shopify-admin-discount-ab-analysis

You can compare Shopify discount codes by querying the Admin GraphQL API for redemption uses and resulting revenue across multiple codes during a specified date range. This aggregates counts and revenue metrics per code for promotion A/B testing without dedicated analytics software.

Yes, you can calculate average order value by discount code using Shopify Admin GraphQL. By executing discountNodes and orders queries, it aggregates total revenue per code and computes AOV, enabling a fair A/B-style comparison across your campaigns.

To analyze discount code revenue, you need authenticated Shopify Admin access with read_discounts and read_orders API scopes. These permissions allow executing GraphQL queries to pull discount metadata alongside order data without executing mutations.

Yes, this discount analysis approach works without dedicated analytics software by directly querying the Shopify Admin GraphQL API. It pulls discount and order data to attribute performance metrics to specific codes for campaign evaluation.

The best way to evaluate Shopify promotion performance is comparing redemption uses and resulting revenue across multiple discount codes over the same time window. This attributes performance to discount codes by aggregating counts and revenue metrics per code.