Xplainr
    Updated March 2026
    Integration

    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

    1

    Install Xplainr App

    Connect your Shopify store through the Xplainr integration page. One-click authorization.

    2

    Data Sync

    Xplainr pulls order, product, and customer data. Historical data imported on first sync.

    3

    Connect Ad Platforms

    Link Google Ads, Meta Ads, and other channels for end-to-end attribution.

    4

    Revenue Intelligence Activates

    Aria begins analyzing revenue trends, product performance, and marketing ROI by channel.

    Typical setup time: under 5 minutes

    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:

    Revenue trend analysis with seasonal and promotional adjustments
    True ROAS by channel using actual Shopify revenue data
    Product performance alerts - bestsellers declining, new products trending
    Customer acquisition cost by channel and campaign
    Lifetime value predictions by acquisition source
    Inventory-marketing alignment recommendations

    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

    Connect Shopify to Xplainr

    Start free - connect Shopify in under 5 minutes and see AI-powered insights immediately. No credit card required.

    Free plan available · No credit card · Cancel anytime