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 375 orders from January through September 2026. 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 2,819 active stores. Quarter-over-quarter figures compare only stores active in both Q2 and Q3 2026 with at least 125 orders in each quarter. Year-over-year figures compare only stores active in both January–September 2025 and January–September 2026. Within-quarter monthly trend figures compare only stores active in all three months of Q3 with at least 50 orders per month. Industry categories are derived from Storeleads data using Google Product Taxonomy classifications, and revenue bands are based on Storeleads estimated annual GMV; both are third-party estimates.