

Error Status Code in GraphQL APIs 

Zoho CRM GraphQL APIs return errors in 200 and 400 status codes depending on error type. 200 HTTP status codes are returned in two cases. 
(a) Issue in the input when validated against the schema .
(b) Runtime errors due to credits, depth, and so on.

Refer to the Status Codes and Responses page in GraphQL for more information.
We hope you found this post useful. We will be back next week to answer another query we received.
Let us know if you have any questions in the comments or drop us an email at support@zohocrm.com.



        • Recent Topics

        • Emails are going to notification folder and not in inbox

          emails are going to notification folder and not into inbox
        • How can I prevent the Zoho Vault extension from automatically logging me out?

          Hi, I want the Zoho Vault Chrome extension to never log out. How can I do this? It only allows me to log out for 1 week, and the same applies to the Android app.
        • Zoho CRM App - Links

          Hi  Is there are plan for making Custom Links available in the Zoho CRM Android App? I can't see them being added? Thanks Gene
        • Templates

          Trying to sort out / get rid of unwanted invoice templates, the error msgs are not at all helpful. Surely it's easy to amend the error msg by including a list of the names of the customers / vendors that use it, denying deletion or making it inactive
        • Contacts limit in basic vs standard - what counts? Are customers contacts?

          I’ve been using books for a number years for my small business. I only ever work with 20 clients at any given time. I do purchase services from a number of vendors to run my business, so there are some comtacts there too. I used to use the basic package,
        • Finding missing records

          I have a challenge and I am not really sure where to start with it. I can't find any similar threads on here, can anyone help: I have two forms, FormA and FormB. Both forms have records that contain a field called Job_Number. What I am trying to achieve
        • Read webpage - MSXML2.ServerXMLHTTP

          I have the following VBA script, put together from various sources (mainly zoho forum/help/support, so it once worked, I guess): private Sub GetListOfSheets() Dim url As String Dim xmlhttp As Object Dim parameters As String Dim html As String range("B1").value
        • Addin Support in Zoho Sheet

          Is there any addin support available in zoho sheet as like google marketplace to enhance productivity by connecting with other apps, providing AI data analysis, streamlining business processes, and more?
        • Prevent Unapproved Quotes from Exporting to Zoho CRM Finance Module

          Is it possible to prevent unapproved quotes in Zoho Books from being exported from Zoho Finance module inside Zoho CRM?
        • ZOHO BOOKS - RECEIVING MORE ITEMS THAN ORDERED

          Hello, When trying to enter a vendor's bill that contains items with bigger quantity than ordered in the PO (it happens quite often) - The system would not let us save the bill and show this error: "Quantity recorded cannot be more than quantity ordered." 
        • Updates for Zoho Campaigns: Merge tag, footer, and autoresponder migration

          Hello everyone, We'd like to inform you of some upcoming changes with regard to Zoho Campaigns. We understand that change can be difficult, but we're dedicated to ensuring a smooth transition while keeping you all informed and engaged throughout the process.
        • Process between CRM and Campaigns to ensure double opt-in contacts?

          I would like to ask for a few clarifications to ensure we fully comply with best practices and legal requirements: According to the documentation (Zoho Campaigns CRM sync – Default option), the best and recommended way to sync contacts is by using the
        • What's New in Zoho Inventory | August – October 2025

          Hello customers, The last quarter has been incredibly productive! We've released a powerful slate of new features and enhancements in Zoho Inventory designed to give you better control, greater efficiency, and expanded functionality across your inventory
        • Search not working!

          I have items in my notebook tagged but when I search for a tag nothing comes up! Any fix for this?
        • Let's Talk Recruit: Meet Zia, your all-in-one AI assistant (Part-2)

          Welcome back to Let’s Talk Recruit series. In Part 1, we introduced Zia and how AI is reshaping the way recruiters work. This time, we’re taking a closer look at how far Zia has come and how each update continues to simplify your everyday tasks. When
        • Zoho Developer - Feature Request Platform

          Zoho Developer is one of the most underatted platform in zoho ecosystem, however, it may just be what zoho needs to welcome more people to use Zoho Services. The more developers you have creating zoho creator applications and zoho extensions the more
        • Last/Previous month in relative date filter

          In the relative date filter, what is the difference between "Last 2 months" and "Previous 2 months"? So, if we are on 25-July, then is my understanding correct of the following: Last 2 months :=:      25-May~24 July Previous 2 months :=:     01-May~30-June Thanks.
        • Tags get removed from notes on mobile

          I don't know why this keeps happening even after all these app updates but if you log out and log back into the app or you reinstall it, all the tags you assigned to your notes get taken off, but if you go on the desktop version the tags are still there.
        • Show Zoom Link in Recipient's Calendar

          We set up meetings within a record, selecting the "Make this an online meeting".  We use Zoom. Most of the recipients go to their calendar (usually Gmail or Outlook, corporate) to join the Zoom meeting, but there is no Zoom link in the calendar. Can this
        • How to fetch custom fields for time entries in Zoho Project API v3

          In the previous Zoho Projects REST API, we were able to retrieve custom field details for time entries, including picklist options, using the endpoint: GET /restapi/portal/[PORTAL_ID]/timesheetcustomfields In the new Zoho Projects API v3, we tried using
        • VAT rates - exempt and out of scope

          Good Evening, UK based company here. I am a bit confused in respect of setting up VAT rates for exempt goods and services; at present I am simply leaving the VAT rate blank in the transactions in order to prevent any VAT appearing in the VAT return. When
        • Zoho is blocking emails I subscribe to from one sender

          About 4 months ago I stopped receiving newsletters that I subscribe to from @thedispatch.com. They tell me that zoho's server is blocking them. I've added them to my contacts list, but they're not even reaching my inbox. I don't know how to troubleshoot
        • Introducing Lead Capture: Empower exhibitors to capture leads effortlessly

          Events provide a great opportunity for exhibitors to generate awareness and engage with potential customers. Efficiently distributing attendee information to exhibitors through a seamless and secure way is of paramount importance. Introducing Lead Capture
        • Work Order Creation Issue

          Dear Team, I would like to inquire about the daily limit for Work Order creation in Zoho FSM. Yesterday (02/05/2025) at around 6:30 PM GST, I attempted to create a Work Order, but I have been unable to do so since then. Please find the attached image
        • Accessing shared mailboxes through Trident (Windows)

          Hi, I have a created a couple of shared mailboxes. The mailboxes are showing up on the browser based Zoho workplace, but I cannot seem to figure out how to access my shared inboxes through Trident (Windows). Am I missing something or is this feature not
        • URGENT: ChatGPT Extension Failing With “gpt-3 Access Error” (Priority Support)

          Appreciate support reviewing this urgently. I am a Priority Support member and need immediate clarification on a recurring issue involving the ChatGPT extensions inside Zoho Desk. Both extensions — including the version created and published by Zoho —
        • Server error when trying to Data > Sort > Custom Sort

          Been using Data > Sort > Custom Sort for a while, now it has suddenly stopped working. When selecting the same data range and trying to execute, I get "Sorry! There was a problem saving your last edit. Please try again."
        • Zoho Desk iOS update: Custom buttons, follow/ unfollow option on tickets

          Hello everyone! In the most recent Zoho Desk iOS app update, we have brought in support to access the custom buttons configured on web app(desk.zoho.com). Using custom buttons you can seamlessly execute predefined actions directly from their mobile devices,
        • Zoho pdf suit

          Pl. design products with following feature: 1. Please add all features given in Ilovepdf website to work on pdf files. It is mandatory to use pdf in court work. 2. Courts have prescribed New Times Roman, pl. add this font as well 3. Indexing, signature
        • Zoho Not Working

          Today Zoho not wokring
        • Dynamically autofill fields with URL parameters

          I have a zoho form embedded in my organization's WP website. Our users find their account with a search tool, and then can select to open this page with the embedded form. The URL of the page holds the parameter that I need, but I cannot figure out how
        • User Automation: User based workflow rules & webhooks

          User management is an undeniable part of project management and requires adequate monitoring. As teams grow and projects multiply, manual coordination for updating users & permissions becomes difficult and can give way to errors. User automation in Zoho
        • Integrate Projects for Desk KB article release tasks

          Could you please look into the possibility of integrating project tasks for Zoho Desk article release processes? We are looking for an internal integration between Zoho Projects and Zoho Desk's KB article drafting, reviewing and releasing tasks. We could
        • Issue in Annual Leave

          We created a policy to credit 21 days at the Start of the Year An employee has taken 16 days of leaves thought the year, so we expect to see 5 Leaves remaining right? But Zoho People is Showing 12 Days of Leave Balance Available If we check the Leave
        • Use the searchBy parameter to find user by email address

          I'm trying to find a user is Zoho Desk via the Api. In the documentation I see that there is the possibility to add a searchBy parameter in the request. But I can't find how the search values should be formatted. I've tried multiple things and get either
        • Zoho CRM Community Digest - September 2025 | Part 2

          Hello Everyone! Mid-September vibes: fresh tips, smart hacks, and practical Zoho CRM updates all in one place. Let’s dive in. Product Updates: The All-New Address Field! The new Address field type makes it easier to capture complete addresses in one structured
        • Zoho Vault API: Create new Secrets

          Hello, I attempt to Post Secrets to the vault, since the encrypted entries are almost impossible to decrypt, since there is no documentation on how to decrypt them. Like with the lack of documentation on how to descrypt, there are missing information regarding on how to create new secrets/post secrets. Source: https://www.zoho.com/vault/api/#create-a-new-secret When I try to send JSON Informationen as a POST-Request I only receive the error message: {     "operation": {         "result": {             "error_code": "",
        • CRM and Finance Tab - Add Invoice "Subject " Column

          When On a contact in CRM, and you click the Zoho Finace tab, how can I put in the invoice subject line? Or even a custom field for this.  We need to see what that invoice is for, without opening it.   If we have tons of invoices we need a way to quick
        • Collections Management: #4 Before, During & After Payment Processing

          "Mark, I think the payment link isn't working. Can you send it again?" Staring at a message, Mark got on his phone. This was the third time the same customer had asked him that week. A few minutes later, another message came, "Hey, the invoice total seems
        • Account name not populating when importing contacts

          When importing a csv file to add contacts the account name is blank? Every other filed gets mapped and imported correctly, i.e contact name, phone number. However not the account name which I have mapped to "company" field in my csv file
        • Next Page