We traverse SPUs by category on a monthly basis, and scraped information such as price, monthly sales volume, category, brand, prime label etc, and aggregate all sales together to get total GMV and volume. Our data captured ~50% of company reporting global GMV. Company reporting figures are based on sell-side numbers updated in visible alpha.