Automate Shopify Sales Data with n8n: Code & GraphQL

Transform Your Shopify Analytics with Automated Daily Sales Reporting

Stop manually pulling Shopify sales data every day. This powerful n8n workflow automatically retrieves your store's key performance metrics from yesterday and organizes them into a clean, actionable format. Perfect for e-commerce managers, store owners, and analytics teams who need reliable daily sales insights without the manual work.

What This Workflow Does

This automated Shopify integration workflow connects directly to your store's API using GraphQL queries to extract yesterday's critical sales data. The workflow systematically retrieves six essential metrics: total sales revenue, returns amount, average order value, total order count, ordered quantity, and returned quantity. Using scheduled triggers, it runs automatically each day and can populate the data directly into Google Sheets for easy analysis and reporting.

Use Cases

• Daily Sales Dashboards: Automatically populate executive dashboards with yesterday's performance metrics for morning reviews
• Performance Monitoring: Track daily sales trends, return rates, and order values to identify patterns and anomalies
• Team Reporting: Provide sales teams, customer service, and management with consistent daily data updates
• Business Intelligence: Feed clean, structured data into your BI tools for deeper analytics and forecasting
• Inventory Planning: Use ordered and returned quantity data to optimize stock levels and purchasing decisions

Technical Details

Built with professional-grade n8n nodes for reliability and performance:

• Schedule Trigger: Automated daily execution
• GraphQL Integration: Efficient Shopify API queries for precise data extraction
• Code Node: Custom logic for data processing and formatting
• Google Sheets Connector: Seamless data export and storage

This workflow eliminates manual data collection, reduces errors, and ensures your team always has access to accurate, up-to-date Shopify sales metrics. Ready to deploy and customize for your specific reporting needs.