Xplainr + Shopify
TL;DR: Xplainr connects to your Shopify store to pull revenue, order, and product data - then combines it with your ad platform data for true end-to-end ecommerce attribution and AI-powered revenue insights.
Shopify tells you what sold. Your ad platforms tell you what drove traffic. But neither gives you the full picture of which marketing efforts actually drive profitable revenue. Xplainr's Shopify integration bridges this gap, combining store data with ad platform data for AI-powered ecommerce intelligence.
What Data Xplainr Pulls from Shopify
Revenue Data
Total revenue, AOV, orders, and refunds with daily and hourly granularity.
Product Performance
Product-level sales, conversion rates, and revenue contribution.
Customer Data
New vs returning customers, customer lifetime value trends, and cohort analysis.
Cart & Checkout
Add-to-cart rates, checkout abandonment, and recovery rates.
Discount & Promotion Data
Promotion performance, discount code usage, and margin impact.
Inventory Signals
Stock levels and sell-through rates for marketing-inventory alignment.
How to Connect Shopify
Install Xplainr App
Connect your Shopify store through the Xplainr integration page. One-click authorization.
Data Sync
Xplainr pulls order, product, and customer data. Historical data imported on first sync.
Connect Ad Platforms
Link Google Ads, Meta Ads, and other channels for end-to-end attribution.
Revenue Intelligence Activates
Aria begins analyzing revenue trends, product performance, and marketing ROI by channel.
What You Can Do With This Integration
True ROAS Calculation
Calculate real ROAS using actual Shopify revenue data, not ad platform conversion values.
Product-Channel Matching
AI identifies which products perform best on which channels to optimize creative and targeting.
Customer Acquisition Cost
Calculate true CAC by customer segment, including all marketing touches in the journey.
Revenue Anomaly Detection
Get alerted when revenue patterns deviate - drops from site issues or spikes from viral content.
Cohort Analysis
Track customer cohorts by acquisition channel to measure real long-term value.
AI Insights Powered by Shopify Data
When you connect Shopify, Xplainr's AI (Aria) automatically surfaces:
Frequently Asked Questions
What Shopify data does Xplainr access?
Xplainr accesses order, product, and customer data via Shopify's API. We never access payment details, personal customer information beyond purchase behavior, or store admin settings.
Can Xplainr calculate profit-based ROAS?
Yes. If you provide product costs or margin data, Xplainr can calculate profit-based ROAS instead of just revenue-based ROAS for more accurate ROI analysis.
Does it work with Shopify Plus?
Yes. Xplainr supports both standard Shopify and Shopify Plus stores, with additional data points available for Plus stores.
Can I connect multiple Shopify stores?
Yes. Connect all your stores and Xplainr provides both individual store analytics and a consolidated multi-store view.
Related Resources
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