This report is built from anonymized order and revenue data captured across Shopify stores in Shogun's network. A store is included if it recorded at least 250 orders during the reporting period. Stores with an average order value above $5,000 are excluded as non-representative of the mainstream ecommerce market.
Benchmark figures (medians, means, and percentile ranges) reflect 2,934 active stores in H1 2026, January through June. Quarter-over-quarter movement figures compare only stores active in both Q1 and Q2 2026 with at least 125 orders in each quarter. Year-over-year figures compare only stores active in both H1 2025 and H1 2026. Within-quarter monthly trend figures compare only stores active in all three months of Q2 with at least 50 orders per month. All matched comparisons hold the merchant cohort constant to isolate real changes in basket size from shifts in cohort composition.
Industry categories are derived from Storeleads data using Google Product Taxonomy classifications. Revenue bands are based on Storeleads estimated annual GMV. Both are third-party estimates and may not reflect exact reported figures.