How to connect Azure OpenAI to Contacts API in GHL

Integrate Azure OpenAI with the Contacts API to access real-time CRM data inside your workflows.

Connecting Contacts API with Azure OpenAI

This guide walks you through securely connecting the GHL Contacts API to Azure OpenAI so you can fetch contacts, tasks, notes, and appointments on demand to power AI conversations and automated workflows.

GHL Contacts API Authentication

Requests to the GHL Contacts API require authorization. Use your GHL API credentials or an OAuth token to authenticate calls from your Azure OpenAI integration and rotate credentials regularly for security.

Azure OpenAI Authentication

Azure OpenAI should authenticate to the GHL API with a secure secret stored in your vault. Use token-based authentication, follow principle of least privilege, and monitor token usage.

GHL Contacts API endpoints used with Azure OpenAI

GET /contacts/:contactId, GET /contacts/:contactId/tasks, GET /contacts/:contactId/tasks/:taskId, GET /contacts/:contactId/notes, GET /contacts/:contactId/notes/:id, GET /contacts/:contactId/appointments, GET /contacts/, GET /contacts/business/:businessId, POST /contacts/, PUT /contacts/:contactId, DELETE /contacts/:contactId, POST /contacts/:contactId/tasks, PUT /contacts/:contactId/tasks/:taskId, PUT /contacts/:contactId/tasks/:taskId/completed, DELETE /contacts/:contactId/tasks/:taskId, POST /contacts/:contactId/tags

Top 3 connection patterns for Contacts API with Azure OpenAI

Direct API calls for real-time CRM data

Trigger: A user asks for a specific contact detail or activity; Azure OpenAI issues targeted GET requests like GET /contacts/:contactId, GET /contacts/:contactId/tasks, and GET /contacts/:contactId/notes to populate a response.

Actions: Retrieve the primary contact record, then fetch related tasks, notes, or appointments as needed to assemble a complete answer.

Methods and paths used: GET /contacts/:contactId, GET /contacts/:contactId/tasks, GET /contacts/:contactId/notes, GET /contacts/:contactId/appointments.

Key fields: contactId, taskId, noteId, appointmentId, businessId.

Top 3 connection patterns for Contacts API with Azure OpenAI

Batch synchronization and bulk lookups

Trigger: Periodic data sync to refresh AI context or on-demand bulk lookups for user prompts.

Actions: Use POST /contacts/ to bulk-create, PUT /contacts/:contactId to update, and batch GET calls to retrieve multiple records in one flow.

Methods and paths: POST /contacts/, PUT /contacts/:contactId, GET /contacts/, GET /contacts/business/:businessId.

Key fields: contactId, businessId, tag, status.

Top 3 connection patterns for Contacts API with Azure OpenAI

Event-driven updates with webhooks

Trigger: A GHL or app event fires (contact updated, new task, etc.). Azure OpenAI responds by querying updated data or syncing state.

Actions: Update local AI context, pull latest notes and tasks, or push updates back to GHL when needed.

Methods and paths: POST /contacts/:contactId/tasks (to create), PUT /contacts/:contactId/tasks/:taskId (to update), PUT /contacts/:contactId/tasks/:taskId/completed (to mark done).

Key fields: contactId, taskId, id (notes), eventId.

No-code benefits

Build AI-powered workflows without writing code by linking Azure OpenAI prompts directly to GHL Contacts API calls.

Leverage the Zapier App Connector style experience to automate CRM tasks inside AI-driven chats.

Maintain a single source of truth for contact data in prompts, prompts results, and downstream automations.

Key terms and glossary

Key elements include authentication, endpoints, data objects (contacts, tasks, notes), and the AI prompts that orchestrate calls. Processes cover credential storage, request crafting, error handling, and monitoring.

API Endpoint

A URL path in the GHL Contacts API used to perform an action such as retrieving a contact or updating a record.

Authentication

The credentials (API key or OAuth token) that authorize calls from Azure OpenAI to the GHL API.

Webhook

A message pushed from GHL to your app or vice versa to signal an event and trigger a flow.

Rate limit

The maximum number of requests allowed within a time window to protect the API and ensure fair usage.

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Creative ideas for integrating Contacts API with Azure OpenAI

AI-powered contact summaries in conversations

Ask the AI to summarize a contact’s history, notes, and upcoming tasks using data pulled from the Contacts API for richer dialogue.

Smart task recommendations inside AI chats

Let the AI fetch tasks and suggest next actions based on due dates and status.

Automated follow-ups powered by CRM data

Generate personalized follow-ups based on contact activity and notes, then trigger reminders in your CRM.

Three steps to connect Contacts API with Azure OpenAI

1. Configure credentials

Obtain an API key or OAuth token, store it securely, and grant Azure OpenAI access to GHL.

2. Define endpoints and scopes

Enable the endpoints you plan to use (for example GET /contacts/:contactId) and set scopes like contacts.readonly.

3. Test and monitor

Run tests, verify AI outputs, and monitor for errors and rate limits.

Frequently Asked Questions

What authentication is required to call the GHL Contacts API from Azure OpenAI?

You authenticate using an API key or OAuth token; store credentials securely and rotate them regularly. Use least-privilege permissions for your Azure OpenAI integration. If a token expires, refresh it and retry the request. Ensure your requests include appropriate scopes like contacts.readonly.

Common endpoints include GET /contacts/:contactId and GET /contacts/:contactId/tasks for context in a chat. For bulk updates, use POST /contacts/ and PUT /contacts/:contactId. Batch calls reduce latency in prompts.

Plan a regular sync: schedule background jobs to pull updated contacts, tasks, notes, and appointments. Maintain a local cache and invalidate stale data. Use webhooks to trigger updates when data changes.

No-code patterns are available if you use connector platforms like the App Connector style. You can also rely on your AI prompts to orchestrate API calls without writing application code.

Rate limits vary by plan and endpoint. Design prompts to handle partial data and implement retries with exponential backoff. Spread requests over time to avoid bursts.

Implement retry logic on errors, capture error codes, and provide clear user messages. Log failed calls and monitor for token expiry or permission issues. Use idempotent endpoints where possible.

Look for templates that cover authentication, endpoint access, error handling, and data mapping. Build prompts that request specific fields and then map results to your UX.

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🚀 GoHighLevel Integration

Complete Operations Catalog - 126 Actions & Triggers

126
Total Operations
55
Polling Triggers
71
Actions
14
Categories
👥

Contacts

10 Triggers 18 Actions
Trigger
Get Contact
Retrieve a specific contact by ID
Trigger
Search Contacts
Advanced search with filters
Trigger
Get Contacts by Business
Retrieve contacts linked to a business
Trigger
Get Duplicate Contact
Check for duplicate contacts
Trigger
Get Contact Appointments
List all appointments for a contact
Trigger
Get Contact Tasks
Retrieve all tasks for a contact
Trigger
Get Contact Task by ID
Get specific task details
Trigger
Get Contact Notes
List all notes for a contact
Trigger
Get Contact Note by ID
Retrieve specific note details
Trigger
List Contacts (Deprecated)
Legacy contact listing method
Action
Create Contact
Add a new contact to the system
Action
Update Contact
Modify existing contact information
Action
Find Contact
Search by email, phone, or ID
Action
Delete Contact
Remove a contact permanently
Action
Upsert Contact
Create or update contact automatically
Action
Add Tags to Contact
Tag contacts for organization
Action
Remove Tags from Contact
Remove specific tags
Action
Bulk Update Contact Tags
Add or remove multiple tags at once
Action
Create Contact Task
Add a new task for a contact
Action
Update Contact Task
Modify existing task details
Action
Complete Contact Task
Mark task as complete
Action
Delete Contact Task
Remove a task permanently
Action
Create Contact Note
Add notes to contact records
Action
Update Contact Note
Edit existing notes
Action
Delete Contact Note
Remove notes from contacts
Action
Add Contact to Campaign
Enroll contact in campaign
Action
Remove from Campaign
Remove contact from specific campaign
Action
Remove from All Campaigns
Unenroll from all campaigns
📅

Calendars & Appointments

13 Triggers 21 Actions
Trigger
List Calendar Groups
Get all calendar groups
Trigger
List Calendars
Retrieve all calendars
Trigger
Get Calendar by ID
Get specific calendar details
Trigger
Get Free Slots
Check calendar availability
Trigger
List Calendar Events
Get all scheduled events
Trigger
List Blocked Slots
View unavailable time slots
Trigger
Get Appointment
Retrieve appointment details
Trigger
List Appointment Notes
Get notes for appointments
Trigger
List Calendar Notifications
View notification settings
Trigger
Get Calendar Notification
Get specific notification
Trigger
List Calendar Resources
View rooms and equipment
Trigger
Get Calendar Resource
Get specific resource details
Action
Create Calendar Group
Set up new calendar group
Action
Update Calendar Group
Modify calendar group settings
Action
Update Group Status
Enable or disable calendar group
Action
Delete Calendar Group
Remove calendar group
Action
Validate Group Slug
Check if slug is available
Action
Create Calendar
Add new calendar
Action
Update Calendar
Modify calendar settings
Action
Delete Calendar
Remove calendar permanently
Action
Create Appointment
Book new appointment
Action
Update Appointment
Modify appointment details
Action
Delete Event
Cancel and remove event
Action
Create Block Slot
Block time on calendar
Action
Update Block Slot
Modify blocked time
Action
Create Appointment Note
Add notes to appointments
Action
Update Appointment Note
Edit appointment notes
Action
Delete Appointment Note
Remove appointment notes
Action
Create Calendar Notification
Set up reminders
Action
Update Notification
Modify notification settings
Action
Delete Notification
Remove notification
Action
Create Calendar Resource
Add room or equipment
Action
Update Calendar Resource
Modify resource details
Action
Delete Calendar Resource
Remove resource
💼

Opportunities

3 Triggers 7 Actions
Trigger
Search Opportunities
Find opportunities with filters
Trigger
Get Opportunity
Retrieve specific opportunity
Trigger
List Pipelines
View all opportunity pipelines
Action
Create Opportunity
Add new sales opportunity
Action
Update Opportunity
Modify opportunity details
Action
Delete Opportunity
Remove opportunity
Action
Update Opportunity Status
Change status (open, won, lost)
Action
Upsert Opportunity
Create or update opportunity
Action
Add Followers
Assign team members to follow
Action
Remove Followers
Unassign followers
👤

Users

4 Triggers 3 Actions
Trigger
Search Users
Find users with filters
Trigger
Filter Users by Email
Search users by email address
Trigger
Get User
Retrieve user details
Trigger
List Users by Location
Get users in specific location
Action
Create User
Add new user to system
Action
Update User
Modify user information
Action
Delete User
Remove user from system
💬

Conversations & Messages

8 Triggers 2 Actions
Trigger
Search Conversations
Find conversations by filters
Trigger
Get Conversation
Retrieve conversation details
Trigger
Get Email by ID
Retrieve specific email
Trigger
Get Message by ID
Get specific message details
Trigger
Get Messages by Conversation
List all conversation messages
Trigger
Get Message Recording
Retrieve voice recording
Trigger
Get Message Transcription
Get transcribed message text
Trigger
Download Transcription
Download transcription file
Action
Update Message Status
Change message read/unread status
Action
Agent Typing Indicator
Show typing indicator in chat
🏢

Businesses

2 Triggers 3 Actions
Trigger
Get Business
Retrieve business details
Trigger
List Businesses by Location
Get all businesses in location
Action
Create Business
Add new business
Action
Update Business
Modify business details
Action
Delete Business
Remove business
🔄

Workflows & Campaigns

3 Triggers 5 Actions
Trigger
List Workflows
Get all workflows
Trigger
List Snapshots
View available snapshots
Trigger
List Campaigns
Get all campaigns
Action
Add Contact to Workflow
Enroll in workflow automation
Action
Remove from Workflow
Unenroll from workflow
Action
Add Contact Followers
Assign followers to contact
Action
Remove Contact Followers
Unassign followers
Action
Bulk Business Update
Add/remove contacts from business
⚙️

Other Operations

20 Triggers 8 Actions
Trigger
List Locations
Get all locations
Trigger
List Custom Fields
View custom field definitions
Trigger
Get Company
Retrieve company information
Trigger
Find Associations
Search associations
Trigger
Get Association
Retrieve association details
Trigger
Get Association Key
Get key by name
Trigger
Get Association by Keys
Find by object keys
Trigger
Get Relations by Record
List record relations
Trigger
Check Blog URL Slug
Verify slug availability
Trigger
Get Blog Authors
List blog authors
Trigger
Get Blog Categories
List blog categories
Trigger
Get Blog Posts
List posts by blog
Trigger
Get Blogs by Location
List location blogs
Action
Find Location by ID
Retrieve location details
Action
Create Location
Add new location
Action
Create Association
Link related records
Action
Update Association
Modify association
Action
Delete Association
Remove association
Action
Create Relation
Establish record relation
Action
Delete Relation
Remove record relation
Action
Create Blog Post
Publish new blog post
Action
Update Blog Post
Edit blog post

✨ Key Capabilities

📊 Contact Management

  • 10 custom field slots per contact
  • Advanced search with filters
  • Duplicate detection
  • Tag management (bulk operations)
  • Full task and note management
  • Campaign & workflow enrollment

📅 Calendar Features

  • Calendar groups with slugs
  • Multiple calendar types
  • Free slot checking
  • Appointment booking system
  • Blocked slots management
  • Room & equipment resources

💼 Sales Pipeline

  • Multi-pipeline support
  • Stage management
  • Status tracking (won, lost, etc)
  • Monetary value tracking
  • User assignment
  • Follower management

🔄 Automation Ready

  • Workflow automation support
  • Campaign management
  • Polling triggers (1-15 min)
  • Real-time conversations
  • Bulk operations
  • Upsert capabilities
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