Your Shopify Data Has
Answers You Haven't Found Yet
Shopify's built-in reports show you what happened. MCP Analytics adds statistical analyses on your export. Export your CSV, upload it, and get customer segmentation, demand forecasting, and product insights, each with the method named.
What Shopify's Dashboard Won't Tell You
Shopify gives you totals. You need the story behind the numbers.
Which Customers Actually Matter
RFM segmentation scores every customer by recency, frequency, and monetary value. Find your champions, see which customers have stopped ordering, and stop treating all customers the same.
What's Coming Next Month
Demand forecasting with Prophet and ARIMA analyzes your order history to predict future revenue, seasonal spikes, and inventory needs. Plan staffing and stock before you need it.
Whether Discounts Actually Work
Discount analysis measures the real impact on margins, not just top-line revenue. See which promotions drove profit vs. which just gave away money to customers who would have bought anyway.
Export. Upload. Understand.
Three steps from Shopify admin to actionable insights
Export from Shopify
In Shopify Admin, go to Orders (or Customers, Products) and click Export. Choose CSV format, select your date range, and download.
Upload Your CSV
Drop the file into MCP Analytics. Check that your file has the columns the analysis needs, such as order ID, line items, order date and status.
Get Your Analysis
Pick an analysis or ask a question in plain English. Receive an interactive report with charts, statistical findings, and AI-narrated explanations of the results.
We're building a direct Shopify connector so you can skip the CSV export entirely. Analyze live data without leaving MCP Analytics. Learn about connectors →
Analyses built for Shopify Stores
Every analysis runs on your actual data and produces a shareable report
Revenue Trends
Daily, weekly, monthly revenue with trend lines, growth rates, and anomaly detection.
Average Order Value
AOV by channel, customer segment, product category, and time period.
Customer Segmentation
RFM scoring, behavioral clusters, lifetime value tiers, and churn risk.
Product Performance
Top sellers, slow movers, bundle affinity, variant analysis, and pricing insights.
Demand Forecasting
Predict future sales with Prophet or ARIMA. Account for seasonality and trends.
Inventory Analysis
Turnover rates, stockout risk, reorder points, and dead stock identification.
Discount Effectiveness
Which promos drive profit vs. erode margins. Optimal discount depth analysis.
Fulfillment Performance
Processing times, shipping speed, carrier comparison, and delivery reliability.
Seasonality Detection
Find recurring patterns in your sales data. Day-of-week, monthly, and holiday effects.
Shopify Analytics FAQ
How do I export my Shopify data as CSV?
In Shopify Admin, go to Orders, Customers, or Products. Click the Export button at the top, select your date range and columns, then choose CSV format. Your download starts immediately. You can also export from the Shopify Analytics section.
What Shopify analyses can I run?
Revenue trends, average order value, RFM customer segmentation, product performance, demand forecasting, inventory turnover, discount effectiveness, churn prediction, fulfillment analysis, seasonality detection, sales channel comparison, payment risk analysis, geographic sales, variant analysis, and more.
Is this better than Shopify's built-in analytics?
Shopify's built-in reports cover basics like sales totals and traffic sources. MCP Analytics adds statistical methods Shopify doesn't offer: RFM segmentation, demand forecasting with Prophet, customer churn prediction, product bundle affinity, and price elasticity analysis. Think of it as the data science team you don't have.
Do I need Shopify Plus for this?
No. Any Shopify plan (Basic, Shopify, Advanced, or Plus) can export orders, customers, and products as CSV. MCP Analytics works with exports from all plans.
How is my Shopify data protected?
All data is encrypted in transit. We don't connect to your Shopify store directly; we only analyze the CSV you upload.
Shopify Analytics Resources
Tutorials, guides, and deep-dives for Shopify store owners
Tutorials
Analytics for Every Platform
MCP Analytics works with data from all major e-commerce and payment platforms.
Ready to Understand Your Shopify Store?
Export your orders CSV and get your first analysis. No credit card required.
Where to start
One email with your data and your question. We take it from there.
MCP Analytics
Data science by email
Send us your data and your question, and we will reply.
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