{"product_id":"automate-shopify-sales-data-with-n8n-code-graphql","title":"Automate Shopify Sales Data with n8n: Code \u0026 GraphQL","description":"\u003ch3\u003eTransform Your Shopify Analytics with Automated Daily Sales Reporting\u003c\/h3\u003e\n\n\u003cp\u003eStop 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.\u003c\/p\u003e\n\n\u003ch3\u003eWhat This Workflow Does\u003c\/h3\u003e\n\u003cp\u003eThis 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.\u003c\/p\u003e\n\n\u003ch3\u003eUse Cases\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cstrong\u003eDaily Sales Dashboards:\u003c\/strong\u003e Automatically populate executive dashboards with yesterday's performance metrics for morning reviews\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003ePerformance Monitoring:\u003c\/strong\u003e Track daily sales trends, return rates, and order values to identify patterns and anomalies\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eTeam Reporting:\u003c\/strong\u003e Provide sales teams, customer service, and management with consistent daily data updates\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eBusiness Intelligence:\u003c\/strong\u003e Feed clean, structured data into your BI tools for deeper analytics and forecasting\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eInventory Planning:\u003c\/strong\u003e Use ordered and returned quantity data to optimize stock levels and purchasing decisions\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical Details\u003c\/h3\u003e\n\u003cp\u003eBuilt with professional-grade n8n nodes for reliability and performance:\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cstrong\u003eSchedule Trigger:\u003c\/strong\u003e Automated daily execution\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eGraphQL Integration:\u003c\/strong\u003e Efficient Shopify API queries for precise data extraction\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eCode Node:\u003c\/strong\u003e Custom logic for data processing and formatting\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eGoogle Sheets Connector:\u003c\/strong\u003e Seamless data export and storage\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003cp\u003eThis 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.\u003c\/p\u003e","brand":"N8N Commerce","offers":[{"title":"Default Title","offer_id":45518379385011,"sku":"N8N-15785","price":39.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0749\/6279\/6723\/files\/c0BWUP-0H5UOw24-5FcDa_8f1f78a0fc5349fc9263bbb4c7124365.jpg?v=1779094882","url":"https:\/\/buyflowscripts.com\/products\/automate-shopify-sales-data-with-n8n-code-graphql","provider":"N8N Commerce","version":"1.0","type":"link"}