Shopify records refunds on the refund date, which can distort past performance analysis. Learn how to reconcile Shopify refunds by original order date

Learn how to calculate Shopify customer lifetime value using profit, not revenue: first order profit, repeat orders, CAC, and payback period in Bloom.

Learn how to set Shopify cost of goods sold by country, date range, variant, and quantity in Bloom for accurate profit, without changing Shopify product costs.

POD merchants on Shopify already track customization costs manually. Here is a faster way using order tags and line item properties.

Set Shopify COGS by date range and quantity in Bloom so profit reflects your real product costs. Fixed, absolute, incremental, and flat methods explained.

Learn how Shopify profit is calculated and how to filter orders by status, payment, channel, and tags so your profit reports stay accurate.

Shopify revenue by country shows which markets sell, not which make money. See the costs that erode profit and the metrics that reveal true market value.

Learn how to see profit on Shopify step by step, understand why that number isn't enough, and discover how to track your true net profit with Bloom

Set Shopify shipping rates at SKU level in Bloom using fixed or quantity-based rules, with Absolute, Incremental, or Flat calculation methods for accurate profit. Slug: shopify-shipping-rates-sku-level