List read-only Shopify orders with customer, amount and line items.

List Shopify customers (read-only) with orders count and amount spent.

List Shopify products (read-only), variants, SKU, price and inventory quantity.

Purchase summary for one customer: total orders, total spent, products and quantities.

Aggregate orders to answer who bought what and how much.

Sales KPIs for a date range, optionally compared to the previous period.

Sales time series grouped by day, week, or month.

Top products or variants by net sales, gross sales, units sold, or orders.

Top customers by sales or volume with optional new/returning filter.

Discount totals, discounted order rate, and top discount codes for a date range.

Coverage summary for source, landing page, and UTM attribution data.

Sales grouped by normalized source or referrer.

Sales grouped by UTM dimension such as source, medium, or campaign.

New customers grouped by source, UTM campaign, or landing page.

Landing-page performance by sales, orders, and accurately counted new customers.

Retention KPIs for customers whose first order happened in the selected cohort window.

Repeat purchase rates for fixed 30/60/90/180-day windows.

Distribution and summary stats for days between first and second order.

Customer inactivity summary for fixed 30/60/90/180-day windows.