Methodology

How 30-day sales growth is calculated

Public headline metric only: 30-day sales growth (%). Absolute revenue is never shown. Year-over-year is not labeled until Shopify read_all_orders is granted.

growth_pct = (current_30d_net_sales − previous_30d_net_sales) / previous_30d_net_sales × 100

  • Source: Shopify Admin GraphQL Orders.
  • Cancelled and test orders excluded.
  • Refunds accounted for via currentSubtotalPriceSet (fallback: subtotal − refunded).
  • Store currency. Launch scope: read_orders (60-day window = two 30-day periods).
  • If previous period net sales = 0: not eligible for the leaderboard; profile may still exist with “Not enough comparable history”.