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Integration Guide

How to Connect Shopify to Skopx: Complete Integration Guide

Alexis Kelly
May 29, 2026
9 min read

Shopify powers millions of online stores, generating rich data on orders, customers, products, and fulfillment. While Shopify's built-in analytics cover basic metrics, e-commerce teams frequently need deeper analysis: cohort-based customer behavior, product performance trends, fulfillment efficiency, and cross-channel revenue attribution. These require either Shopify Plus analytics, expensive third-party tools, or manual data exports. Connecting Shopify to Skopx gives you natural language access to your entire store's data, making it possible to ask complex e-commerce questions and get instant answers without SQL, spreadsheets, or dashboard configuration.

Why Connect Shopify to an Analytics Platform?

Shopify Analytics provides a solid foundation for store owners, but scaling businesses hit its limits quickly:

  • Cohort analysis and customer lifetime value calculations require exporting data
  • Multi-store analytics are not natively supported
  • Correlating Shopify data with marketing spend, support tickets, or fulfillment data from other tools requires manual work
  • Ad hoc questions ("What is the return rate for products launched in Q1?") cannot be answered without building custom reports

Skopx fills these gaps by making Shopify data conversationally queryable and combinable with data from every other connected platform.

Prerequisites

  1. A Shopify store with admin or staff account access (staff accounts need "View Reports" permission)
  2. A Skopx account (free tier works for initial setup)
  3. About 60 seconds for the OAuth connection

Step-by-Step Setup

Step 1: Find the Shopify Connector

Log in to Skopx and navigate to the Integrations page. Search for "Shopify" or browse under "E-Commerce."

Step 2: Authenticate

Click the Shopify tile, enter your store's myshopify.com URL when prompted, and click "Connect." Skopx redirects to Shopify's app authorization screen. Review the permissions:

PermissionPurpose
read_ordersAccess order history, line items, and fulfillment data
read_productsAccess product catalog, variants, and inventory
read_customersAccess customer profiles and purchase history
read_analyticsAccess store-level analytics data

Approve the permissions. You are redirected back to Skopx.

Step 3: Configure Sync Options

OptionDescriptionRecommendation
Full HistorySync all historical orders and customer dataBest for comprehensive analytics and trend analysis
Last 12 MonthsSync only the past year of dataGood balance of depth and sync speed
Last 90 DaysSync recent data onlyFastest setup for stores with very high order volumes

Step 4: Initial Sync

Sync time depends on your store's data volume:

Order CountEstimated Sync Time
Under 10,000Under 1 minute
10,000 to 100,0002 to 5 minutes
100,000 to 1,000,0005 to 15 minutes

Step 5: Run Your First E-Commerce Query

Try these to verify the connection:

  • "What was our total revenue this month versus last month?"
  • "Show me the top 10 products by units sold this quarter"
  • "What is our average order value for the past 30 days?"
  • "How many new customers did we acquire this week?"

Queryable Shopify Data

Orders

  • Order number, total price, subtotal, tax, and discounts applied
  • Line items with product name, variant, quantity, and price
  • Order status (fulfilled, unfulfilled, partially fulfilled, refunded)
  • Payment status and payment method
  • Shipping address (country, region, city)
  • Order tags and notes
  • Timestamps: created, processed, fulfilled, closed

Products and Variants

  • Product title, description, type, vendor, and tags
  • Variant details (size, color, material) with individual pricing
  • Inventory quantities by location
  • Product creation and publication dates

Customers

  • Name, email, total orders, and total spend
  • Customer tags and marketing consent status
  • First order date and most recent order date
  • Geographic location data

Fulfillment

  • Fulfillment status and tracking numbers
  • Shipping carrier and estimated delivery dates
  • Fulfillment timestamps (shipped, delivered)

Practical E-Commerce Analytics

Revenue Analysis

Ask: "Show me daily revenue for the past 30 days as a chart." Skopx produces a time series visualization that reveals revenue patterns, weekend effects, and promotional spikes.

Product Performance

Ask: "Rank all products by revenue generated this quarter, and include units sold and average selling price." This gives you a complete product performance table without navigating through Shopify's product analytics one item at a time.

Customer Cohort Analysis

Ask: "How many customers who made their first purchase in January have made a second purchase?" This basic cohort retention question is extremely difficult to answer in Shopify natively but takes seconds with Skopx.

Geographic Revenue Distribution

Ask: "Break down revenue by country for the past 6 months." This helps you identify which markets are growing and where to focus marketing spend.

Discount Effectiveness

Ask: "Compare average order value for orders with a discount code versus orders without one this quarter." This reveals whether discounting is driving volume or just reducing margins.

Inventory Alerts

Ask: "Which products have fewer than 10 units in stock and had more than 50 orders last month?" This surfaces potential stockout risks for high-velocity products.

Refund Analysis

Ask: "What is our refund rate by product category for the past 90 days?" This identifies product categories with quality or expectation issues.

Cross-Platform E-Commerce Intelligence

Shopify plus Google Calendar

Ask: "Show me revenue by day alongside days when we had marketing meetings scheduled." This can reveal whether marketing coordination sessions correlate with campaign launches and revenue lifts.

Shopify plus Slack

Ask: "How many messages were sent in the #customer-issues Slack channel this month, and what is our refund rate for the same period?" This explores the relationship between customer complaints and actual return behavior.

Shopify plus Zendesk or Intercom

Ask: "Show me customers who placed an order this month and also opened a support ticket." This identifies customers who may need proactive outreach to prevent churn.

Shopify plus Gmail

Ask: "Show me email threads from wholesale contacts alongside their order history in Shopify." This provides sales teams with a combined view of communication and purchasing activity.

Multi-Store Analytics

If you operate multiple Shopify stores, connect each one to Skopx and query across them: "Compare total revenue across all stores this month" or "Which store has the highest average order value?" This eliminates the need to log into each store separately and compile data manually.

Troubleshooting

Orders Not Appearing

Ensure the authenticated Shopify account has "View Reports" permission. Limited staff accounts may not have access to order data through the API.

Inventory Data Stale

Inventory quantities are synced at regular intervals. For real-time inventory accuracy, trigger a manual sync from the Integrations page before running inventory queries.

Draft Orders

Draft orders are not indexed by default, as they represent uncommitted transactions. Only completed (paid) orders are included in analytics queries.

Security

Skopx connects to Shopify through OAuth 2.0 with granular permission scopes. No Shopify admin credentials are stored. All data is encrypted in transit (TLS 1.3) and at rest (AES-256). Revoke access at any time from the Skopx Integrations panel or Shopify's "Apps and Sales Channels" settings.

Next Steps

With Shopify connected, add your marketing platforms, customer support tools, and communication channels to build a complete e-commerce intelligence layer. Each additional data source lets you ask more sophisticated questions about the relationship between marketing, support, and revenue.

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Alexis Kelly

The Skopx engineering and product team

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