Shopify API Integration: A Complete Beginner’s Guide (2025)

In today’s e-commerce landscape, a seamless integration with Shopify is crucial for businesses looking to extend their functionalities and automate workflows. This comprehensive guide will walk you through everything you need to know about Shopify API integration in 2025, even if you’re a complete beginner. We’ll cover the basics, delve into different API types, and provide practical examples to get you started.

Table of Contents

1. Introduction to Shopify API Integration
   1. What is an API and Why is it Important?
   2. Benefits of Shopify API Integration
   3. Understanding Shopify’s API Ecosystem
2. Shopify API Fundamentals
   1. API Versions: Which One to Use in 2025?
   2. Authentication: Accessing the Shopify API Securely
   3. Rate Limiting: Managing API Usage and Avoiding Errors
   4. Data Formats: Understanding JSON and GraphQL
3. Types of Shopify APIs
   1. REST Admin API: Managing Products, Orders, and More
   2. GraphQL Admin API: A More Efficient Way to Query Data
   3. Storefront API: Powering Headless Commerce
   4. Partner API: Building Apps for the Shopify App Store
   5. Marketing API: Automating Marketing Campaigns
4. Setting Up Your Development Environment
   1. Creating a Shopify Partner Account
   2. Creating a Development Store
   3. Installing Necessary Tools: Postman, Insomnia, or Code Libraries
5. Making Your First API Call: A Step-by-Step Guide
   1. Authenticating with the API
   2. Fetching Product Data Using the REST Admin API
   3. Creating a New Product Using the REST Admin API
   4. Updating an Existing Product Using the REST Admin API
   5. Deleting a Product Using the REST Admin API
6. Working with GraphQL API
   1. Understanding GraphQL Queries and Mutations
   2. Fetching Product Data Using the GraphQL Admin API
   3. Creating a New Product Using the GraphQL Admin API
   4. Benefits of GraphQL over REST
7. Common Shopify API Integration Use Cases
   1. Inventory Management Systems
   2. Order Fulfillment Automation
   3. Customer Relationship Management (CRM) Integration
   4. Marketing Automation and Email Marketing
   5. Custom Reporting and Analytics
8. Best Practices for Shopify API Integration
   1. Security Considerations
   2. Error Handling and Logging
   3. API Versioning and Updates
   4. Code Optimization and Performance
   5. Testing and Debugging
9. Troubleshooting Common API Issues
   1. Authentication Errors
   2. Rate Limit Errors
   3. Data Validation Errors
   4. Connection Issues
10. Advanced Shopify API Concepts
    1. Webhooks: Real-time Notifications from Shopify
    2. Shopify Scripts: Customizing Storefront Behavior
    3. Shopify Functions: Extending Shopify’s Functionality with Serverless Code
11. The Future of Shopify API Integration in 2025
    1. Emerging Technologies and Trends
    2. Predictions for API Development
12. Resources and Further Learning
    1. Official Shopify API Documentation
    2. Shopify Developer Forums
    3. Relevant Online Courses and Tutorials
13. Conclusion

1. Introduction to Shopify API Integration

1.1 What is an API and Why is it Important?

An API, or Application Programming Interface, is a set of rules and specifications that software programs can follow to communicate with each other. Think of it as a messenger that takes requests from one system and delivers them to another, then brings the response back. Without APIs, applications would be isolated, unable to share data or functionality.

In the context of Shopify, the API allows you to connect your store with other applications, services, and platforms. This opens up a world of possibilities for automating tasks, extending functionality, and creating custom solutions.

1.2 Benefits of Shopify API Integration

Integrating with the Shopify API offers numerous benefits:

• Automation: Automate tasks like order processing, inventory updates, and customer management.
• Customization: Tailor your Shopify store to meet your specific business needs.
• Integration: Connect Shopify with other systems, such as accounting software, CRM systems, and marketing platforms.
• Scalability: As your business grows, API integrations can help you handle increased traffic and complexity.
• Efficiency: Streamline operations and reduce manual effort.
• Real-Time Data: Access up-to-date information about your store, customers, and products.
• Enhanced Customer Experience: Offer personalized experiences and improved service through integrated systems.

1.3 Understanding Shopify’s API Ecosystem

Shopify offers a rich API ecosystem with different APIs designed for specific purposes. Key components include:

• REST Admin API: For managing core store data like products, orders, customers, and inventory.
• GraphQL Admin API: An alternative to the REST API, offering more efficient data querying and manipulation. Allows fetching specific fields you need, reducing data transfer overhead.
• Storefront API: Enables building custom storefronts and headless commerce solutions. Allows you to create shopping experiences outside of the standard Shopify theme.
• Partner API: Designed for app developers to build and distribute apps on the Shopify App Store.
• Marketing API: Facilitates integration with marketing platforms for campaign management, analytics, and advertising.

2. Shopify API Fundamentals

2.1 API Versions: Which One to Use in 2025?

Shopify frequently releases new API versions to introduce new features, improve performance, and address security vulnerabilities. As of 2025, it’s crucial to use the most recent stable version of the API to take advantage of the latest enhancements and ensure compatibility.

How to Determine the Latest Version:

• Consult the official Shopify API documentation. The documentation always specifies the current stable version.
• Check the Shopify Developer Blog for announcements about new API releases.

Why Use the Latest Version?

• New Features: Access to the latest functionalities and improvements.
• Security Updates: Protection against known vulnerabilities.
• Performance Enhancements: Improved API response times and efficiency.
• Deprecation: Older versions of the API are eventually deprecated, meaning they will no longer be supported. Staying current prevents your integration from breaking when older versions are retired.

2.2 Authentication: Accessing the Shopify API Securely

Authentication is the process of verifying your identity to access the Shopify API. Shopify uses OAuth 2.0 for authentication, which involves obtaining an access token that authorizes your application to interact with the API on behalf of a specific Shopify store.

Authentication Steps:

1. Register Your App: Create an app in your Shopify Partner account. This will provide you with a client ID and client secret.
2. Authorization URL: Redirect the store owner to Shopify’s authorization URL, including your client ID and the scopes (permissions) your app requires. Scopes determine what data and functionality your app can access.
3. Callback URL: Shopify redirects the store owner back to your app’s callback URL, including an authorization code.
4. Access Token Request: Exchange the authorization code for an access token by making a POST request to Shopify’s access token endpoint.
5. Use the Access Token: Include the access token in the X-Shopify-Access-Token header of your API requests.

Example (Simplified):

1. **Authorization URL:**

https://[your-shop].myshopify.com/admin/oauth/authorize?client_id=[your_client_id]&scope=[scopes]&redirect_uri=[your_redirect_uri]&state=[nonce]

2. **Access Token Request:** (using curl)

curl -X POST https://[your-shop].myshopify.com/admin/oauth/access_token -d "client_id=[your_client_id]&client_secret=[your_client_secret]&code=[authorization_code]"

Important Considerations:

• Scopes: Request only the scopes you need. Over-requesting scopes raises security concerns.
• Security: Store your client secret and access tokens securely. Never hardcode them directly into your application. Use environment variables or a secure configuration management system.
• Best Practices: Implement robust error handling and logging to track authentication issues.

2.3 Rate Limiting: Managing API Usage and Avoiding Errors

Shopify imposes rate limits on API requests to prevent abuse and ensure fair access to the platform’s resources. Exceeding these limits can result in errors, such as HTTP 429 (Too Many Requests).

Understanding Rate Limits:

• Admin API (REST and GraphQL): Typically, a store receives 40 calls per minute. The exact limit can vary based on the store’s plan and API version.
• Storefront API: Rate limits are usually higher but still exist.
• Partner API: Has its own rate limits, often based on the type of partner program you’re in.

Strategies for Managing Rate Limits:

• Batch Requests: Use bulk operations (where available) to perform multiple actions in a single API call.
• Caching: Cache frequently accessed data to reduce the number of API requests.
• Queueing: Implement a queueing system to process API requests in a controlled manner.
• Retry Mechanism: Implement a retry mechanism with exponential backoff to handle rate limit errors gracefully. Wait a short period (e.g., 1 second) after a 429 error, then double the wait time for each subsequent retry.
• Monitor Usage: Track your API usage to identify potential bottlenecks and optimize your code. Shopify provides headers in API responses to indicate remaining rate limit capacity.

Example (Retry Mechanism):

“`python
import time
import requests

def make_api_request(url, headers):
retries = 3
delay = 1
for i in range(retries):
try:
response = requests.get(url, headers=headers)
response.raise_for_status() # Raise HTTPError for bad responses (4xx or 5xx)
return response
except requests.exceptions.RequestException as e:
if response.status_code == 429 and i < retries - 1: print(f"Rate limit exceeded. Retrying in {delay} seconds...") time.sleep(delay) delay *= 2 else: print(f"API request failed: {e}") return None print("Max retries exceeded.") return None ```

2.4 Data Formats: Understanding JSON and GraphQL

Shopify primarily uses two data formats for its APIs: JSON (JavaScript Object Notation) and GraphQL.

• JSON: A lightweight, human-readable data format commonly used for transmitting data between a server and a web application. The REST Admin API uses JSON for request and response bodies.
• GraphQL: A query language for your API and a server-side runtime for executing those queries. GraphQL allows you to request only the data you need, which can improve performance and reduce data transfer. The GraphQL Admin API uses GraphQL queries and mutations.

JSON Example (Product Data):

“`json
{
“product”: {
“id”: 1234567890,
“title”: “Awesome T-Shirt”,
“description”: “A comfortable and stylish t-shirt.”,
“variants”: [
{
“id”: 9876543210,
“title”: “Small”,
“price”: “19.99”
}
]
}
}
“`

GraphQL Example (Query for Product Title and ID):

“`graphql
query {
product(id: “gid://shopify/Product/1234567890”) {
id
title
}
}
“`

Key Differences:

• Data Retrieval: REST typically returns a fixed set of data for each endpoint, while GraphQL allows you to specify exactly the data you need.
• Efficiency: GraphQL can be more efficient for complex data requirements as it avoids over-fetching.
• Flexibility: GraphQL offers greater flexibility in querying and manipulating data.
• Complexity: GraphQL can have a steeper learning curve compared to REST.

3. Types of Shopify APIs

3.1 REST Admin API: Managing Products, Orders, and More

The REST Admin API is the foundation for interacting with Shopify’s core data. It allows you to manage almost every aspect of a Shopify store, from products and orders to customers and discounts.

Key Resources:

• Products: Create, read, update, and delete products.
• Orders: Manage orders, including fetching order details, creating fulfillment requests, and processing refunds.
• Customers: Create, read, update, and delete customer profiles.
• Inventory: Manage inventory levels and track stock quantities.
• Collections: Create and manage product collections.
• Discounts: Create and manage discount codes.

Example (Fetching a Product):

GET /admin/api/[api-version]/products/[product-id].json

3.2 GraphQL Admin API: A More Efficient Way to Query Data

The GraphQL Admin API provides a more efficient and flexible alternative to the REST Admin API. With GraphQL, you can precisely specify the data you need in your queries, reducing the amount of data transferred and improving performance.

Benefits of GraphQL:

• Reduced Over-Fetching: Only retrieve the data you need, avoiding unnecessary data transfer.
• Strongly Typed Schema: Ensures data consistency and reduces errors.
• Introspection: The API schema is self-documenting, making it easier to explore available data and relationships.

Example (Fetching a Product’s Title and ID):

“`graphql
query {
product(id: “gid://shopify/Product/1234567890”) {
id
title
}
}
“`

3.3 Storefront API: Powering Headless Commerce

The Storefront API enables you to build custom storefronts that are decoupled from the traditional Shopify theme. This is known as “headless commerce,” where you use Shopify as the backend for managing products, orders, and customers, but use a different technology (e.g., React, Vue.js, Angular) for the front-end user interface.

Use Cases:

• Custom Website: Create a unique and branded shopping experience.
• Mobile App: Build a native mobile app for your Shopify store.
• Progressive Web App (PWA): Develop a fast and engaging web app that works offline.
• Internet of Things (IoT): Integrate Shopify with IoT devices, such as smart displays or voice assistants.

3.4 Partner API: Building Apps for the Shopify App Store

The Partner API is specifically designed for app developers who want to build and distribute apps on the Shopify App Store. It provides access to tools and resources for creating, managing, and monetizing your apps.

Key Features:

• App Management: Create, update, and manage your apps on the Shopify App Store.
• Billing: Implement billing and subscription models for your apps.
• Analytics: Track app usage and performance.
• Webhooks: Receive real-time notifications about events in Shopify stores.

3.5 Marketing API: Automating Marketing Campaigns

The Marketing API allows you to integrate Shopify with marketing platforms to automate campaigns, track performance, and personalize customer experiences. It enables you to connect Shopify data with your marketing tools.

Capabilities:

• Customer Segmentation: Create customer segments based on Shopify data.
• Email Marketing: Automate email marketing campaigns based on customer behavior.
• Advertising: Target customers with personalized ads.
• Analytics: Track the performance of your marketing campaigns.

4. Setting Up Your Development Environment

4.1 Creating a Shopify Partner Account

To start building Shopify apps and integrations, you’ll need a Shopify Partner account. This account provides access to development tools, resources, and the Shopify App Store.

Steps to Create a Partner Account:

1. Go to the Shopify Partner Program website.
2. Click “Join Now.”
3. Fill out the registration form with your information.
4. Verify your email address.

4.2 Creating a Development Store

A development store is a free, fully functional Shopify store that you can use for testing and development purposes. It allows you to experiment with the API without affecting a live store.

Steps to Create a Development Store:

1. Log in to your Shopify Partner account.
2. Click “Stores” in the left-hand navigation.
3. Click “Add store.”
4. Choose “Development store.”
5. Select “Create a store to test and build.”
6. Fill out the store details (name, industry, etc.).
7. Click “Create store.”

4.3 Installing Necessary Tools: Postman, Insomnia, or Code Libraries

To interact with the Shopify API, you’ll need tools to send HTTP requests and process the responses. Popular options include:

• Postman: A popular API client for testing and debugging APIs. It offers a user-friendly interface for creating and sending requests.
• Insomnia: Another API client similar to Postman, with a focus on GraphQL support.
• Code Libraries: Libraries in various programming languages (e.g., Python, Node.js, Ruby) that simplify the process of making API calls.

Example (Using Python with the `requests` library):

“`python
import requests

url = “https://[your-shop].myshopify.com/admin/api/[api-version]/products.json”
headers = {
“X-Shopify-Access-Token”: “[your_access_token]”
}

response = requests.get(url, headers=headers)

if response.status_code == 200:
products = response.json()[“products”]
print(products)
else:
print(f”Error: {response.status_code} – {response.text}”)
“`

5. Making Your First API Call: A Step-by-Step Guide

5.1 Authenticating with the API

Before making any API calls, you need to authenticate your application with the Shopify API. As discussed in section 2.2, this involves obtaining an access token through the OAuth 2.0 flow.

Recap of Authentication Steps:

1. Redirect the user to Shopify’s authorization URL.
2. Handle the callback from Shopify.
3. Exchange the authorization code for an access token.
4. Store the access token securely.

5.2 Fetching Product Data Using the REST Admin API

Let’s start by fetching a list of products from your Shopify store using the REST Admin API.

Steps:

1. Endpoint: GET /admin/api/[api-version]/products.json
2. Headers: Include the X-Shopify-Access-Token header with your access token.
3. Send Request: Use Postman, Insomnia, or a code library to send the request to the API endpoint.
4. Process Response: Parse the JSON response and extract the product data.

Example (Using Postman):

• Set the request type to GET.
• Enter the URL: https://[your-shop].myshopify.com/admin/api/[api-version]/products.json
• In the “Headers” tab, add a header with the key X-Shopify-Access-Token and the value of your access token.
• Click “Send.”

5.3 Creating a New Product Using the REST Admin API

Now, let’s create a new product in your Shopify store.

Steps:

1. Endpoint: POST /admin/api/[api-version]/products.json
2. Headers:
   • X-Shopify-Access-Token: Your access token.
   • Content-Type: application/json
3. Request Body: Provide the product data in JSON format.
4. Send Request: Use Postman, Insomnia, or a code library to send the request.
5. Process Response: Parse the JSON response to confirm the product was created successfully.

Example (Request Body):

“`json
{
“product”: {
“title”: “New Product”,
“body_html”: “This is a new product.”,
“vendor”: “My Vendor”,
“product_type”: “T-Shirt”
}
}
“`

5.4 Updating an Existing Product Using the REST Admin API

Let’s update the title of an existing product.

Steps:

1. Endpoint: PUT /admin/api/[api-version]/products/[product-id].json
2. Headers:
   • X-Shopify-Access-Token: Your access token.
   • Content-Type: application/json
3. Request Body: Provide the updated product data in JSON format.
4. Send Request: Use Postman, Insomnia, or a code library to send the request.
5. Process Response: Parse the JSON response to confirm the product was updated successfully.

Example (Request Body):

“`json
{
“product”: {
“id”: 1234567890,
“title”: “Updated Product Title”
}
}
“`

5.5 Deleting a Product Using the REST Admin API

Finally, let’s delete a product from your Shopify store.

Steps:

1. Endpoint: DELETE /admin/api/[api-version]/products/[product-id].json
2. Headers: Include the X-Shopify-Access-Token header with your access token.
3. Send Request: Use Postman, Insomnia, or a code library to send the request.
4. Process Response: Check the response status code. A status code of 200 indicates success.

6. Working with GraphQL API

6.1 Understanding GraphQL Queries and Mutations

GraphQL uses queries to fetch data and mutations to modify data. Queries are similar to `GET` requests in REST, while mutations are similar to `POST`, `PUT`, and `DELETE` requests.

Queries: Used to request data from the server. You specify the fields you want to retrieve in the query.

Mutations: Used to create, update, or delete data. Mutations typically require input variables and return data about the changes made.

6.2 Fetching Product Data Using the GraphQL Admin API

Let’s fetch the title and ID of a product using the GraphQL Admin API.

Steps:

1. Endpoint: /admin/api/[api-version]/graphql.json
2. Headers:
   • X-Shopify-Access-Token: Your access token.
   • Content-Type: application/json
3. Request Body: Provide the GraphQL query in JSON format.
4. Send Request: Use Postman, Insomnia, or a code library to send the request.
5. Process Response: Parse the JSON response and extract the product data.

Example (Request Body):

“`json
{
“query”: “query { product(id: \”gid://shopify/Product/1234567890\”) { id title } }”
}
“`

6.3 Creating a New Product Using the GraphQL Admin API

Now, let’s create a new product using GraphQL.

Example (Request Body):

“`json
{
“query”: “mutation { productCreate(input: { title: \”GraphQL Product\”, bodyHtml: \”This is a product created using GraphQL\”, vendor: \”My Vendor\”, productType: \”T-Shirt\” }) { product { id title } userErrors { field message } } }”
}
“`

6.4 Benefits of GraphQL over REST

• Efficiency: Fetch only the data you need, reducing over-fetching and improving performance.
• Flexibility: Customize your queries to retrieve specific data combinations.
• Strongly Typed Schema: Ensures data consistency and reduces errors.
• Introspection: The API schema is self-documenting, making it easier to explore available data and relationships.

7. Common Shopify API Integration Use Cases

7.1 Inventory Management Systems

Integrate Shopify with an inventory management system (IMS) to automatically update stock levels, track product locations, and manage inventory across multiple channels. This ensures accurate inventory data and prevents overselling.

7.2 Order Fulfillment Automation

Automate the order fulfillment process by integrating Shopify with fulfillment services like ShipBob or Amazon FBA. This streamlines order processing, reduces manual effort, and improves shipping efficiency.

7.3 Customer Relationship Management (CRM) Integration

Integrate Shopify with a CRM system like Salesforce or HubSpot to synchronize customer data, track customer interactions, and personalize marketing campaigns. This provides a 360-degree view of your customers and enables better customer service.

7.4 Marketing Automation and Email Marketing

Integrate Shopify with marketing automation platforms like Mailchimp or Klaviyo to automate email marketing campaigns, segment customers, and personalize messaging. This helps you nurture leads, increase sales, and improve customer engagement.

7.5 Custom Reporting and Analytics

Create custom reports and analytics by extracting data from the Shopify API and analyzing it using tools like Google Analytics or Tableau. This provides deeper insights into your business performance and helps you make data-driven decisions.

8. Best Practices for Shopify API Integration

8.1 Security Considerations

• Secure Access Tokens: Store access tokens securely using environment variables or a secure configuration management system. Never hardcode them directly into your application.
• Validate Data: Validate all data received from the API to prevent malicious input.
• Use HTTPS: Always use HTTPS for API requests to encrypt data in transit.
• Implement Authentication: Use OAuth 2.0 for secure authentication.
• Regularly Review Permissions: Ensure your app only requests the necessary scopes and review them periodically.

8.2 Error Handling and Logging

• Implement Error Handling: Implement robust error handling to catch and handle API errors gracefully.
• Log Errors: Log all API errors to a central location for troubleshooting and debugging.
• Provide User Feedback: Provide informative error messages to users to help them understand and resolve issues.

8.3 API Versioning and Updates

• Use the Latest Stable Version: Always use the latest stable version of the Shopify API.
• Monitor API Changes: Monitor the Shopify Developer Blog for announcements about API changes and updates.
• Test Updates: Test your integration thoroughly after each API update to ensure compatibility.

8.4 Code Optimization and Performance

• Batch Requests: Use batch requests (where available) to perform multiple actions in a single API call.
• Caching: Cache frequently accessed data to reduce the number of API requests.
• Optimize Queries: Optimize your GraphQL queries to retrieve only the data you need.
• Use Asynchronous Operations: Use asynchronous operations to avoid blocking the main thread.

8.5 Testing and Debugging

• Use a Development Store: Use a development store for testing and debugging.
• Write Unit Tests: Write unit tests to verify the functionality of your API integration.
• Use Debugging Tools: Use debugging tools like Postman and Insomnia to inspect API requests and responses.

9. Troubleshooting Common API Issues

9.1 Authentication Errors

• Invalid Credentials: Double-check your client ID, client secret, and access token.
• Incorrect Scopes: Ensure your app has the necessary scopes for the API calls you’re making.
• Expired Access Token: Refresh your access token if it has expired.

9.2 Rate Limit Errors

• Exceeded Rate Limit: Implement a retry mechanism with exponential backoff.
• Optimize API Usage: Reduce the number of API requests by batching requests, caching data, and optimizing queries.
• Monitor Rate Limit: Monitor your API usage to identify potential bottlenecks.

9.3 Data Validation Errors

• Invalid Data Format: Ensure your data is in the correct format (JSON or GraphQL).
• Missing Required Fields: Ensure you’re providing all required fields for the API calls you’re making.
• Incorrect Data Types: Ensure your data types are correct (e.g., string, number, boolean).

9.4 Connection Issues

• Network Connectivity: Check your network connection.
• DNS Resolution: Ensure your DNS is resolving correctly.
• Firewall Issues: Check your firewall settings to ensure they’re not blocking API requests.

10. Advanced Shopify API Concepts

10.1 Webhooks: Real-time Notifications from Shopify

Webhooks are HTTP callbacks that are triggered by specific events in a Shopify store. They allow your app to receive real-time notifications about changes, such as new orders, updated products, or deleted customers.

Benefits of Webhooks:

• Real-Time Updates: Receive notifications immediately when events occur.
• Reduced Polling: Avoid repeatedly polling the API for changes.
• Improved Efficiency: Respond to events quickly and efficiently.

Example Webhook Events:

• orders/create: Triggered when a new order is placed.
• products/update: Triggered when a product is updated.
• customers/delete: Triggered when a customer is deleted.

10.2 Shopify Scripts: Customizing Storefront Behavior

Shopify Scripts allow you to write custom code that modifies the behavior of your Shopify store’s cart and checkout processes. Scripts can be used to apply discounts, adjust shipping rates, and customize payment options.

Limitations:

Scripts are written in Ruby and are limited to Shopify Plus plans.

10.3 Shopify Functions: Extending Shopify’s Functionality with Serverless Code

Shopify Functions allow you to extend Shopify’s functionality with serverless code. Functions are small, independent pieces of code that can be triggered by specific events in Shopify. They provide a flexible way to customize Shopify’s behavior without modifying the core platform.

11. The Future of Shopify API Integration in 2025

11.1 Emerging Technologies and Trends

The landscape of API integration is constantly evolving. Some emerging technologies and trends that are likely to shape the future of Shopify API integration include:

• Serverless Computing: Increased adoption of serverless functions for building scalable and cost-effective integrations.
• AI and Machine Learning: Integration of AI and machine learning for personalized experiences, predictive analytics, and automated tasks.
• Low-Code/No-Code Platforms: Increased use of low-code/no-code platforms for building integrations with minimal coding.
• WebAssembly: Potential use of WebAssembly for improving the performance of client-side integrations.

11.2 Predictions for API Development

• More Granular APIs: Expect more specialized and granular APIs that provide finer-grained control over Shopify’s functionality.
• Improved Developer Experience: Increased focus on improving the developer experience with better documentation, tooling, and support.
• Enhanced Security: Continued emphasis on security with stricter authentication and authorization mechanisms.

12. Resources and Further Learning

12.1 Official Shopify API Documentation

The official Shopify