Kaizen #81 - COQL API - Part II

Kaizen #81 - COQL API - Part II

Hello everyone! 
Welcome to another week of Kaizen! 
In continuation to last week's post on COQL API, we will discuss the rest of the field types and their supported operators with detailed examples in this post. 

Supported field types and Operators

Please refer to the COQL API - Part I Kaizen post for the first three field types and their supported operators.

4) Boolean

The supported operator for Boolean field is =. You should provide the value as either true or false.

Sample Query

{
 "select_query" : "select Product_Name, Product_Code from Products where Product_Active = 'false' limit 2"
}

This sample query selects the Product_Name and Product_Code fields from the Products module where Product_Active is false, and limits the result to only 2 records.
Sample Response:
{
    "data": [
        {
            "Product_Code": "SR-001",
            "Product_Name": "Sigma",
            "id": "4876876000001036109"
        },
        {
            "Product_Code": "SR-003",
            "Product_Name": "Alpha",
            "id": "4876876000001039006"
        }
    ],
    "info": {
        "count": 2,
        "more_records": false
    }
}

what_Id support in COQL

=, !=, in, not in, is null, is not null are the supported operators. what_Id support is extended only to Tasks, Calls and Events. The what_Id field could be a lead or a contact.

Sample Query

{
    "select_query": "select 'What_Id->Leads.Last_Name' from Tasks where (('What_Id->Leads.id' in ('4876876000000900134','4876678000000900987')) AND ('What_Id->Leads.Industry' != 'ERP'))"
}

This sample query queries for the last name of leads associated with tasks where the lead ID is either '4876876000000900134' or '4876678000000900987', and the lead's industry is not 'ERP'.
Sample Response:
{
    "data": [
        {
            "What_Id->Leads.Last_Name": "Perry",
            "id": "4876876000001103044"
        }
    ],
    "info": {
        "count": 1,
        "more_records": false
    }
}

Roles and Profiles support in COQL

COQL supports roles and profiles lookup fields, allowing users to retrieve the owner's profile details such as ID, name etc, and the owner's role details using COQL queries. The supported comparators are =, !=, in, not in, is null, is not null.

Sample Query

{
    "select_query": "select Owner.role.id,Owner.role.name,Owner.role.reporting_to, Owner.role.share_data_with_peers, Owner.role.description, Owner.profile.id from Leads where Last_Name is not null LIMIT 1"
}

This query fetches the Profile details and Role details of the owner of one record from the Leads module. 

Sample Response:
{
    "data": [
        {
            "Owner.role.reporting_to": null,
            "Owner.profile.id": "4876876000000026011",
            "Owner.role.name": "CEO",
            "Owner.role.description": "crm.security.role.admin.desc",
            "Owner.role.share_data_with_peers": true,
            "Owner.role.id": "4876876000000026005",
            "id": "4876876000000333403"
        }
    ],
    "info": {
        "count": 1,
        "more_records": true
    }
}

Alias support

Supported operators : =, !=, in, not in, is null, is not null
Alias support in COQL allows users to simplify complex SELECT field names by giving them custom names or aliases. Using aliases in the SELECT column and ORDER BY class can make column names easier to understand and remember. For instance,  What_Id->Leads.Last_Name from our previous example can be given an alias in the SELECT query as follows.

Sample Query

{
    "select_query": "select 'What_Id->Leads.Last_Name' AS 'Lead Name' from Tasks where (('What_Id->Leads.id' in ('4876876000000900134','4876678000000900987')) AND ('What_Id->Leads.Industry' != 'ERP'))"
}

Sample Response:
{
    "data": [
        {
            "id": "4876876000001103044",
            "Lead Name": "Perry"
        }
    ],
    "info": {
        "count": 1,
        "more_records": false
    }
}

If you compare this response with the sample response in the what_Id section above, you can see that the key 'What_Id->Leads.Last_Name'  is replaced with the Alias 'Lead Name'  in here. 

Aggregate Function Support in COQL

Aggregate functions in COQL allow you to perform calculations on groups of records in a module. The available aggregate functions include SUM, MIN, MAX, AVG, and COUNT.

1. SUM

Use this function to sum up the values of an aggregate field in a module. 

Sample Query 1

{
    "select_query":"select SUM(Grand_Total) from Quotes WHERE Quote_Stage = 'Draft' "
}

This Query uses the SUM function to calculate the total value of the Grand_Total field for all quotes in the Draft stage in the Quotes module.
Sample Response:
{
    "data": [
        {
            "SUM(Grand_Total)": 1073660
        }
    ],
    "info": {
        "count": 1,
        "more_records": false
    }
}

Sample Query 2

{
    "select_query": "select SUM(Grand_Total), Account_Name.Account_Name AS 'Account Name', Billing_Country from Invoices where ((Status != 'Paid') and ((Billing_Country ='USA') OR (Billing_Country = 'Canada'))) GROUP BY Account_Name.Account_Name, Billing_Country ORDER BY 'Account Name' ASC"
}

This query retrieves the total SUM of the Grand_Total field, along with the Account_Name and Billing_Country from the Invoices module for those records whose Status field is not equal to 'Paid' and the Billing_Country field is either 'USA' or 'Canada'. The results are grouped by the Account_Name and Billing_Country fields and ordered in ascending order based on the 'Account Name' field.

Note that the 'Account Name' field is specified using the AS keyword to provide an alias for the Account_Name.Account_Name field. We have used the alias for the ORDER BY clause.
Sample Response:
{
    "data": [
        {
            "Account Name": "SR Systems",
            "Billing_Country": "USA",
            "SUM(Grand_Total)": 2430000
        },
        {
            "Account Name": "SR Systems",
            "Billing_Country": "Canada",
            "SUM(Grand_Total)": 60000
        },
        {
            "Account Name": "Zylker systems",
            "Billing_Country": "Canada",
            "SUM(Grand_Total)": 378000
        }
    ],
    "info": {
        "count": 3,
        "more_records": false
    }
}

The response JSON contains the SUM of the Grand_Total fields, Account Name and Billing_Country for each unique combination of Account Name and Billing Country fields that satisfies the filter criteria specified in the query. 

2. MAX

Use this aggregate function to find the largest value of a field in a module. 

Sample Query

{
    "select_query": "select MAX(Amount) AS 'Maximum Deal Amount', Account_Name.Account_Name from Deals where ((Stage = 'Closed Won') AND  (Type = 'Existing Business')) Group by Account_Name.Account_Name"
}

This Query selects the maximum Deal Amount for each account from the Deals module where the stage is Closed Won and the type is Existing Business.
Sample Response:
{
    "data": [
        {
            "Maximum Deal Amount": 6750000,
            "Account_Name.Account_Name": "Benton"
        },
        {
            "Maximum Deal Amount": null,
            "Account_Name.Account_Name": "King"
        },
        {
            "Maximum Deal Amount": 945000,
            "Account_Name.Account_Name": "Morlong Associates"
        }
    ],
    "info": {
        "count": 3,
        "more_records": false
    }
}

3. MIN

Use this aggregate function to find the smallest value of a field in a module. For example, you can use this function to find the Lowest Annual Revenue in the Leads module.

Sample Query: 1:

{
        "select_query": "select MIN(Annual_Revenue) from Leads where Annual_Revenue is not null"
}

Sample Response:
{
    "data": [
        {
            "MIN(Annual_Revenue)": 348.3
        }
    ],
    "info": {
        "count": 1,
        "more_records": false
    }
}

4. AVG

Use this aggregate function to find the average value of a field in a module. 

Sample Query

{
    "select_query": "SELECT AVG(Amount) AS 'Average Deal Amount' FROM Deals WHERE Type = 'New Business'"
}

This query calculates the average deal amount for all new business deals in the "Deals" module. 
Sample Response:
{
    "data": [
        {
            "Average Deal Amount": 877366.8359999999
        }
    ],
    "info": {
        "count": 1,
        "more_records": false
    }
}

5. COUNT

Use this aggregate function to count the number of records in a module satisfying a certain criteria. You can use this aggregate function only for number, lookup, and picklist fields.

Sample Query:

{
    "select_query": "SELECT COUNT(Product_Category) FROM Products WHERE Product_Active = 'false'"
}
This sample query queries for the total number of inactive products in the Product module. Please be aware that if there are any products with no value for the product category field, they will not be included in the count.

Important points to remember

  • COQL keywords are not case-sensitive.
  • To prevent ambiguity, the criteria listed in the WHERE clause must be properly enclosed in brackets. If WHERE has more than two criteria such as A, B, and C, use them as either of the following:
    • (A and (B and C))
    • ((A and B) and C)
    • A and (B and C)
    • (A and B) and C.
  • COQL supports only SELECT queries with WHERE, FROM, ORDER BY, LIMIT, and OFFSET clauses and aggregate functions SUM(), MAX(), MIN(), AVG(), and COUNT().
  • The default sort order is ascending based on record ID if ORDER BY is not specified.
  • Use the following format for :
    • Date : YYYY-MM-DD
    • DateTime : YYYY-MM-DDTHH:mm:ss+/-HH:mm
  • The default value for LIMIT is 200 and OFFSET is 0.
  • A maximum of 10,000 records can be fetched using the API.
  • Multi-line fields cannot be used in criteria.
  • COQL doesn't support consent_lookup, subform, profileimage, multiselectlookup, fileupload datatypes.
  • A maximum of 25 criteria can be included in the WHERE clause.
  • A maximum of 50 field API names can be used in the SELECT column of the query.

     Data Type
     Supported Operators
     text
     =, !=, like, not like, in, not in, is null, is not null
     picklist
     =, !=, like, not like, in, not in, is null, is not null
     ownerlookup
     =, !=, in, not in, is null, is not null
     lookup
     =, !=, in, not in, is null, is not null
     date
     =, !=, >=, >, <=, <, between, not between, in, not in, is null, is not null
     datetime
     =, !=, >=, >, <=, <, between, not between, in, not in, is null, is not null
     currency
     =, !=, >=, >, <=, <, between, not between, in, not in, is null, is not null
     boolean
     =
     email
     =, !=, like, not like, in, not in, is null, is not null
     phone
     =, !=, like, not like, in, not in, is null, is not null
     website
     =, !=, like, not like, in, not in, is null, is not null
     double
     =, !=, >=, >, <=, <, between, not between, in, not in, is null, is not null
     bigint
     =, !=, >=, >, <=, <, between, not between, in, not in, is null, is not null
     integer
     =, !=, >=, >, <=, <, between, not between, in, not in, is null, is not null
     formula
     If the return type is:
          Decimal/Currency/Date/Datetime : =, !=, >=, >, <=, <, between, not between, in, not in, is null, is not null
          String : =, !=, like, not like, in, not in, is null, is not null
          Boolean : =
     autonumber
     =, !=, like, not like, in, not in, is null, is not null
We hope you found this post useful. We will meet you next week with another interesting topic.

If you have any questions or feedback, please let us know in the comments below, or write to us at support@zohocrm.com. We would love to hear from you! 


Additional Reading:








    • Sticky Posts

    • Kaizen #198: Using Client Script for Custom Validation in Blueprint

      Nearing 200th Kaizen Post – 1 More to the Big Two-Oh-Oh! Do you have any questions, suggestions, or topics you would like us to cover in future posts? Your insights and suggestions help us shape future content and make this series better for everyone.

    • Kaizen #226: Using ZRC in Client Script

      Hello everyone! Welcome to another week of Kaizen. In today's post, lets see what is ZRC (Zoho Request Client) and how we can use ZRC methods in Client Script to get inputs from a Salesperson and update the Lead status with a single button click. In this

    • Kaizen #222 - Client Script Support for Notes Related List

      Hello everyone! Welcome to another week of Kaizen. The final Kaizen post of the year 2025 is here! With the new Client Script support for the Notes Related List, you can validate, enrich, and manage notes across modules. In this post, we’ll explore how

    • Kaizen #217 - Actions APIs : Tasks

      Welcome to another week of Kaizen! In last week's post we discussed Email Notifications APIs which act as the link between your Workflow automations and you. We have discussed how Zylker Cloud Services uses Email Notifications API in their custom dashboard.

    • Kaizen #216 - Actions APIs : Email Notifications

      Welcome to another week of Kaizen! For the last three weeks, we have been discussing Zylker's workflows. We successfully updated a dormant workflow, built a new one from the ground up and more. But our work is not finished—these automated processes are

    • Recent Topics

    • Synchronise item image between Zoho Commerce and Zoho Books/Inventory/CRM

      Here is a blindingly simple idea to tie several Zoho products together. Zoho - please include a method to synchronise the item image (or images) from one Zoho application to another. For example, if you upload an item image in Zoho Inventory, a user should

    • How do I migrate from zoho mail to Office 365?

      The manual migration of Zoho Mail to Microsoft 365 typically requires using IMAP to move emails and configuring Microsoft Outlook to sync Zoho Mail. This approach can be error-prone, especially if there are multiple accounts or large email archives. Moreover,

    • New Update: Convert External Users in Bulk in Zoho Directory

      Greetings to all Zoho Directory users out there! We’re excited to introduce a new update that makes user management in Zoho Directory even more efficient; you can now convert external users in bulk! Earlier, admins could convert only one external user

    • New Update: Convert External Users in Bulk in Zoho One

      Greetings to all Zoho One users out there! We’re excited to introduce a new update that makes user management in Zoho One even more efficient; you can now convert external users in bulk! Earlier, admins could convert only one external user at a time.

    • How to edit form layout for extension

      I am working on extension development. I have created all the fields. I want to rearrange the layout in Sigma platform. But there is no layout module in Sigma. How can I achieve this for extensions other than Zet CLI and putting the fields into widget

    • Website not properly connecting with Zoho Creator app portal (embed & data sync issue)

      Hello Zoho Community, I’m currently facing an issue while trying to connect my external website with a Zoho Creator app portal. I have a tool-based website ( https://mygardencalculator.com/ ) where users interact with calculators and dynamic content.

    • 日本語フォントの選択肢拡充についての要望

      日本語フォントの選択肢がとても少ないと感じたことはありませんか？ 多くのアプリ（たとえば Invoice）ではフォントが1種類しかなく、正直あまり使いやすい・見た目が良いとも言えません。 そろそろ、もっと多くの日本語フォントを追加してほしい、そしてすべてのアプリで同じフォント選択肢を使えるようにしてほしいと、私たちユーザーが声を上げる時期だと思います。 ご存じのとおり、現状ではアプリごとにフォント周りの仕様にほとんど一貫性がありません。 みなさん、一緒に要望を出していきましょう！

    • Does anyone know how to setup Zoho Desk or Zoho CRM as a custom outgoing/incoming Call Centre?

      I need to setup a call center so I can setup agents to make phone calls across Canada to market our services.  I am trying to figure out the most reliable and cost efficient way to do this? I am currently paying for two phone services and neither seem

    • 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?

    • Default font size for printing is too big

      A recent issue in printing e mails is that the default font size is huge. This happens in both Edge and Firefox. In order to get what I would call a "normal" printout of an e mail it is necessary to go into the printer preferences / options and set the scale to 75%, otherwise a short e mail with signature and logos etc printed at 100% can take 3 or 4 pages. The annoying thing is that it is necessary to do this each time a printout is to be made as a change in scale only applies to that particular

    • Request for Auto PO - Min–Max based Automated Purchase Feature

      Dear Zoho POS Team, I’m writing to request a feature enhancement that would significantly streamline inventory management for businesses using Zoho POS — particularly supermarkets, FMCG retail, and multi-store operations like ours. Feature Requested:

    • Export Invoices to XML file

      Namaste! ZOHO suite of Apps is awesome and we as Partner, would like to use and implement the app´s from the Financial suite like ZOHO Invoice, but, in Portugal, we can only use certified Invoice Software and for this reason, we need to develop/customize on top of ZOHO Invoice to create an XML file with specific information and after this, go to the government and certified the software. As soon as we have for example, ZOHO CRM integrated with ZOHO Invoice up and running, our business opportunities

    • issue with deluge script

      i used chat gpt to build this script and I am getting 2 errors which I cannot figure out how to fix: void monthly_sales_order_generation() { try { // ---------------- CONFIG ------------------- analytics_url_1 = "https://analytics.zoho.com/api/<workspaceID>/report/<reportID1>/data";

    • Introducing LinkedIn Apply Connect for Zoho Recruit

      Attract up to 3x more qualified candidates and hire more efficiently with LinkedIn Apply Connect. Let candidates fill-in job applications without any redirections, gain deeper insights with applicant highlights within Zoho Recruit, and keep candidates

    • Recruit paid support?

      Hi all, Could anyone who has paid support package advise if it provides value for money with regards to support response times? Exploring the idea as unfortunately when we have faced issues with Recruit it has been a 7+ day timescale from reporting to

    • Ticket Status email

      Good day, This was discussed in the past, but it would be helpful if we could have the system assign a custom response to a status. We have various statuses for tickets, e.g. "closed due to no response", or "Pending Status", it would be helpful for the

    • Future Orders - Due Date

      Hi In my role, I can receive tickets where the work required is requested months in advance. Using a Future Orders option, which I believe was setup under the On Hold status type, hides the Due Date, in all views/ticket etc. Whilst I understand the reasoning

    • Introducing Withdrawal Reasons for Offers

      We’re excited to introduce a new enhancement to the Offer module that brings more clarity and accountability to every withdrawn offer. The Withdrawal Reason update ensures that each withdrawal — manual or automatic — is backed by a clear explanation,

    • Zoho Creator customer portal users

      Hi, I'm in a Zoho One subscription with our company. I'm running a project now that involves creating a Zoho Creater application and using the Zoho Creator Customer Portal.  At most we need 25 customer portal users. In our Zoho One plan we only get 3

    • GPS tracking only or Check out facility

      Dear Team, Zoho CRM is quite robust CRM but till date i was waiting for the feature of having GPS tracking of Sales employees which is a common demand by all customers for thier field sales executives. We cover them by saying that CRM provides Checkin

    • Appraisals on Employee Information Profile

      Is it possible to show completed appraisals on each employee's "Employee Information" page? I would presume at the bottom - similar to the "Related Lists" concept in Zoho CRM. Obviously view access would be limited to employee and appropriate other roles

    • Kaizen #220: Actions API - Webhooks APIs - Part 2

      Hello all!! Welcome back to the follow-up Kaizen post of Kaizen #219: Actions API - Webhooks APIs - Part 1. In the previous week, we covered how to configure a basic Webhook and how to include Headers, Body, and URL Parameters using both the POST Webhook

    • Standard Payment Term is not pulled from account to quotation

      Hey Team There seems to be something off. I do have "Net 30" as my default payment term in Zoho Books for my customers. If, from the customer overview or quote section, I create a new Quotation, the payment terms field stays blank and doesn't get the

    • Manage your invoices from Bigin's mobile app (iOS)

      Hello everyone! We're happy to announce that users can now integrate Zoho Books with the latest version of Bigin's iOS app. Zoho Books can be integrated with Bigin only via the web application. Users can view the Zoho Books tab in the detail pages of

    • Systematic SPF alignment issues with Zoho subdomains

      Analysis Period: August 19 - September 1, 2025 PROBLEM SUMMARY Multiple Zoho services are causing systematic SPF authentication failures in DMARC reports from major email providers (Google, Microsoft, Zoho). While emails are successfully delivered due

    • Accessibility controls and multilingual captcha authorization for Help Center users ​

      Hello everyone, As part of our ongoing effort to improve user experience, we are excited about the accessibility controls and predefined accessibility personas added in the Help Center, similar to what is already available in Zoho Desk. Help Center users

    • Zoho Sign + Zoho CRM : la solution pour simplifier vos accords de vente

      La conclusion d’un contrat de vente nécessite de nombreuses étapes : préparation de documents, validations successives et collecte des signatures. Les équipes commerciales passent souvent par plusieurs cycles de collaboration et de révision, tout en assurant

    • Item/service subtotal

      Just discovered & really pleased that we can drag to re-order the line items in Sales orders & Invoices, a very nice feature which doesn't seem to be documented? It would be nice to be able to insert a subtotal as a line item to complete this great feature

    • Send email template "permission denied to access the api"

      Hello, Per the title, I'm trying to send a Zoho CRM Email template based on the advice given here: https://help.zoho.com/portal/en/community/topic/specify-an-email-template-when-sending-emails-in-custom-functions (I'd prefer to send right from Deluge

    • how to Solve Conflict Invoices in Zoho POS

      Hello Team, I am facing a repeated issue in Zoho POS while saving a sale that contains service-based items. My products are intentionally created as Service (Non-Inventory) items because I do not want to track stock for them. However, every time I try

    • Copy, Paste, Highlighted text

      when i copy paste text it gets highlighted. Fix this.  WTF is with this black highlight ? Fix copy pasting. Some people pay for using this mail service. 

    • Pricing Strategies: #6 Common Mistakes while Configuring Pricing

      "Why does this month's billing feel messy again?" That was the exact line Priya muttered while staring at the spreadsheet full of edited pricing, one-off discounts and mismatched subscription details. Her business was growing, but the pricing machine

    • Publish to LinkedIn via API

      Hi, Is it possible to publish a job opening to LinkedIn (paid job slots) if creating a job opening via api / deluge function? Or is the user required to manually publish via the job boards process? Many Thanks Adrian

    • FSM - Associating and selecting Contacts based on Service Addresses

      Hi FSM team, I've come across an FSM limitation I wanted to share for improvement. I'm currently configuring FSM for a client who provides heating system install and maintenance services. The are often sub contracted by building management companies to

    • Do Unpublished Products in Shopify Sync to Zoho POS?

      Will an unpublished product in Shopify sync to Zoho POS? I would like to know how Zoho POS handles products that are in draft/unpublished status in Shopify.

    • Problem in Zoho POS frontend ERP.

      We are facing some difficulties in our billing and inventory processes and require your support to resolve them at the earliest. Customer Advance Payments We receive advance payments from customers for upcoming sales. Please guide us on how to record

    • Categorize Items with Item Headers

      Hello customers, Did you ever want to classify items based on specific categories to help your customers understand your invoice better? With the new Item Header feature, you can easily categorize items in your invoices and estimates and give them a common title.  Item Headers are available in the Invoices, the Recurring Invoices and the Estimates module. It can be carried forward from estimates to invoices at the time of converting the estimates.  To add an item header: Go to the Estimates, Invoices

    • Discount on the transaction level in POS

      "Is it possible to apply a discount on the total bill before tax in Zoho POS?" I want to apply a discount on the total transaction amount in Zoho POS, but the discount should be calculated before the taxes are applied. Is there an option to do this in

    • Send Automated WhatsApp Messages and Leverage the Improved WhatsApp Templates

      Greetings, I hope all of you are doing well. We're excited to announce a major upgrade to Bigin's WhatsApp integration that brings more flexibility, interactivity, and automation to your customer messaging. WhatsApp message automation You can now use

    • Jobs at multiple locations

      Hi A lot of times we have same job open at multiple locations. So I would like an option where we can create a job and choose multiple locations. Currently we have to create individual jobs for each location. If we can create one job and mention multiple

    • Next Page